{"group":{"id":1,"name":"Community","lockable":false,"created_at":"2012-01-18T18:02:15.000Z","updated_at":"2025-12-14T01:33:56.000Z","description":"Problems submitted by members of the MATLAB Central community.","is_default":true,"created_by":161519,"badge_id":null,"featured":false,"trending":false,"solution_count_in_trending_period":0,"trending_last_calculated":"2025-12-14T00:00:00.000Z","image_id":null,"published":true,"community_created":false,"status_id":2,"is_default_group_for_player":false,"deleted_by":null,"deleted_at":null,"restored_by":null,"restored_at":null,"description_opc":null,"description_html":null,"published_at":null},"problems":[{"id":60511,"title":"ICFP 2024 Programming Contest June 28 thru July 1 ","description":"This is to announce the annual ICFP programming contest for 2024.\r\nThe ICFP 2024 homepage link is  ICFP 2024 . Registration will be required to view datasets and compete.\r\nThis contest allows Matlab and any other language.\r\nIt is very entertaining as the complexity changes for the three stages, Day-1, Day-2, and Final.\r\nApprox 30 datasets are initially given but will increase to 60 then 80 for the later stages with small changes to the problem.\r\nThe dataset and submission files are in JSON so I will likely post a JSON submission matlab routine.\r\n\r\nThis challenge is to return the string \"ICFP:Matlab for the Win 2024\" ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 231px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 115.5px; transform-origin: 407px 115.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 214px 8px; transform-origin: 214px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is to announce the annual ICFP programming contest for 2024.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 107px 8px; transform-origin: 107px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2024 homepage link is  \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2024\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 191px 8px; transform-origin: 191px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e . Registration will be required to view datasets and compete.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 162px 8px; transform-origin: 162px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis contest allows Matlab and any other language.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 296px 8px; transform-origin: 296px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIt is very entertaining as the complexity changes for the three stages, Day-1, Day-2, and Final.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eApprox 30 datasets are initially given but will increase to 60 then 80 for the later stages with small changes to the problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 311.5px 8px; transform-origin: 311.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe dataset and submission files are in JSON so I will likely post a JSON submission matlab routine.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 215.5px 8px; transform-origin: 215.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return the string \"ICFP:Matlab for the Win 2024\" \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function ICFP_str = ICFP_2024(x)\r\n % ICFP_str='ICFP:Matlab for the Win 2024';\r\nend","test_suite":"%%\r\nassert(isequal(ICFP_2024,'ICFP:Matlab for the Win 2024'))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":1,"created_by":3097,"edited_by":3097,"edited_at":"2024-06-10T17:39:00.000Z","deleted_by":null,"deleted_at":null,"solvers_count":50,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-06-10T17:34:19.000Z","updated_at":"2026-02-27T22:19:02.000Z","published_at":"2024-06-10T17:39:00.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is to announce the annual ICFP programming contest for 2024.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2024 homepage link is  \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2024\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e . Registration will be required to view datasets and compete.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis contest allows Matlab and any other language.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIt is very entertaining as the complexity changes for the three stages, Day-1, Day-2, and Final.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eApprox 30 datasets are initially given but will increase to 60 then 80 for the later stages with small changes to the problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe dataset and submission files are in JSON so I will likely post a JSON submission matlab routine.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return the string \\\"ICFP:Matlab for the Win 2024\\\" \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60591,"title":"ICFP2024 001: Lambdaman 6","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 6 maze is a single row of width 200 with L at index 1. Columns 2 thru 200 contain '.' a power-dot or piece-of-cheese depending Pacman or Mouse preference.\r\nThis maze is a string 'L....... (many dots) .....' of length 200. Future mazes will be 2D of integers. \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman,onto every dot.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB. SF B$ B$ L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\" Sl I#,\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman6 solution was written in ICFP to reduce length versus 199 Rs.\r\nB. S3/,6%},!-\"$!-!.[} B$ L# B$ v# B$ v# B$ v# SLLLLLLLL L$ B. B. v$ v$ v$\r\n\r\nThis challenge is to return a string of 199 'R's with minimal matlab program size.\r\n\r\nAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 537px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 268.5px; transform-origin: 407px 268.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 365px 8px; transform-origin: 365px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 6 maze is a single row of width 200 with L at index 1. Columns 2 thru 200 contain '.' a power-dot or piece-of-cheese depending Pacman or Mouse preference.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 301px 8px; transform-origin: 301px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis maze is a string 'L....... (many dots) .....' of length 200. Future mazes will be 2D of integers. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 331px 8px; transform-origin: 331px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman,onto every dot.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 331px 8px; transform-origin: 331px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. SF B$ B$ L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\" Sl I#,\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 294px 8px; transform-origin: 294px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman6 solution was written in ICFP to reduce length versus 199 Rs.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 235.5px 8px; transform-origin: 235.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. S3/,6%},!-\"$!-!.[} B$ L# B$ v# B$ v# B$ v# SLLLLLLLL L$ B. B. v$ v$ v$\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250px 8px; transform-origin: 250px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of 199 'R's with minimal matlab program size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = Lambdaman6(m)\r\n% m is a maze where '.' is a power-dot to eat, L is Lambdaman the token being moved, \r\n% '#' is a wall, and Linefeed(ascii 10) is right edge of maze\r\n%v is path moved using UDLR characters for Up, Down, Left, and Right\r\n%Running into a wall or going off maze reults in no movement\r\n\r\n%A correct answer for Lambdaman6 is a string of 199 R characters, char(82*ones(1,199))\r\n v='R';\r\nend\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}","test_suite":"%%\r\nm=['L' char(46*ones(1,199))]; % 46 is .\r\nv = Lambdaman6(m)\r\nvd=double(v); % keep only L-76 R-82\r\nvd(vd\u003e82)='';vd(vd\u003c76)=''; vd(vd\u003e76 \u0026 vd\u003c82)=''; % Remove non-operable characters\r\nvalid=0;\r\nidx=1;\r\nmc=[0 ones(1,199)];\r\nfor i=1:length(vd)\r\n if vd(i)==82 % R\r\n  idx=idx+1;\r\n  mc(idx)=0;\r\n  if idx==200,break;end\r\n else % must be 76 L\r\n  if idx\u003e1\r\n   idx=idx-1;\r\n   mc(idx)=0;\r\n  end\r\n end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nend\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":1,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-09T15:15:26.000Z","deleted_by":null,"deleted_at":null,"solvers_count":24,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-09T13:32:16.000Z","updated_at":"2026-03-31T11:17:56.000Z","published_at":"2024-07-09T15:15:26.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 6 maze is a single row of width 200 with L at index 1. Columns 2 thru 200 contain '.' a power-dot or piece-of-cheese depending Pacman or Mouse preference.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis maze is a string 'L....... (many dots) .....' of length 200. Future mazes will be 2D of integers. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman,onto every dot.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. SF B$ B$ L\\\" B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L$ L# ? B= v# I\\\" v\\\" B. v\\\" B$ v$ B- v# I\\\" Sl I#,\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman6 solution was written in ICFP to reduce length versus 199 Rs.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. S3/,6%},!-\\\"$!-!.[} B$ L# B$ v# B$ v# B$ v# SLLLLLLLL L$ B. B. v$ v$ v$\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of 199 'R's with minimal matlab program size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60608,"title":"ICFP2024 006: Lambda 21 - 3D","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 21 maze is a 200x200 matrix with L near the middle,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! Sllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll B. B$ v\" B/ v# I% BT I\" BD B% v# I% Sl~aF   in this language F=\u003eL, l=\u003e., ~=\u003eLineFeed, a=\u003e#, IR means Integer 49, IS is 50\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman21 solution was written in ICFP to reduce length versus 40000 U/R/D/L commands, a decent compression.\r\nB$ Lf B$ B$ vf vf IR Ls Lp ? B= vp IP S3/,6%},!-\"$!-!.WV} B. B$ B$ vs vs B% B* I$ vp I~|( BT I\" BD B% vp I% SO\u003eLF\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\n Lambdaman21 was solved by Thirteen Team using tools. ThirteenTeam youtube ICFP2024\r\nThis challenge is to solve the Lamdaman21 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template. As of 7/11/24 I am unable to expand the ICFP solution.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 607px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 303.5px; transform-origin: 407px 303.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 338.5px 8px; transform-origin: 338.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 21 maze is a 200x200 matrix with L near the middle,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 206.5px 8px; transform-origin: 206.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! Sllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll B. B$ v\" B/ v# I% BT I\" BD B% v# I% Sl~aF   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, a=\u0026gt;#, IR means Integer 49, IS is 50\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 366px 8px; transform-origin: 366px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman21 solution was written in ICFP to reduce length versus 40000 U/R/D/L commands, a decent compression.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 360px 8px; transform-origin: 360px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ Lf B$ B$ vf vf IR Ls Lp ? B= vp IP S3/,6%},!-\"$!-!.WV} B. B$ B$ vs vs B% B* I$ vp I~|( BT I\" BD B% vp I% SO\u0026gt;LF\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 100px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 50px; text-align: left; transform-origin: 384px 50px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 100px;height: 100px\" src=\"data:image/gif;base64,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\" data-image-state=\"image-loaded\" width=\"100\" height=\"100\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 182.5px 8px; transform-origin: 182.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.youtube.com/watch?v=Xcm3S9VlqqY\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eThirteenTeam youtube ICFP2024\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve the Lamdaman21 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template. As of 7/11/24 I am unable to expand the ICFP solution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v=Lambdaman21(m)\r\n%Manual sequence created using a display like ThirteenTeam\r\n%Draw paths from Top edge, right edge and left edge\r\n U='U';D='D';L='L';R='R';\r\n U2=repelem(U,199);\r\n D2=repelem(D,199);\r\n L2=repelem(L,199);\r\n R2=repelem(R,199);\r\n DUR=[D2 U2 R]; % Top edge\r\n LRD=[L2 R2 D]; % Right edge\r\n RLU=[R2 L2 U]; % Left edge Up\r\n RLD=[R2 L2 D]; % Left edge Down\r\n D95=repelem(D,95);\r\n D37=repelem(D,37);\r\n L100=repelem(L,100);\r\n U136=repelem(U,136);\r\n R15=repelem(R,15);\r\n R12=repelem(R,12);\r\n \r\n TE=repmat(DUR,1,200);\r\n RE=[D95 L2 D2 repmat(RLU,1,80) D37 R2 D repmat(LRD,1,104)];\r\n BE=[L100 U136 repmat(LRD,1,85) D D L2];\r\n LE=[repmat(RLU,1,90) D R15 repmat(DUR,1,21) repmat(RLD,1,5)];\r\n B3=[D37 D D R12 repmat(DUR,1,15) D37 repmat(RLU,1,6) ];\r\n v=[U2 L2 TE RE BE LE B3];\r\nend % Lambdaman21","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\nms=['........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'.................................##################.....................................................................................................................................................'\r\n'...........................#############################................................................................................................................................................'\r\n'.....................######################################............................................#########################################........................................................'\r\n'.................#############################################.........................................################################################.................................................'\r\n'...............################################################........................................####################################################.............................................'\r\n'...............##################################################......................................########################################################.........................................'\r\n'...............####################################################....................................###########################################################......................................'\r\n'...............#####################################################...................................#############################################################....................................'\r\n'...............######################################################..................................###############################################################..................................'\r\n'...............#######################################################.................................#################################################################................................'\r\n'...............########################################################................................###################################################################..............................'\r\n'...............####################............#########################...............................####################################################################.............................'\r\n'...............##############.......................####################...............................#####################################################################............................'\r\n'...............##########.............................###################..............................##############........................#################################..........................'\r\n'...............######...................................##################.............................##############...............................###########################.........................'\r\n'...............###.......................................#################.............................##############...................................########################........................'\r\n'..........................................................#################............................##############.....................................#######################.......................'\r\n'...........................................................################............................##############........................................#####################......................'\r\n'............................................................###############............................##############..........................................####################.....................'\r\n'.............................................................###############...........................##############...........................................###################.....................'\r\n'.............................................................###############...........................##############.............................................##################....................'\r\n'..............................................................##############...........................##############..............................................##################...................'\r\n'..............................................................##############...........................##############...............................................#################...................'\r\n'..............................................................##############...........................##############................................................#################..................'\r\n'..............................................................##############...........................##############.................................................################..................'\r\n'...............................................................#############...........................##############..................................................################.................'\r\n'...............................................................#############L..........................##############..................................................################.................'\r\n'...............................................................#############...........................##############.........................................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......................#####################################....................................##############.........................................................##############............'\r\n'..............................#######################################..................................##############.........................................................##############............'\r\n'..............................########################################.................................##############.........................................................##############............'\r\n'...............................................########################................................##############.........................................................##############............'\r\n'....................................................####################...............................##############........................................................###############............'\r\n'......................................................###################..............................##############........................................................###############............'\r\n'........................................................##################.............................##############........................................................###############............'\r\n'..........................................................#################............................##############........................................................###############............'\r\n'...........................................................################............................##############........................................................###############............'\r\n'............................................................################...........................##############........................................................###############............'\r\n'.............................................................###############...........................##############........................................................###############............'\r\n'..............................................................###############..........................##############........................................................###############............'\r\n'...............................................................##############..........................##############........................................................##############.............'\r\n'...............................................................###############.........................##############.......................................................###############.............'\r\n'................................................................##############.........................##############.......................................................###############.............'\r\n'................................................................##############.........................##############.......................................................###############.............'\r\n'................................................................##############.........................##############.......................................................###############.............'\r\n'.................................................................##############........................##############......................................................###############..............'\r\n'.................................................................##############........................##############......................................................###############..............'\r\n'.................................................................##############........................##############......................................................###############..............'\r\n'.................................................................##############........................##############.....................................................################..............'\r\n'.................................................................##############........................##############.....................................................###############...............'\r\n'.................................................................##############........................##############....................................................################...............'\r\n'.................................................................##############........................##############....................................................################...............'\r\n'.................................................................##############........................##############...................................................################................'\r\n'.................................................................##############........................##############...................................................################................'\r\n'.................................................................##############........................##############..................................................################.................'\r\n'................................................................##############.........................##############..................................................################.................'\r\n'................................................................##############.........................##############.................................................################..................'\r\n'................................................................##############.........................##############................................................#################..................'\r\n'...............................................................###############.........................##############...............................................#################...................'\r\n'...............................................................###############.........................##############..............................................##################...................'\r\n'..............................................................###############..........................##############.............................................##################....................'\r\n'..............................................................###############..........................##############...........................................###################.....................'\r\n'.............................................................################..........................##############..........................................###################......................'\r\n'............##..............................................################...........................##############........................................#####################......................'\r\n'............###............................................#################...........................##############.....................................#######################.......................'\r\n'............######.......................................##################............................##############...................................########################........................'\r\n'............########....................................##################.............................##############...............................###########################.........................'\r\n'............###########...............................####################.............................##############........................#################################..........................'\r\n'............###############........................######################..............................#####################################################################............................'\r\n'............#####################............###########################...............................####################################################################.............................'\r\n'............###########################################################................................##################################################################...............................'\r\n'............##########################################################.................................#################################################################................................'\r\n'............#########################################################..................................###############################################################..................................'\r\n'............########################################################...................................#############################################################....................................'\r\n'............######################################################.....................................##########################################################.......................................'\r\n'............#####################################################......................................########################################################.........................................'\r\n'..............#################################################........................................####################################################.............................................'\r\n'.................############################################..........................................################################################.................................................'\r\n'....................######################################.............................................#########################################........................................................'\r\n'.........................#############################..................................................................................................................................................'\r\n'..............................###################.......................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'];\r\n\r\nsize(ms)\r\n\r\n[nr,nc]=size(ms);\r\nm=ones(nr,nc)*2; %Cheese bits are 2.\r\nm(ms=='#')=0; % Wall\r\nm(ms=='L')=1; % Landaman, start point\r\n\r\n%for i=1:nr % Display maze numeric\r\n% fprintf('%i',m(i,:));fprintf('\\n');\r\n%end\r\n\r\nv = Lambdaman21(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\nr=1;c=1;  % Limit is 50,50 for Lambdaman10 starts at (1,1)\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\nadd 45 rows above\r\n.................................##################.....................................................................................................................................................\r\n...........................#############################................................................................................................................................................\r\n.....................######################################............................................#########################################........................................................\r\n.................#############################################.........................................################################################.................................................\r\n...............################################################........................................####################################################.............................................\r\n...............##################################################......................................########################################################.........................................\r\n...............####################################################....................................###########################################################......................................\r\n...............#####################################################...................................#############################################################....................................\r\n...............######################################################..................................###############################################################..................................\r\n...............#######################################################.................................#################################################################................................\r\n...............########################################################................................###################################################################..............................\r\n...............####################............#########################...............................####################################################################.............................\r\n...............##############.......................####################...............................#####################################################################............................\r\n...............##########.............................###################..............................##############........................#################################..........................\r\n...............######...................................##################.............................##############...............................###########################.........................\r\n...............###.......................................#################.............................##############...................................########################........................\r\n..........................................................#################............................##############.....................................#######################.......................\r\n...........................................................################............................##############........................................#####################......................\r\n............................................................###############............................##############..........................................####################.....................\r\n.............................................................###############...........................##############...........................................###################.....................\r\n.............................................................###############...........................##############.............................................##################....................\r\n..............................................................##############...........................##############..............................................##################...................\r\n..............................................................##############...........................##############...............................................#################...................\r\n..............................................................##############...........................##############................................................#################..................\r\n..............................................................##############...........................##############.................................................################..................\r\n...............................................................#############...........................##############..................................................################.................\r\n...............................................................#############L..........................##############..................................................################.................\r\n...............................................................#############...........................##############...................................................################................\r\n...............................................................#############...........................##############...................................................################................\r\n...............................................................#############...........................##############....................................................################...............\r\n...............................................................#############...........................##############....................................................################...............\r\n..............................................................##############...........................##############.....................................................###############...............\r\n..............................................................##############...........................##############.....................................................################..............\r\n..............................................................##############...........................##############......................................................###############..............\r\n.............................................................##############............................##############......................................................###############..............\r\n.............................................................##############............................##############......................................................###############..............\r\n............................................................##############.............................##############.......................................................###############.............\r\n............................................................##############.............................##############.......................................................###############.............\r\n...........................................................##############..............................##############.......................................................###############.............\r\n..........................................................###############..............................##############.......................................................###############.............\r\n........................................................################...............................##############........................................................##############.............\r\n.......................................................################................................##############........................................................###############............\r\n....................................................##################.................................##############........................................................###############............\r\n................................................#####################..................................##############........................................................###############............\r\n..............................######################################...................................##############........................................................###############............\r\n..............................#####################################....................................##############........................................................###############............\r\n..............................###################################......................................##############........................................................###############............\r\n..............................#################################........................................##############........................................................###############............\r\n..............................##############################...........................................##############........................................................###############............\r\n..............................##############################...........................................##############.........................................................##############............\r\n..............................#################################........................................##############...................................................................................\r\n..............................####################################.....................................##############.........................................................##############............\r\n..............................#####################################....................................##############.........................................................##############............\r\n..............................#######################################..................................##############.........................................................##############............\r\n..............................########################################.................................##############.........................................................##############............\r\n...............................................########################................................##############.........................................................##############............\r\n....................................................####################...............................##############........................................................###############............\r\n......................................................###################..............................##############........................................................###############............\r\n........................................................##################.............................##############........................................................###############............\r\n..........................................................#################............................##############........................................................###############............\r\n...........................................................################............................##############........................................................###############............\r\n............................................................################...........................##############........................................................###############............\r\n.............................................................###############...........................##############........................................................###############............\r\n..............................................................###############..........................##############........................................................###############............\r\n...............................................................##############..........................##############........................................................##############.............\r\n...............................................................###############.........................##############.......................................................###############.............\r\n................................................................##############.........................##############.......................................................###############.............\r\n................................................................##############.........................##############.......................................................###############.............\r\n................................................................##############.........................##############.......................................................###############.............\r\n.................................................................##############........................##############......................................................###############..............\r\n.................................................................##############........................##############......................................................###############..............\r\n.................................................................##############........................##############......................................................###############..............\r\n.................................................................##############........................##############.....................................................################..............\r\n.................................................................##############........................##############.....................................................###############...............\r\n.................................................................##############........................##############....................................................################...............\r\n.................................................................##############........................##############....................................................################...............\r\n.................................................................##############........................##############...................................................################................\r\n.................................................................##############........................##############...................................................################................\r\n.................................................................##############........................##############..................................................################.................\r\n................................................................##############.........................##############..................................................################.................\r\n................................................................##############.........................##############.................................................################..................\r\n................................................................##############.........................##############................................................#################..................\r\n...............................................................###############.........................##############...............................................#################...................\r\n...............................................................###############.........................##############..............................................##################...................\r\n..............................................................###############..........................##############.............................................##################....................\r\n..............................................................###############..........................##############...........................................###################.....................\r\n.............................................................################..........................##############..........................................###################......................\r\n............##..............................................################...........................##############........................................#####################......................\r\n............###............................................#################...........................##############.....................................#######################.......................\r\n............######.......................................##################............................##############...................................########################........................\r\n............########....................................##################.............................##############...............................###########################.........................\r\n............###########...............................####################.............................##############........................#################################..........................\r\n............###############........................######################..............................#####################################################################............................\r\n............#####################............###########################...............................####################################################################.............................\r\n............###########################################################................................##################################################################...............................\r\n............##########################################################.................................#################################################################................................\r\n............#########################################################..................................###############################################################..................................\r\n............########################################################...................................#############################################################....................................\r\n............######################################################.....................................##########################################################.......................................\r\n............#####################################################......................................########################################################.........................................\r\n..............#################################################........................................####################################################.............................................\r\n.................############################################..........................................################################################.................................................\r\n....................######################################.............................................#########################################........................................................\r\n.........................#############################..................................................................................................................................................\r\n..............................###################.......................................................................................................................................................\r\nadd 50 rows below\r\n%}\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-12T05:01:51.000Z","deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-11T16:20:17.000Z","updated_at":"2026-03-11T08:39:22.000Z","published_at":"2024-07-12T05:01:52.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 21 maze is a 200x200 matrix with L near the middle,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L\\\" L# ? B= v# I! Sllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll B. B$ v\\\" B/ v# I% BT I\\\" BD B% v# I% Sl~aF   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, a=\u0026gt;#, IR means Integer 49, IS is 50\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman21 solution was written in ICFP to reduce length versus 40000 U/R/D/L commands, a decent compression.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ Lf B$ B$ vf vf IR Ls Lp ? B= vp IP S3/,6%},!-\\\"$!-!.WV} B. B$ B$ vs vs B% B* I$ vp I~|( BT I\\\" BD B% vp I% SO\u0026gt;LF\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.youtube.com/watch?v=Xcm3S9VlqqY\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eThirteenTeam youtube ICFP2024\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve the Lamdaman21 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template. As of 7/11/24 I am unable to expand the ICFP solution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"target\":\"/media/image1.gif\",\"relationshipId\":\"rId1\"}]},{\"partUri\":\"/media/image1.gif\",\"contentType\":\"image/gif\",\"content\":\"data:image/gif;base64,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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60618,"title":"ICFP2024 005: Lambdaman 1, 2, 3","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\r\n\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\nThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a near brute force recursion with a time limit. Optimal solutions are not required.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 315px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 157.5px; transform-origin: 407px 157.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 356.5px 8px; transform-origin: 356.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 332px 8px; transform-origin: 332px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a near brute force recursion with a time limit. Optimal solutions are not required.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [pathbest]=Lambdaman_123(m)\r\n Lmax=Inf;\r\n %m  % Wall0 Lambda1 Cheese2 Eaten3\r\n [nr,nc]=size(m);\r\n adj=[-1 1 -nr nr]; % using index requires a wall ring around maze\r\n \r\n pathn=''; %UDLR\r\n ztic=tic;tmax=35; %Recursion time limit\r\n Lbest=inf;\r\n pathbest='';\r\n mstate=m(:)'; % recursion performs maze state checks to avoid dupolication\r\n mstaten=mstate;\r\n L=0;\r\n mn=m;\r\n Lidxn=find(m==1);\r\n [pathbest,Lbest]=maze_rec(ztic,tmax,adj,pathbest,Lbest,L, ...\r\n   pathn,mn,Lidxn,mstaten,Lmax); %use VARn for recursion updates\r\n\r\n toc(ztic)\r\nend %Lambda_123\r\n\r\nfunction [pathbest,Lbest]=maze_rec(ztic,tmax,adj,pathbest,Lbest,L, ...\r\n  path,m,Lidx,mstate,Lmax)\r\n\r\n%Conditional recursion aborts\r\n if toc(ztic)\u003etmax,return;end %Recursion time-out\r\n if L\u003eLmax,return;end % Limit recursion trials to known Lmax\r\n if L\u003e=Lbest,return;end % Bail on long solutions\r\n \r\n m(Lidx)=3;\r\n if nnz(m==2)==0 % Solution case. Better solution found\r\n  Lbest=L;\r\n  pathbest=path;\r\n  toc(ztic)\r\n  fprintf('Lbest=%i ',Lbest);fprintf('Path=%s',pathbest);fprintf('\\n\\n');\r\n  return;\r\n end\r\n \r\n UDLR='UDLR';\r\n \r\n mn=m;\r\n Cadj=m(adj+Lidx);\r\n for i=1:4 % UDLR\r\n  if Cadj(i)\u003e0 % Ignore into wall Cadj==0 movement\r\n   Lidxn=Lidx+adj(i);\r\n   mn(Lidxn)=1;\r\n   mn_state=mn(:)';\r\n   \r\n   if nnz(sum(abs(mstate-mn_state),2)==0) % Pre-exist state check\r\n    mn(Lidxn)=m(Lidxn); % Reset mn\r\n    continue; %Abort when create an existing prior state\r\n   end\r\n   \r\n   mstaten=[mstate;mn_state]; % When update walls re-init mstate\r\n   pathn=[path UDLR(i)];\r\n   \r\n   [pathbest,Lbest]=maze_rec(ztic,tmax,adj,pathbest,Lbest,L+1, ...\r\n     pathn,mn,Lidxn,mstaten,Lmax);\r\n   \r\n   mn(Lidxn)=m(Lidxn); % reset mn in fastest way\r\n  end\r\n end % for UDLR\r\nend %maze_rec","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 1  optimal solution L15 LLLDURRRUDRRURR\r\nms=['###.#...'\r\n    '...L..##'\r\n    '.#######'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman_123(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 2  optimal solution L26 RDURRDDRRUUDDLLLDLLDDRRRUR\r\nms=['L...#.'\r\n    '#.#.#.'\r\n    '##....'\r\n    '...###'\r\n    '.##..#'\r\n    '....##'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman_123(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 3  optimal solution L40 DRDRLLLUDLLUURURLLURLUURRDRDRDRDUUUULDLU\r\nms=[  '......'\r\n      '.#....'\r\n      '..#...'\r\n      '...#..'\r\n      '..#L#.'\r\n      '.#...#'\r\n      '......'];\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman_123(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-13T05:35:58.000Z","deleted_by":null,"deleted_at":null,"solvers_count":12,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-13T05:05:28.000Z","updated_at":"2026-03-11T09:46:10.000Z","published_at":"2024-07-13T05:35:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a near brute force recursion with a time limit. Optimal solutions are not required.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52308,"title":"ICFP2021 Hole-In-Wall: Calculate Score","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the Score defined in the Specification when given the hole vertices in hxy and figure vertices in pxy. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy matrix is [P,2] where P is the number of figure vertices. The pxy matrix will be valid and fit within the hole.\r\nScore can be summarized as the sum of minimum square distances to the figure from each unique hole vertex. Score=calc_score(hxy,pxy)\r\nThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.\r\nThe ICFP Contests page shows the annual contests back to 1998.  The 2019 contest can be processed by Matlab. ICFP2019 Results Youtube gives a summary of this contest.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 591px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 295.5px; transform-origin: 407px 295.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 148.5px 8px; transform-origin: 148.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 30.5px 8px; transform-origin: 30.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 234px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 117px; text-align: left; transform-origin: 384px 117px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 234px 8px; transform-origin: 234px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 231px;height: 234px\" 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\" data-image-state=\"image-loaded\" width=\"231\" height=\"234\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 171px 8px; transform-origin: 171px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the Score defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 173px 8px; transform-origin: 173px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy and figure vertices in pxy. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy matrix is [P,2] where P is the number of figure vertices. The pxy matrix will be valid and fit within the hole.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 349px 8px; transform-origin: 349px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eScore can be summarized as the sum of minimum square distances to the figure from each unique hole vertex. Score=calc_score(hxy,pxy)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 314px 8px; transform-origin: 314px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 43.5px 8px; transform-origin: 43.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 259px 8px; transform-origin: 259px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Contests\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303px 8px; transform-origin: 303px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e page shows the annual contests back to 1998.  The 2019 contest can be processed by Matlab. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.youtube.com/watch?v=J1PzFKK0LOQ\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"perspective-origin: 85px 8px; transform-origin: 85px 8px; \"\u003eICFP2019 Results Youtube\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103px 8px; transform-origin: 103px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e gives a summary of this contest.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function score = calc_score(hxy,pxy)\r\n % hxy has a duplicate non-scoring vertex in its final row\r\n  score=-1;\r\nend","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nscore=calc_score(hxy,pxy);\r\nexpscore=0;\r\nfprintf('Expected Score: %i  Score: %i\\n',expscore,score);\r\nassert(isequal(score,expscore))\r\n%%\r\nhxy=[55   80\r\n    65    95\r\n    95    95\r\n    35     5\r\n     5     5\r\n    35    50\r\n     5    95\r\n    35    95\r\n    45    80\r\n    55    80];\r\npxy=[21    11\r\n    24    21\r\n    15    93\r\n    45    27\r\n    33    41\r\n    40    72\r\n    25    91\r\n    53    34\r\n    35    30\r\n    43    37\r\n    50    77\r\n    52    44\r\n    33    41\r\n    42    47\r\n    36    52\r\n    60    73\r\n    75    91\r\n    85    93\r\n    56    49\r\n    56    59];\r\nscore=calc_score(hxy,pxy);\r\nexpscore=1037;\r\nfprintf('Expected Score: %i  Score: %i\\n',expscore,score);\r\nassert(isequal(score,expscore))\r\n%%\r\nhxy=[55    80\r\n    65    95\r\n    95    95\r\n    35     5\r\n     5     5\r\n    35    50\r\n     5    95\r\n    35    95\r\n    45    80\r\n    55    80];\r\npxy=[21    28\r\n    31    28\r\n    31    87\r\n    29    41\r\n    44    43\r\n    58    70\r\n    38    79\r\n    32    31\r\n    36    50\r\n    39    40\r\n    66    77\r\n    42    29\r\n    46    49\r\n    49    38\r\n    39    57\r\n    69    66\r\n    41    70\r\n    39    60\r\n    42    25\r\n    40    35];\r\nscore=calc_score(hxy,pxy);\r\nexpscore=3704;\r\nfprintf('Expected Score: %i  Score: %i\\n',expscore,score);\r\nassert(isequal(score,expscore))","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-16T20:18:21.000Z","updated_at":"2025-12-10T04:26:53.000Z","published_at":"2021-07-16T22:55:02.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"234\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"231\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the Score defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy and figure vertices in pxy. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy matrix is [P,2] where P is the number of figure vertices. The pxy matrix will be valid and fit within the hole.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eScore can be summarized as the sum of minimum square distances to the figure from each unique hole vertex. Score=calc_score(hxy,pxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Contests\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e page shows the annual contests back to 1998.  The 2019 contest can be processed by Matlab. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.youtube.com/watch?v=J1PzFKK0LOQ\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2019 Results Youtube\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e gives a summary of this contest.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60593,"title":"ICFP2024 002: Lambdaman 9","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 9 maze is a 50x50 matrix L at index 1. All points are '.' a cheese bit. Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\"  in this language F=\u003eL, l=\u003e., ~=\u003eLineFeed, IR means Integer 49, IS is 50\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman9 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\r\nB. S3/,6%},!-\"$!-!.^} B$ B$ L! L\" B$ v! B$ v! B$ v! B$ v! B$ v! v\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u003e B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u003e\r\n\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nSadly Cody years ago eliminated the ability for creators to evaluate scores based on time, body size, error, or other parameters due to cheaters.\r\n\r\nAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 579px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 289.5px; transform-origin: 407px 289.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 339px 8px; transform-origin: 339px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 9 maze is a 50x50 matrix L at index 1. All points are '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 380px 8px; transform-origin: 380px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\"  in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 350px 8px; transform-origin: 350px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman9 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 287px 8px; transform-origin: 287px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. S3/,6%},!-\"$!-!.^} B$ B$ L! L\" B$ v! B$ v! B$ v! B$ v! B$ v! v\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u0026gt; B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u0026gt;\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 364px 8px; transform-origin: 364px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSadly Cody years ago eliminated the ability for creators to evaluate scores based on time, body size, error, or other parameters due to cheaters.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = Lambdaman9(m)\r\n% m is a maze where 2 is cheese to eat, 1 is Lambdaman the token being moved, \r\n% 0 is a wall\r\n%v is path moved using UDLR characters for Up, Down, Left, and Right\r\n%Running into a wall or going off maze reults in no movement\r\n\r\n%A correct answer for Lambdaman9 is a string of about 2499 RDLU characters\r\n%Answers may vary if doing rows or columns first\r\n v='R';\r\nend\r\n\r\n%Lambdaman 9 ICFP dataset and optimal solution\r\n%{\r\nMaze\r\nhttps://github.com/codingteam/icfpc-2024/blob/master/data/lambdaman/lambdaman9.glx\r\nB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\"\r\n\r\nSolution\r\nhttps://github.com/codingteam/icfpc-2024/blob/master/data/lambdaman/lambdaman9.sol.glx\r\nB. S3/,6%},!-\"$!-!.^} B$ B$ L! L\" B$ v! B$ v! B$ v! B$ v! B$ v! v\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u003e B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u003e\r\n\r\n\r\n%}\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}","test_suite":"%%\r\nvalid=0;\r\nm=ones(50)*2; %Cheese bits are 2.  Walls will be 0 but none in this case.\r\nm(1)=1;  %Lambdaman is 1\r\n\r\nv = Lambdaman9(m);\r\nfprintf('Answer Length: %i\\n',length(v))\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\nr=1;c=1;  % Limit is 50,50 for Lambdaman9 starts at (1,1)\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  c=min(c+1,50);\r\n elseif v(i)=='L' % L\r\n  c=max(c-1,1);\r\n elseif v(i)=='U' % U\r\n  r=max(r-1,1);\r\n elseif v(i)=='D' % D\r\n  r=min(r+1,50);\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nend\r\n%mc\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\nL.................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n%}\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-09T20:42:07.000Z","deleted_by":null,"deleted_at":null,"solvers_count":8,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-09T17:08:10.000Z","updated_at":"2025-12-03T18:41:13.000Z","published_at":"2024-07-09T20:42:07.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 9 maze is a 50x50 matrix L at index 1. All points are '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\\\" B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L$ L# ? B= v# I\\\" v\\\" B. v\\\" B$ v$ B- v# I\\\"  in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman9 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. S3/,6%},!-\\\"$!-!.^} B$ B$ L! L\\\" B$ v! B$ v! B$ v! B$ v! B$ v! v\\\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u0026gt; B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u0026gt;\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSadly Cody years ago eliminated the ability for creators to evaluate scores based on time, body size, error, or other parameters due to cheaters.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58424,"title":"ICFP 2022 - RoboPaint Image Scoring","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/17/23.\r\nThis challenge is to score the image Similarity given the Goal.png as an [m,n,3] matrix,G, and a Submit.png matrix,S.  \r\nA video of FrictionlessBananasSawicki paint steps, [2FBS.mp4.avi] shows the processing method to create Submit.png.\r\nImgScore = round(alpha * sum(pixel_distances)) with alpha=0.005 where pixel_distance = (rdist+gdist+bdist)^0.5\r\n where rdist=(G(X,Y,1)-S(X,Y,1))^2, gdist=(G(X,Y,2)-S(X,Y,2))^2, bdist=(G(X,Y,3)-S(X,Y,3))^2\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 627.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 313.75px; transform-origin: 407px 313.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/17/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 369px 8px; transform-origin: 369px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to score the image Similarity given the Goal.png as an [m,n,3] matrix,G, and a Submit.png matrix,S.  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 163px 8px; transform-origin: 163px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eA video of FrictionlessBananasSawicki paint steps, [\u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/1GrKpcITcV_IKAs_mqtmwm7gTWG_KieTb/view?usp=drive_link\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003e2FBS.mp4.avi\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 167px 8px; transform-origin: 167px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e] shows the processing method to create Submit.png.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 351px 8px; transform-origin: 351px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eImgScore = round(alpha * sum(pixel_distances)) with alpha=0.005 where pixel_distance = (rdist+gdist+bdist)^0.5\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 281.5px 8px; transform-origin: 281.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e where rdist=(G(X,Y,1)-S(X,Y,1))^2, gdist=(G(X,Y,2)-S(X,Y,2))^2, bdist=(G(X,Y,3)-S(X,Y,3))^2\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 405.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 202.75px; text-align: left; transform-origin: 384px 202.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 400px;height: 400px\" src=\"data:image/png;base64,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data-image-state=\"image-loaded\" width=\"400\" height=\"400\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function scr = Calc_Img_Score(G,S)\r\n  scr=0;\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n%2.png\r\n% G=webread(url); urlwrite(url,fname) then imread\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK');\r\n%2FBS.png\r\n%https://drive.google.com/file/d/1J-9EeVwzB0U8KSD4eNAKQ0LMFv3PGs1F/view?usp=sharing\r\nS=imread('https://drive.google.com/uc?export=download\u0026id=1J-9EeVwzB0U8KSD4eNAKQ0LMFv3PGs1F');\r\n\r\ny_correct = 1006;\r\nscr=Calc_Img_Score(G,S)\r\nassert(isequal(scr,y_correct))\r\n\r\n% A random G/S may be created if too many hacks\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-17T19:15:40.000Z","deleted_by":null,"deleted_at":null,"solvers_count":4,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-17T16:54:28.000Z","updated_at":"2023-06-17T19:15:40.000Z","published_at":"2023-06-17T19:08:26.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/17/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to score the image Similarity given the Goal.png as an [m,n,3] matrix,G, and a Submit.png matrix,S.  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA video of FrictionlessBananasSawicki paint steps, [\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/1GrKpcITcV_IKAs_mqtmwm7gTWG_KieTb/view?usp=drive_link\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e2FBS.mp4.avi\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e] shows the processing method to create Submit.png.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eImgScore = round(alpha * sum(pixel_distances)) with alpha=0.005 where pixel_distance = (rdist+gdist+bdist)^0.5\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e where rdist=(G(X,Y,1)-S(X,Y,1))^2, gdist=(G(X,Y,2)-S(X,Y,2))^2, bdist=(G(X,Y,3)-S(X,Y,3))^2\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"400\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"400\\\"/\u003e\u003cw:attr 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007: Lambdaman 1, 2, 3 Breadth Solver","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\r\n\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\nThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a breadth first search with prior state check.  Optimal length solutions are required.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 315px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 157.5px; transform-origin: 407px 157.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 356.5px 8px; transform-origin: 356.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 332px 8px; transform-origin: 332px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a breadth first search with prior state check.  Optimal length solutions are required.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function pathbest = Lambdaman_123(m)\r\n% Maze 1 solves in 15 so max states is 4^15=1.07e9\r\n% Each depth loop creates all new legal states from prior depth states\r\n% Maze 3 Fails miserably for pure breadth so key throat points checked for uneaten cheese\r\n%History of prior states maintained to eliminate duplicated states\r\n [nr,nc]=size(m);\r\n adj=[-1 1 -nr nr];\r\n bn2=nnz(m(:)==2);\r\n stateh=zeros(20000,nr*nc,'int8');\r\n spath=zeros(20000,15,'uint8');\r\n c2=nnz(m(:)==2);\r\n statec2=ones(20000,1)*c2;\r\n stateh(1,:)=m(:);\r\n sptr=1; eptr=1;\r\n enptr=eptr;\r\n depth=0;\r\n \r\n m3=nr*nc==72; % Hack for Lambdaman3\r\n \r\n while c2\u003e0\r\n  depth=depth+1;\r\n  fprintf('Depth:%i sptr:%i eptr:%i\\n',depth,sptr,eptr)\r\n  for hptr=sptr:eptr\r\n   ms=stateh(hptr,:);\r\n   \r\n   Lidx=find(ms==1);\r\n   \r\n   if m3 % Hack for Lambdaman3: Check chokepoints for completion\r\n    if Lidx==26 \u0026\u0026 nnz(ms([62 52 34])==2),continue;end %Lower grp\r\n    if Lidx==26 \u0026\u0026 ms(17)==3,continue;end % turn aroud\r\n    if Lidx==12 \u0026\u0026 nnz(ms([24 22 32 14])==2),continue;end %Left grp\r\n    if Lidx==12 \u0026\u0026 ms(11)==3,continue;end % turn aroud\r\n    if Lidx==20 \u0026\u0026 ms(29)==3,continue;end % turn aroud\r\n   end\r\n   \r\n   Cadj=ms(adj+Lidx);\r\n   msn=ms;\r\n   msn(Lidx)=3; %Lambdaman will move\r\n   for i=1:4 % UDLR\r\n    if Cadj(i)==0,continue;end % Ignore into wall Cadj==0 movement\r\n     Lidxn=Lidx+adj(i);\r\n     msn(Lidxn)=1;\r\n     \r\n     c2=nnz(msn==2);\r\n     ptr1=find(msn==2,1,'first');\r\n     ptr2=find(msn==2,1,'last');\r\n     cvec=statec2(1:enptr)==c2; % Reduce vector check only to c2 qty vectors\r\n     cvec=cvec \u0026 stateh(1:enptr,Lidxn)==1 \u0026 stateh(1:enptr,ptr1)==2 \u0026 stateh(1:enptr,ptr2)==2;\r\n     if nnz(cvec) % Perform a check\r\n      if nnz(sum(abs(stateh(cvec,:)-msn),2)==0) %23K/1.9s Pre-exist state check\r\n        msn(Lidxn)=ms(Lidxn); % Reset msn\r\n       continue; %Abort when create an existing prior state\r\n      end\r\n     end\r\n     \r\n     enptr=enptr+1; % new valid state\r\n     spath(enptr,:)=spath(hptr,:);\r\n     spath(enptr,depth)=i; % UDLR as 1 2 3 4\r\n     stateh(enptr,:)=msn;\r\n     msn(Lidxn)=ms(Lidxn); % Reset msn\r\n     statec2(enptr)=c2;\r\n          \r\n     if c2==0,break;end\r\n   end % UDLR\r\n   if c2==0\r\n    eptr=enptr;\r\n    break;\r\n   end\r\n   \r\n  end % hptr\r\n  sptr=eptr+1; % update wave\r\n  eptr=enptr;\r\n   \r\n end % while  c2\u003e0\r\n \r\n UDLR='UDLR';\r\n pathbest=UDLR(spath(eptr,1:depth));\r\n fprintf('BestPath:');fprintf('%s',pathbest);fprintf('\\n')\r\n  \r\nend %maze_breadth","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 1  optimal solution L15 LLLDURRRUDRRURR\r\nms=['###.#...'\r\n    '...L..##'\r\n    '.#######'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nztic=tic;\r\nv = Lambdaman_123(m);\r\ntoc(ztic)\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n if length(v)==15\r\n  valid=1;\r\n else\r\n  fprintf('Length 15 required. Given length:%i\\n',length(v));\r\n end\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nzmap=[0 0 0;1 0 0;0 1 0;0 0 1]; % maps to 1:4\r\nfigure;image(m+1);colormap(zmap);axis equal;axis tight\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 2  optimal solution L26 RDURRDDRRUUDDLLLDLLDDRRRUR\r\nms=['L...#.'\r\n    '#.#.#.'\r\n    '##....'\r\n    '...###'\r\n    '.##..#'\r\n    '....##'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nztic=tic;\r\nv = Lambdaman_123(m);\r\ntoc(ztic)\r\n\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n if length(v)==26\r\n  valid=1;\r\n else\r\n  fprintf('Length 26 required. Given length:%i\\n',length(v));\r\n end\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nzmap=[0 0 0;1 0 0;0 1 0;0 0 1]; % maps to 1:4\r\nfigure;image(m+1);colormap(zmap);axis equal;axis tight\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 3  optimal solution L40 DRDRLLLUDLLUURURLLURLUURRDRDRDRDUUUULDLU\r\nms=[  '......'\r\n      '.#....'\r\n      '..#...'\r\n      '...#..'\r\n      '..#L#.'\r\n      '.#...#'\r\n      '......'];\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\nztic=tic;\r\nv = Lambdaman_123(m);\r\ntoc(ztic)\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n if length(v)==40\r\n  valid=1;\r\n else\r\n  fprintf('Length 40 required. Given length:%i\\n',length(v));\r\n end\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nzmap=[0 0 0;1 0 0;0 1 0;0 0 1]; % maps to 1:4\r\nfigure;image(m+1);colormap(zmap);axis equal;axis tight\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-14T03:49:34.000Z","deleted_by":null,"deleted_at":null,"solvers_count":12,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-13T14:56:14.000Z","updated_at":"2025-12-08T21:14:18.000Z","published_at":"2024-07-14T03:49:34.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a breadth first search with prior state check.  Optimal length solutions are required.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58773,"title":"ICFP 2023 Orchestra:  Score Optimization of 2-Musicians and 1-Attendee","description":"The Template solves all cases.   Please submit the template and view the graphs.\r\nThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The ICFP 2023 Orchestra Spec shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \r\nThis Challenge is to place Two musicians onto the stage,mxy, to maximize Joy for one attendee,axy. Score an Attendee Joy higher than a min_score. The Joy table am is Joy co-factor for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\r\nThe Joy here is to see the figures of optimal placement and the data per case.\r\n\r\nThe Challenge is to minimize the time, best known time of 0.28s, and/or to clean the code for size.\r\nThe scoring and blocking functions are provided in the template.\r\n\r\nThis figure is a case where the Attendee is Grumpy and dislikes both Musicians to different amounts.\r\n\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 830.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 415.25px; transform-origin: 407px 415.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 255px 8px; transform-origin: 255px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Template solves all cases.   Please submit the template and view the graphs.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 346.5px 8px; transform-origin: 346.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 334px 8px; transform-origin: 334px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374px 8px; transform-origin: 374px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place Two musicians onto the stage,mxy, to maximize Joy for one attendee,axy. Score an Attendee Joy higher than a min_score. The Joy table am is Joy co-factor for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 246px 8px; transform-origin: 246px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Joy here is to see the figures of optimal placement and the data per case.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 306.5px 8px; transform-origin: 306.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Challenge is to minimize the time, best known time of 0.28s, and/or to clean the code for size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 202.5px 8px; transform-origin: 202.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe scoring and blocking functions are provided in the template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 425.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 212.75px; text-align: left; transform-origin: 384px 212.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 560px;height: 420px\" 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\" data-image-state=\"image-loaded\" width=\"560\" height=\"420\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 316px 8px; transform-origin: 316px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis figure is a case where the Attendee is Grumpy and dislikes both Musicians to different amounts.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Orc_2M1A(axy,mu,am,xmin,xmax,ymin,ymax,score,sxy)\r\n %Given 1 Attendee and 2 Musicians Optimize Score\r\n %Place Musicicans,mxy, within the bounds of the stage [xmin xmax ymin ymax] to\r\n % achieve maximum score sum for i=1:2 1000000*am(1,mu(i))/dist_squared(axy,mxy(i,:)\r\n % where mu(i) is musician type 1 or 2 and am is an Affinity matrix [1,2]\r\n %sxy(600,2) contains all the integer stage points; note:mxy is not limited to integers\r\n % Musicians must be spaced by 10 or more\r\n % A musician gets no score if the other musician is 5 or less from the musician's \r\n % line-of-sight to the attendee (a function distP2Seg is provided)\r\n \r\n %Performance approx 0.62s  Best known Time:0.28s\r\n for x1=xmin:xmax\r\n  for y1=ymin:ymax\r\n   for x2=xmin:xmax\r\n    for y2=ymin:ymax\r\n      if (y2-y1)^2+(x2-x1)^2\u003c100,continue;end\r\n      mxy=[x1 y1;x2 y2];\r\n      [Totscr,muscr]=Calc_score(mxy,mu,am,axy);\r\n      if Totscr\u003e=score\r\n       return;\r\n      end\r\n    end %y2\r\n   end %x2\r\n  end %y1\r\n end %x1\r\n \r\nend %Orc_2M1A\r\n\r\nfunction [Totscr,muscr]=Calc_score(mxy,mu,am,axy)\r\n%No error checking,volume,pillars\r\n Lmu=length(mu);\r\n na=size(axy,1);\r\n  \r\n%Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n muscr=zeros(Lmu,1);\r\n dmax=25;\r\n for j=1:Lmu\r\n  for i=1:na\r\n   bflag=0;\r\n   for k=1:Lmu %search for any blockng musician \r\n    if k==j,continue;end\r\n    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(i,1),axy(i,2)); %Intra Seg dist\r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end\r\n   \r\n   if bflag\r\n     continue;\r\n   end\r\n   \r\n   muscr(j)=muscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n  end\r\n end\r\n Totscr=sum(muscr);\r\nend %Calc_score\r\n\r\nfunction d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n% Distance from segment only if intra-segment\r\n% reduce to 0\u003c=t\u003c=1\r\n%The point is (px,py) and the segment is [(vx,vy) to (wx,wy)].\r\n% [px py vx vy wx wy]\r\n\r\n d2=Inf;\r\n sL2=(vx-wx)^2+(vy-wy)^2;\r\n %if sL2==0 % Segment is a point  %Error check removed\r\n % d2=(px-vx)^2+(py-vy)^2;\r\n %else % non-point segment\r\n  t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n  if t\u003c0 % Pt beyond normal of segment\r\n   return\r\n   %d2=(px-vx)^2+(py-vy)^2;\r\n  elseif t\u003e1 % Pt beyond normal of segment\r\n    return\r\n   %d2=(px-wx)^2+(py-wy)^2;\r\n  else\r\n   sx=vx+t*(wx-vx);\r\n   sy=vy+t*(wy-vy);\r\n   d2=(px-sx)^2+(py-sy)^2;\r\n  end\r\n %end\r\n %d=sqrt(d2);\r\nend %distP2S2Z\r\n","test_suite":"%%\r\nvalid=1;\r\n\r\norcm=[40 60 5 24 10 39 35 16 1 2 10 20 214053; % mid right 214054\r\n      40 60 5 24 10 39 12 1 1 2 10 20 305630;  %Bot mid 305631\r\n      50 80 25 40 10 60 5 35 1 1 20 20 93947;  %Left Mid 93948\r\n      50 80 25 40 10 60 5 35 1 2 10 -20 24999; %Left with Neg Affinity 25000\r\n      50 80 25 40 10 60 15 70 1 1 10 10 65897; %TL Diag 15 65898\r\n      500 500 1 30 1 30 450 450 1 1 10 10 55;  %56\r\n      30 40 10 18 5 25 15 35 1 2 10 10  127329; %Top Mid; narrow stage\r\n      60 40 10 50 10 30 35 35 1 2 -10 -20 -14105];  %pair Negatve -14104\r\n\r\nOrctime=0;\r\nfigptr=0;\r\n\r\nfor i=1:size(orcm,1)\r\npxyr=[];\r\n[rwx, rhy, xmin, xmax, ymin, ymax, axy, mu, am, score]= ...\r\n  deal(orcm(i,1),orcm(i,2),orcm(i,3),orcm(i,4),orcm(i,5),orcm(i,6),orcm(i,7:8),orcm(i,9:10),orcm(i,11:12),orcm(i,13));\r\n\r\n%stage=ones(xmax-xmin+1,ymax-ymin+1);\r\nstage=ones(ymax-ymin+1,xmax-xmin+1);\r\n[sy,sx]=find(stage);\r\nsxy_base=[sx sy]-1; % Make LL [0,0] Stage(x,y) points\r\n\r\nsxy=sxy_base+[xmin ymin]; % 5 10;5 11  \r\nsxy=sortrows(sxy,[1 2],{'ascend' 'descend'}); %Matlab Find TL by col to BR\r\n\r\nsxy=flipud(sortrows(sxy,1,'ascend')); %Matlab find sequence TL by col to BR\r\n\r\nif mu(1)==mu(2)\r\n am(2)=[]; %if Only one musician type then am reduced\r\nend\r\n\r\n  ztic=tic;\r\n  mxy=Orc_2M1A(axy,mu,am,xmin,xmax,ymin,ymax,score,sxy);\r\n  Orctime=Orctime+toc(ztic);\r\n  dt=toc(ztic);\r\n  \r\n%Validity Checks\r\n if sum((mxy(1,:)-mxy(2,:)).^2)\u003c100\r\n  valid=0;\r\n  fprintf('Pid:%i  Invalid Spacing of Musicians\\n\\n',i);\r\n end\r\n \r\n if min(mxy(:,1))\u003cxmin || max(mxy(:,1))\u003exmax || min(mxy(:,2))\u003cymin || max(mxy(:,2))\u003eymax\r\n  valid=0;\r\n  fprintf('Pid:%i  Invalid Positioning of Musicians off Stage\\n\\n',i);\r\n end\r\n \r\n%[Totscr,muscr]=Calc_score(mxy,mu,am,axy);\r\n Lmu=length(mu);\r\n na=size(axy,1);\r\n %Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n muscr=zeros(Lmu,1);\r\n dmax=25;\r\n for j=1:Lmu\r\n  for ii=1:na\r\n   bflag=0;\r\n   \r\n   for k=1:Lmu %search for any blockng musician \r\n    if k==j,continue;end\r\n%    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(ii,1),axy(ii,2)); %Intra Seg dist\r\n%    d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n     px=mxy(k,1); py=mxy(k,2);\r\n     vx=mxy(j,1); vy=mxy(j,2);\r\n     wx=axy(ii,1); wy=axy(ii,2);\r\n     \r\n     dv2=Inf;\r\n     sL2=(vx-wx)^2+(vy-wy)^2;\r\n     t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n     if t\u003e=0 \u0026\u0026 t\u003c=1\r\n      sx=vx+t*(wx-vx);\r\n      sy=vy+t*(wy-vy);\r\n      dv2=(px-sx)^2+(py-sy)^2;\r\n     end\r\n     \r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end %k\r\n   \r\n   if bflag\r\n     continue;\r\n   end\r\n   \r\n   muscr(j)=muscr(j)+1000000*am(ii,mu(j))/d2am(ii,j);\r\n  end %ii\r\n end % j  mxy(j,:)\r\n Totscr=sum(muscr);\r\n\r\n\r\n if Totscr\u003cscore\r\n  valid=0;\r\n  fprintf('Pid:%i  Score:%.0f less than required %.0f\\n\\n',i,Totscr,score);\r\n end\r\n\r\n\r\nfprintf('\\nPid:%i  Score: %.0f   Time:%0.3f\\n',i,Totscr,dt);\r\nfprintf('axy x:%3i  y:%3i\\n',axy);\r\nfprintf('mxy(1,:) x:%2i  y:%2i scr:%8.0f  Type:%1i  Affinity:%2i\\n',mxy(1,:),muscr(1),mu(1),am(1,1));\r\nfprintf('mxy(2,:) x:%2i  y:%2i scr:%8.0f  Type:%1i  Affinity:%2i\\n',mxy(2,:),muscr(2),mu(2),am(1,mu(2)));\r\n\r\n\r\n%draw_orcs(axy,mxy,swx,shy,xmin,xmax,ymin,ymax,pxyr);\r\n figptr=figptr+1;\r\n figure(figptr);\r\n plot(axy(:,1),axy(:,2),'or');hold on  % Attendees\r\n axis tight; axis equal\r\n \r\n room= [0 0;rwx 0;rwx rhy;0 rhy;0 0]; %rwx, rhy\r\n plot(room(:,1),room(:,2),'k');\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'color',[.8 0 .8]);\r\n %plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n plot(mxy(1,1),mxy(1,2),'*b');\r\n plot(mxy(2,1),mxy(2,2),'xk');\r\n hold off\r\n \r\nend % orcm\r\n\r\nfprintf('Total Time: %.3f\\n',Orctime);\r\n\r\n\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-20T18:08:52.000Z","deleted_by":null,"deleted_at":null,"solvers_count":6,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-20T16:09:25.000Z","updated_at":"2023-07-20T18:08:54.000Z","published_at":"2023-07-20T18:08:54.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Template solves all cases.   Please submit the template and view the graphs.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place Two musicians onto the stage,mxy, to maximize Joy for one attendee,axy. Score an Attendee Joy higher than a min_score. The Joy table am is Joy co-factor for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Joy here is to see the figures of optimal placement and the data per case.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Challenge is to minimize the time, best known time of 0.28s, and/or to clean the code for size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe scoring and blocking functions are provided in the template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"420\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"560\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis figure is a case where the Attendee is Grumpy and dislikes both Musicians to different amounts.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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003: Lambdaman 5","description":"The ICFP2024 contest was held June 29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 5 maze is a 11x16 matrix L near middle. Points are '#' wall and '.' a cheese bit. Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nLambdaman 5 was given as an ICFP encrypted text String: Slllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\r\n.....########...\r\n....#...........\r\n...#..######....\r\n..#..#......#...\r\n.#..#...##...#..\r\n.#..#..#L.#...#.\r\n.#...#....#...#.\r\n..#...####...#..\r\n...#........#...\r\n....########....\r\n................\r\nThe contest's best Lambdaman5 solution was written in ICFP to reduce length versus ~150 U/R/D/L commands.\r\nB$ L\" B. S3/,6%},!-\"$!-!.Z} B$ v\" B$ v\" B$ v\" SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO L! B. B. v! v! v! which defines the function L\" as triple(x) from B$ L\" and L! B. B. v! v! v!  The usage B$ v\" invokes triple(x) thus the main becomes triple(triple(triple(SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO) )) or 27 repeats of the string.\r\nThe big hint here is that ICFP O is U, \u003e is D, F is L, and L is R when decrypted. Running into walls causes no movement and since this is a spiral maze there appears to be a short sequence that spans all the cheesy bits when repeated.  To me it was nuts that someone devised this short sequence.\r\n\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nI will be posting the entire ICFP2024 contest challenges and best solutions.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 728.767px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 364.383px; transform-origin: 407px 364.383px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 302px 8px; transform-origin: 302px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June 29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 372.5px 8px; transform-origin: 372.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 5 maze is a 11x16 matrix L near middle. Points are '#' wall and '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 186px 8px; transform-origin: 186px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eLambdaman 5 was given as an ICFP encrypted text String: Slllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cul style=\"block-size: 230.267px; counter-reset: list-item 0; font-family: Helvetica, Arial, sans-serif; list-style-type: square; margin-block-end: 20px; margin-block-start: 10px; margin-bottom: 20px; margin-top: 10px; perspective-origin: 391px 115.133px; transform-origin: 391px 115.133px; margin-top: 10px; margin-bottom: 20px; \"\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.....########...\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e....#...........\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e...#..######....\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e..#..#......#...\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.#..#...##...#..\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.#..#..#L.#...#.\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.#...#....#...#.\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e..#...####...#..\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e...#........#...\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e....########....\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e................\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003c/ul\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 350px 8px; transform-origin: 350px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman5 solution was written in ICFP to reduce length versus ~150 U/R/D/L commands.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375px 8px; transform-origin: 375px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ L\" B. S3/,6%},!-\"$!-!.Z} B$ v\" B$ v\" B$ v\" SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO L! B. B. v! v! v! which defines the function L\" as triple(x) from B$ L\" and L! B. B. v! v! v!  The usage B$ v\" invokes triple(x) thus the main becomes triple(triple(triple(SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO) )) or 27 repeats of the string.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377px 8px; transform-origin: 377px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe big hint here is that ICFP O is U, \u0026gt; is D, F is L, and L is R when decrypted. Running into walls causes no movement and since this is a spiral maze there appears to be a short sequence that spans all the cheesy bits when repeated.  To me it was nuts that someone devised this short sequence.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.75px; text-align: left; transform-origin: 384px 10.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 0px 8.5px; transform-origin: 0px 8.5px; \"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 235.5px 8px; transform-origin: 235.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eI will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = Lambdaman5(m)\r\n% m is a maze where 2 is cheese to eat, 1 is Lambdaman the token being moved, and\r\n% 0 is a wall\r\n%v is path moved using UDLR characters for Up, Down, Left, and Right\r\n%Running into a wall or going off maze reults in no movement\r\n\r\n%A correct answer for Lambdaman5 is a string of about 220 RDLU characters\r\n%Answers may vary wildly\r\n v='RDLLLU';\r\nend\r\n\r\n%Lambdaman 5 ICFP dataset and optimal solution\r\n%{\r\nMaze\r\nSlllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\r\n.....########...\r\n....#...........\r\n...#..######....\r\n..#..#......#...\r\n.#..#...##...#..\r\n.#..#..#L.#...#.\r\n.#...#....#...#.\r\n..#...####...#..\r\n...#........#...\r\n....########....\r\n................\r\n\r\nSolution\r\nB$ L\" B. S3/,6%},!-\"$!-!.Z} B$ v\" B$ v\" B$ v\" SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO \r\nL! B. B. v! v! v! \r\n\r\nwhich defines the function L\" as triple(x) from B$ L\" and L! B. B. v! v! v!  \r\nThe usage B$ v\" invokes triple(x) \r\nthus the main becomes triple(triple(triple(SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO) )) \r\nor 27 repeats of the string.\r\nThe big hint here is that ICFP O is U, \u003e is D, F is L, and L is R when decrypted. \r\nRunning into walls causes no movement and since this is a spiral maze there appears to be \r\na short sequence that spans all the cheesy bits when repeated.  \r\nTo me it was nuts that someone devised this short sequence.\r\n\r\n%}\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}\r\n\r\n","test_suite":"%%\r\nvalid=0;\r\n%   # Wall 0   L lambdaman 1,   . Cheese 2,   \r\n%11x16\r\nms=['.....########...'\r\n'....#...........'\r\n'...#..######....'\r\n'..#..#......#...'\r\n'.#..#...##...#..'\r\n'.#..#..#L.#...#.'\r\n'.#...#....#...#.'\r\n'..#...####...#..'\r\n'...#........#...'\r\n'....########....'\r\n'................'];\r\n\r\n[nr,nc]=size(ms);\r\nm=ones(nr,nc)*2; %Cheese bits are 2.\r\nm(ms=='#')=0; % Wall\r\nm(ms=='L')=1; % Landaman, start point\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\nfprintf('\\n');\r\n\r\nv = Lambdaman5(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman start point\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n%mc\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\n.....########...\r\n....#...........\r\n...#..######....\r\n..#..#......#...\r\n.#..#...##...#..\r\n.#..#..#L.#...#.\r\n.#...#....#...#.\r\n..#...####...#..\r\n...#........#...\r\n....########....\r\n................\r\n%}","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-10T06:39:55.000Z","deleted_by":null,"deleted_at":null,"solvers_count":7,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-10T05:41:35.000Z","updated_at":"2025-12-16T01:40:53.000Z","published_at":"2024-07-10T06:39:55.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June 29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 5 maze is a 11x16 matrix L near middle. Points are '#' wall and '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eLambdaman 5 was given as an ICFP encrypted text String: Slllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.....########...\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e....#...........\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e...#..######....\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e..#..#......#...\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.#..#...##...#..\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.#..#..#L.#...#.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.#...#....#...#.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e..#...####...#..\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e...#........#...\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e....########....\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e................\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman5 solution was written in ICFP to reduce length versus ~150 U/R/D/L commands.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ L\\\" B. S3/,6%},!-\\\"$!-!.Z} B$ v\\\" B$ v\\\" B$ v\\\" SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO L! B. B. v! v! v! which defines the function L\\\" as triple(x) from B$ L\\\" and L! B. B. v! v! v!  The usage B$ v\\\" invokes triple(x) thus the main becomes triple(triple(triple(SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO) )) or 27 repeats of the string.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe big hint here is that ICFP O is U, \u0026gt; is D, F is L, and L is R when decrypted. Running into walls causes no movement and since this is a spiral maze there appears to be a short sequence that spans all the cheesy bits when repeated.  To me it was nuts that someone devised this short sequence.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eI will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58508,"title":"ICFP 2023: Orchestra,  Place Band members to maximize Audience net Happiness ","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\r\nThe ICFP 2023 site will hopefully have contestant writeups. The ICFP 2023 Orchestra Spec shows details of the contest. I modified the problem contents to the necessary elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\r\n\r\nThis Challenge is to place the 16 musicians,mxy, of Problem 22 onto the stage and score an Attendee happiness score of higher than 19 million; Best known 47221761. The inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below.\r\nIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\r\nSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2. \r\nPlease submit the template to view the tables and graphs. The graphs will give a great starting point.\r\n \r\nThis is the Orchestra room problem 22 showing the attendees and the stage. \r\nThe stage is the line on the bottom at Y=10 extending in X 10:990 .","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 799.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 399.75px; transform-origin: 407px 399.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367px 8px; transform-origin: 367px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 201.5px 8px; transform-origin: 201.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 96.5px 8px; transform-origin: 96.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. I modified the problem contents to the necessary elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place the 16 musicians,mxy, of Problem 22 onto the stage and score an Attendee happiness score of higher than 19 million; Best known 47221761. The inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 373px 8px; transform-origin: 373px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 350px 8px; transform-origin: 350px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 315.5px 8px; transform-origin: 315.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePlease submit the template to view the tables and graphs. The graphs will give a great starting point.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 319.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 159.75px; text-align: left; transform-origin: 384px 159.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 860px;height: 314px\" 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\" data-image-state=\"image-loaded\" width=\"860\" height=\"314\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 244px 8px; transform-origin: 244px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 210px 8px; transform-origin: 210px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Process_orc(d,mu,axy,am,pxyr);\r\n% d [1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\n% mu [1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]  the 16 musicians who have various instruments 1:9\r\n% axy [400,2]  (x,y) position for the 400 attendees\r\n% am  [400,9]  Each attendee's happiness co-factors per instrument types 1:9 seen in mu\r\n\r\n% No two mu may be within 10 of one another\r\n% If any other mxy is within a distance of 5 from the segment axy_i to mxy_j then Happiness_i_j=0\r\n%  This stage is on a line so there is minimal blocking for 10 separation\r\n%  The min distance from point to a segment is Cody \r\n%   https://www.mathworks.com/matlabcentral/cody/problems/1446\r\n%   The smallest solutions are often very slow\r\n%\r\n% Happiness_i_j=1000000*am(i,mu(j))/d2am(i,j); where d2am(i,j) distance squared axy_i,mxy_j\r\n% Score is sum of Happiness\r\n% Best known solution is 47221761 for problem 22\r\n\r\n  mxy=zeros(length(mu),2);\r\n  mxy(:,1)=10:10:160;\r\n  \r\n  %mxy(:,2)=ymin;\r\n  \r\n  %mxy(1,1)=10; %Manual entry\r\n  % ...\r\n  %mxy(16,1)=990;\r\n  \r\n  %mxy(:,1)=[10 40 ... 990]; %Tighter manual entry\r\n\r\n% One solution method would use the Test Suite created Tables/Figures.\r\n% Deconflict x-values and find good performing x-values for each musician\r\n% mu       [ 1   2  3  4  5   6   7   8  9  3  4   7   2  1   2  4] are instrument types\r\n% mxy(:,1)=[71 702 72 72 72 165 702 702 72 72 72 702 702 71 702 72] %from Table of X-Peak Happiness by instrument type\r\n% mxy(:,1)=[] %Need to deconflict x-locactions,\u003e=10 separations, using Happiness figures,xmin=10 \r\nend\r\n","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Taking GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time\r\n \r\ndir_struct=dir;\r\n\r\nfor i=1:size(dir_struct,1)\r\n fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\nend\r\n\r\ntic\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n',toc); %Load Time of orc from .mat\r\n\r\n%fname='orc_d_mu_axy_am_pxyr.mat'\r\npid=22; % Stage is a Line [10:990, 10:10] in what they call [X,Y]\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n',d(3:6));\r\nmxy=Process_orc(d,mu,axy,am,pxyr);\r\n\r\n%Fixing out of bounds values\r\nmxy(:,2)=ymin;\r\nmxy(mxy(:,1)\u003cxmin,1)=xmin-10; \r\nmxy(mxy(:,1)\u003exmax,1)=xmin-10;\r\n\r\n%Using similar triangles for blocking by friend check; Not perfect but good enough for this\r\n%Any players with distance\u003c10 from any other player gets put to xmin-10\r\nLmu=length(mu); % number of musicians\r\nnmut=max(mu); % number of musician types\r\nna=size(axy,1); % number of attendees\r\ngap_fail=mu\u003eInf; % Logical zero of size mu\r\nfor i=1:length(mu)\r\n mxy_dist=(mxy(:,1)-mxy(i,1)).^2;\r\n mxy_dist(i)=100;\r\n if min(mxy_dist)\u003c100, gap_fail(i)=1;end\r\nend\r\nmxy(gap_fail==1,1)=xmin-10; % Throw all gap failers to xmin, No pts will be scored \r\n\r\n% muscr(j)=muscr(j)+1000000*v(j)*qf(j)*am(i,mu(j))/d2am(i,j);\r\n% Calc dist squared from each a(attendee) to each m(Musician)\r\n mscr=zeros(Lmu,1); % Track individual scores\r\n mscrji=zeros(Lmu,na); % Scores of all attendees to placed musician location\r\n mscrit=zeros(nmut,rw);\r\n d2am=zeros(na,Lmu); \r\n d2ax=ones(na,xmax)*Inf; \r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n for x=xmin:xmax\r\n  d2ax(:,x)=sum((axy-[x,ymin]).^2,2);\r\n end\r\n \r\n scr=0;\r\n \r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   for k=1:nmut\r\n    for x=xmin:xmax\r\n     mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc i,j assume no issues\r\n    end\r\n   end\r\n   \r\n  for j=1:Lmu\r\n   mscrji(j,i)=1000000*am(i,mu(j))/d2am(i,j); % Calc i,j assume no issues\r\n   \r\n   mxj=mxy(j,1);\r\n   if mxj\u003cxmin,continue;end % Skip failed musician placements\r\n   myj=mxy(j,2);\r\n   blocked=0;\r\n   \r\n   for k=1:Lmu\r\n    if k==j,continue;end % can't blck self\r\n    mxk=mxy(k,1);\r\n    if mxk\u003cxmin,continue;end % Skip failed musician placements\r\n    myk=mxy(k,2);\r\n    \r\n    %dminp2seg=min(hypot(mxk-linspace(mxj,ax,1e5),myk-linspace(myj,ay,1e5)));\r\n    % Very small but very slow\r\n    %if dminp2seg\u003c5\r\n    % blocked=1;\r\n    % break;\r\n    %end\r\n    \r\n    \r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    \r\n    if d2\u003c=25  %No one musician adj to vector within 5 or 25 for dist squared\r\n     blocked=1;\r\n     break; %exit upon block determination\r\n    end\r\n \r\n   end % k Lmu\r\n   % Blocked musician-j by any musician scores 0 for this attendee-i\r\n   if blocked==1,continue;end \r\n   \r\n   %musicians play different instruments\r\n   %attendees have like(+) and dislike(-) negative co-factors\r\n   %mu(j) gives instrument of musician\r\n   %am(i,mu(j)) gives attendee Happiness for insturment mu(j)\r\n   mscr(j)=mscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n   scr=scr+1000000*am(i,mu(j))/d2am(i,j);\r\n  end % j Lmu\r\n end % na\r\n \r\n \r\n for i=1:Lmu\r\n  fprintf('Player %2i xpos: %3i  Instr:%i  scr: %10.0f\\n',i,mxy(i,1),mu(i),mscr(i));\r\n end\r\n fprintf('\\n');\r\n \r\n fprintf('Total scr: %.0f ********************\\n\\n',scr);\r\n \r\n \r\n fprintf('\\n\\nThe following lines are the titles for the 10 figures lower down\\n\\n');\r\n %Figures\r\n %Played Positions and Orchestra room of attendees/pillars\r\n fprintf ('Problem: %i Orchestra\\n',pid)\r\n \r\n figure(10);\r\n plot(axy(:,1),axy(:,2),'.k');hold on\r\n axis tight; %axis equal\r\n for i=1:size(pxyr,1) % rectangle -no matrix allowed  Pillars fast draw\r\n  rectangle('Position',[pxyr(i,1:2)-pxyr(i,3) 2*pxyr(i,3) 2*pxyr(i,3)],'Curvature',[1 1],'FaceColor',[.9 .4 .8])\r\n end\r\n room= [0 0;rw 0;rw rh;0 rh;0 0];\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'k');\r\n plot(room(:,1),room(:,2),'Color',[1 0 1]);\r\n plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n hold off\r\n \r\n %for i=xmin:50:xmax % Sampling of  mscrit  MUT Score across x\r\n   %mscrit=zeros(nmut,rw)\r\n   %mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc i,j assume no issues\r\n   %fprintf('%3i: ',i);fprintf('%8.0f ',mscrit(:,i));fprintf('\\n')\r\n %end\r\n \r\n% for i=1:16\r\n%  ptr=find(mscrji(i,:)==max(mscrji(i,:)),1,'first');\r\n%  fprintf('Axy: %3i %3i of Player %2i max score %9.0f\\n',axy(ptr,:),i,max(mscrji(i,:)));\r\n% end\r\n \r\n%Plot of Happiness for each Musician Type as a function of X\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%i Happiness vs X;  max Happiness x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit(i,:)==max(mscrit(i,:)),1,'first'),max(mscrit(i,:)));\r\n  figure(i);plot((1:rw)',mscrit(i,:)','.r');\r\n end\r\n \r\n %for i=0:4:Lmu-1\r\n % i2=1+i/4;\r\n % fprintf('Player Happiness per Attendee: red:%i  blue %i  k:%i  mag %i\\n',i+1,i+2,i+3,i+4);\r\n % figure(i2);\r\n % %clf(i2);\r\n  %h=title(['Player: ' num2str(i) '  Happiness per Attendee']);\r\n%  figure(i2);plot((1:na)',mscrji(i+1,:)','.r');hold on\r\n%  plot((1:na)',mscrji(i+2,:)','.b');\r\n%  plot((1:na)',mscrji(i+3,:)','.k')\r\n%  plot((1:na)',mscrji(i+4,:)','+m')\r\n%  hold off;\r\n% end\r\n \r\n % for j=2:Lmu\r\n %  plot((1:na)',mscr(j,:)','.k');\r\n % end\r\n % hold off\r\n %end\r\n \r\n % can I overwrite\r\n %ScoringEngineTestPoint1.m 5699 with updated best score info\r\n %Plot Scores in  Output file\r\n \r\n \r\n\r\nvalid=scr\u003e19000000; % Very low threshold,  Good Score 47e6\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":1,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-15T12:19:51.000Z","deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":"2023-07-15T03:09:53.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-13T16:40:00.000Z","updated_at":"2023-07-15T12:19:52.000Z","published_at":"2023-07-14T22:58:31.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. I modified the problem contents to the necessary elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place the 16 musicians,mxy, of Problem 22 onto the stage and score an Attendee happiness score of higher than 19 million; Best known 47221761. The inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlease submit the template to view the tables and graphs. The graphs will give a great starting point.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"314\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"860\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60598,"title":"ICFP2024 004: Lambdaman 10","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 10 maze is a 50x50 matrix L at index 1,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB. SF B$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\" B+ v# I\" I\"   in this language F=\u003eL, l=\u003e., ~=\u003eLineFeed, IR means Integer 49, IS is 50\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman10 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\r\nB$ B$ L$ B$ v$ v$ L# L\" ? B= v\" Id S3/,6%},!-\"$!-!.VU} B. B$ B$ v# v# B% B* v\" I9 I,2X BT I\" BD B% v\" I% SFOL\u003e I8\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\n Lambdaman21 was solved by Thirteen Team using tools. ThirteenTeam youtube ICFP2024\r\nThis challenge is to solve the Lamdaman10 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 544px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 272px; transform-origin: 407px 272px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 369.5px 8px; transform-origin: 369.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 10 maze is a 50x50 matrix L at index 1,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. SF B$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\" B+ v# I\" I\"   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 354px 8px; transform-origin: 354px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman10 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 360px 8px; transform-origin: 360px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ B$ L$ B$ v$ v$ L# L\" ? B= v\" Id S3/,6%},!-\"$!-!.VU} B. B$ B$ v# v# B% B* v\" I9 I,2X BT I\" BD B% v\" I% SFOL\u0026gt; I8\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 100px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 50px; text-align: left; transform-origin: 384px 50px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 100px;height: 100px\" src=\"data:image/gif;base64,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\" data-image-state=\"image-loaded\" width=\"100\" height=\"100\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 182.5px 8px; transform-origin: 182.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.youtube.com/watch?v=Xcm3S9VlqqY\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eThirteenTeam youtube ICFP2024\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve the Lamdaman10 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v=Lambdaman10(m)\r\n%Simple solver going donw/up columns based upon apriori knowledge of wall structure.\r\n%\r\n%m wall-0  L-1  Cheezy-2  Empty-3\r\n v='';\r\n [nr,nc]=size(m);\r\n [tr,tc]=find(m==1);\r\n%Process Lambda10\r\n\r\n%'L..........#..........#..........#..........#.....' top\r\n%'.....#..........#..........#..........#..........#'\r\n%'..........#..........#..........#..........#......'\r\n\r\n%'....#..........#..........#..........#..........#.'  bottom\r\n%'.........#..........#..........#..........#.......'\r\n%'...#..........#..........#..........#..........#..'];\r\n\r\n%Down odd\r\n% Obstacle - go RDDL , special bottom cases \r\n%Up Even\r\n% Obstacle - go LUUR , special top cases\r\n\r\nwhile nnz(m==2) % Any remaining cheezy bits\r\n%Down odd\r\n while tr\u003cnr\r\n  % 'D'\r\n  m(tr,tc)=3;\r\n  if m(tr+1,tc)\u003e0 % 'D'\r\n   tr=tr+1;m(tr,tc)=1;v=[v 'D'];\r\n  else % wall \r\n   if tr==nr-1 %RD\r\n    tc=tc+1; m(tr,tc)=3;v=[v 'R'];\r\n    tr=tr+1;m(tr,tc)=1;v=[v 'D'];\r\n   else % RDDL\r\n    tc=tc+1; m(tr,tc)=3;v=[v 'R'];\r\n    tr=tr+1;m(tr,tc)=3;v=[v 'D'];\r\n    tr=tr+1;m(tr,tc)=3;v=[v 'D'];\r\n    tc=tc-1; m(tr,tc)=1;v=[v 'L'];\r\n   end\r\n  end\r\n end % tr\r\n \r\n %tr=nr\r\n if mod(tc,2)==1 % sitting at (nr,odd) \r\n   if m(nr,tc+1)\u003e0 % shift right\r\n    % 'R'\r\n    m(tr,tc)=3;\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   else % madj r is a wall (nr,tc+1)\r\n    %need to go up and right to get to even (nr-1,even)\r\n    % 'UR'\r\n    m(tr,tc)=3;\r\n    tr=tr-1;m(tr,tc)=3;v=[v 'U'];\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   end\r\n end %mod(tc,2)==1  odd column\r\n\r\n%Up Even\r\n while tr\u003e1  % case tr==2 and tr==1 has a wall?\r\n  % 'U'\r\n  m(tr,tc)=3;\r\n  if m(tr-1,tc)\u003e0 % 'U'\r\n   tr=tr-1;m(tr,tc)=1;v=[v 'U'];\r\n  else % wall\r\n   if tr==2 %RU\r\n    tc=tc+1; m(tr,tc)=3;v=[v 'R'];\r\n    tr=tr-1;m(tr,tc)=1;v=[v 'U'];\r\n   else % LUUR\r\n    tc=tc-1; m(tr,tc)=3;v=[v 'L'];\r\n    tr=tr-1;m(tr,tc)=3;v=[v 'U'];\r\n    tr=tr-1;m(tr,tc)=3;v=[v 'U'];\r\n    tc=tc+1; m(tr,tc)=1;v=[v 'R'];\r\n   end\r\n  end\r\n end % tr \r\n \r\n if nnz(m==2)==0,break;end\r\n \r\n %tr=1\r\n if mod(tc,2)==0 % sitting at (1,even) \r\n   if m(1,tc+1)\u003e0 % shift right\r\n    % 'R'\r\n    m(tr,tc)=3;\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   else % madj r is a wall (nr,tc+1)\r\n    %need to go down and right to get to odd (2,odd)\r\n    % 'DR'\r\n    m(tr,tc)=3;\r\n    tr=tr+1;m(tr,tc)=3;v=[v 'D'];\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   end\r\n end %mod(tc,2)==1  odd column\r\nend % while nnz(m==2)\r\n\r\nend % Lambdaman10\r\n\r\n%Lambdaman 10 ICFP dataset and optimal solution\r\n%{\r\nMaze\r\nhttps://github.com/codingteam/icfpc-2024/blob/master/data/lambdaman/lambdaman10.glx\r\nB. SF B$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\" B+ v# I\" I\"\r\n\r\nSolution\r\nB$ B$ L$ B$ v$ v$ L# L\" ? B= v\" Id S3/,6%},!-\"$!-!.VU} B. B$ B$ v# v# B% B* v\" I9 I,2X BT I\" BD B% v\" I% SFOL\u003e I8\r\n\r\n%}\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\nms=['L..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'];\r\n\r\n[nr,nc]=size(ms);\r\nm=ones(nr,nc)*2; %Cheese bits are 2.\r\nm(ms=='#')=0; % Wall\r\nm(ms=='L')=1; % Landaman, start point\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman10(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\nr=1;c=1;  % Limit is 50,50 for Lambdaman10 starts at (1,1)\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\nL..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n%}\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-11T04:23:05.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-09T20:47:10.000Z","updated_at":"2024-07-11T04:23:06.000Z","published_at":"2024-07-11T04:23:06.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 10 maze is a 50x50 matrix L at index 1,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. SF B$ B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L\\\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\\\" B+ v# I\\\" I\\\"   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman10 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ B$ L$ B$ v$ v$ L# L\\\" ? B= v\\\" Id S3/,6%},!-\\\"$!-!.VU} B. B$ B$ v# v# B% B* v\\\" I9 I,2X BT I\\\" BD B% v\\\" I% SFOL\u0026gt; I8\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.youtube.com/watch?v=Xcm3S9VlqqY\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eThirteenTeam youtube ICFP2024\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve the Lamdaman10 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"target\":\"/media/image1.gif\",\"relationshipId\":\"rId1\"}]},{\"partUri\":\"/media/image1.gif\",\"contentType\":\"image/gif\",\"content\":\"data:image/gif;base64,R0lGODlhyADIAOetAAAAAA0NDRYWFhwcHCIiIiYmJioqKi4uLjIyMjU1NTg4ODs7Oz09PUBAQEJCQkVFRUdHR0lJSUtLS01NTU9PT1FRUVNTU1VVVVZWVlhYWFpaWlxcXF1dXV9fX2BgYGJiYmNjY2VlZWZmZmhoaGlpaWpqamxsbG1tbW5ubnBwcHFxcXJycnNzc3V1dXZ2dnd3d3h4eHl5eXp6enx8fH19fX9/f4CAgIGBgYKCgoODg4WFhYaGhoeHh4iIiIqKioyMjI2NjY6Ojo+Pj5CQkJGRkZKSkpOTk5SUlJWVlZaWlpeXl5iYmJmZmZqampubm5ycnJ2dnZ6enp+fn6CgoKGhoaKioqOjo6ampqenp6ioqKmpqaqqqqurq6ysrK2tra+vr7CwsLGxsbKysrOzs7S0tLW1tba2tri4uLm5ubq6uru7u7y8vL29vb6+vr+/v8DAwMHBwcLCwsPDw8TExMXFxcbGxsfHx8jIyMnJycrKysvLy8zMzM3Nzc7Ozs/Pz9DQ0NHR0dLS0tPT09TU1NXV1dbW1tfX19jY2Nra2tvb29zc3N3d3d7e3t/f3+Dg4OHh4eLi4uPj4+Tk5OXl5ebm5ufn5+jo6Onp6erq6uvr6+zs7O3t7e7u7u/v7/Dw8PHx8fLy8vPz8/T09PX19fb29vf39/j4+Pn5+fr6+vv7+/z8/P39/f7+/v///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////yH5BAEKAP8ALAAAAADIAMgAAAj+AFsJHEiwoMGDCBMqXMiwocOHECNKnEixosWLGDNq3Mixo8ePIEOKHEmypMmTKFOqXMmypcuXMGPKnEmzps2bOHPq3Mmzp8+fQIMKHUq0qNGjSJMqXcq0qdOnUKNKnUq1qtWrWLNq3cq1q9evYMOKHUu2rNmzaNOqXcu2rdu3cOPKnUu3rt27ePPq3cu3r9+/gAMLHky48F1UmhbxUXMliA0WIjA0GFCgAYUOMoxgYVNI0yrDJFVdAkRmSAYAqFOrXs0aNYIeahx9Bq1xE58rKwi03s17N4Utj1bK6U289QEHFTiMSBEjSBUxcPwkwpSKqKpJcpRQKM69O4AWfVT+oRzuvXxvASGKiNEzaTZP8ubj8+YA6CR8+fhZJ/ChhhEqnfflJyAANmBSUoADJkhAEHyQchOCCcp3AB0kQRjhgAQM0cd/M1l4oXlLVBeShx8KCEEZochEYond3eAgSCuyiF8BVmQCU4wyEteCKTDmmKMAXJTiEo4+8raDiB0RWaR5E+zBCktKYvDDFm8M4ggmoZiSCiuqnBKKJYnQscULAuCHxUdKLmmeDZ4I11sHTsTxiJASmRIIE7qZV4hHaapZXgSKqIQgB1b00aZGoIhxQHkT8MgRjptApIopo3zCSSSF3HGGFTIkcGEAaqRE3gA9wGEgSJ78UF4ZSXIXqUb+rHBiCBgsBDCgE+6RdMcRfbxIkhu2codAihtBCtIogRyRp3xQPAmVH8EWx8ajro5ESh0r4DeFs0/F0d0H3GJkbEmFtCDfmVEN0Z0kxVZ7EiEYxMdHVJ4YwN20Go17UilWmJfAqU9twR0P7Rb3akqHLFDeCRw6ZQl3EBRM3MEpWaJBeV1ENQJ3o+Tr7kqgnODdADY+hQV37Gak70qexNtdEFDdwV0iHhv8kiUNeIfIU4pwR0jNE8M0iHcrPEUJd34A3RvFLT3hXSNOZcJdIErzxjRLpFzQ3RIOc3dI1btdzZIe3Q3wSVOQcEcJ2K2JvdIqInRnRlOAcCcK26y5vdL+H982hUZxFUi89EyscNBdyUr1UFwRgltN09/cvbFUKfYSRyHeq+m9UifR9obDUjIXx0njYdfEA3cC+GqUKh8UpwO1NtPkrddJucHdILAHTdMl3YV6FCWV94ZCuOJ+PJMF3B1xFCfIF7dIq7HTJAV3GRg1SQXcUcGn8TLNXtzdQq3yRgHckXDK9tHP1DN3zwPFCiEmdLdBJ2hyH1Mo3c3rkyVodOAdBqOrX/pmMgHurMEmrEiFKTghiUCoIQnbKY8HNDEi+8WEBtzJQkpA4ScAQMFRPRqgTJDAHSJsUE0N6EOFLAgTgRWHBSf0kQPOoLoKijAma+AOBmLIIg6ogU7+B2LhS/LAnQfwMEIhIMMkBCVEl/CtOAY4YoJOsIVCNMwkK5vJ0LhDvJFwUEYJaEKgsNhEniCpJF/0EQn80EX06a4m6ytODb3opxNATSRZlEkjugM+k6RRTVe4IvTeSJM4EgeIaOwgalSgOYvkMSaG6M4ZYzKpLyniDl3AAfniQ4G1uXFwNhFEd3ySikVooYDlYYAncwfKmvRBWEFRRR+y5R0KBJB0bbtJ6IgTMaGwQg8R5A4LJnmRR8IEcsSpHlFGoa7ubIGVjrPJyYoDg6OMoTsBgAQu83aTInAHCUhhQ3desM3M3QQG3MkYUrTQHUNgTjWNZIkDuOOGpKiCBdz++ZzKysiy7vxBKZXoHG8oWLwbvgQR3XHEUpzAnTTs06AuaUN3EPk77szgoYSUCRO4A4KmqKA4AThfMfmZElZAgDtNaIoZuBOckUKUJZPoTj2Zsgju3KGgGYWJRLkzxqWIgjtkwGkrZVID7hQAhEthQHGkINRoykQT3fnBU0BQHHC6NKcuIUN36vAUfBIHCE0tnUxWoTXu0M8pLiiOEMKaS5mQjTsqgMrGiJPSqw7VJarwH3faAJVg8sYKbOVmTHZJHAN0zCmn4I4XAmtOmIzCr72pAlQqwZ05MBaeMVmCd5b4FDvQzq5ObUndumODqCiBO4iriDFPUgmFdUebTzH+BQKK04BcUWS1JelE87jjhKgQljeMu2xq4hkSUJDAOwc4lFNSYbjixAGjd2XtabwzN6jYjjsEBa1YU2IIBZRHBuJ5iiWC15vSQje0JSlFFczzgLM6RRRx404e3jlclAyirOXZE0jwMIfwqoQUL+gOBUQqXNQQNyOE8Kp5ghoSiZKAEG0UySbiW9lyYlYko6jDR+WzWJHsFAAl2IN/R3IH13JnA8RULUkngixl5eeZI/kwaiwghtR65BE3MM/OLFxfWMkqDC0QaHw0SBIZq2YGbbgER1QhiB3EB108NrCkTkEKUFwqU2iwwgy8GyECXK7IxOmAFfSAiQgzJBSDmML+SeOTAgLTV5HxyUAkTmLk3ihABlNggx8UcYlQkAIVrEigKUBxCUb0wQxM8ICAMnC2QcI5QT/oY0nq/GjiPEDJn6y0fDaAu5RQWtOt2QDAHA1q7xSADII0yadLnRoWgMKGrOZOArhwS5WsmtVbSHGUY12BNczR07FmzQV2jMdg7+YASQiEroFtbAAk4AxuhnWzD3CEP0T7JakoRBSUWuoFdOHVZAw2A4LABkcsOyapQMQWFA3nEcgBqUGstABEYIQx8KESZs5JJuzABFTm6ARnsASUSmQABkxAAyFAQQyAMAUxvKEP0zm3UDYBiC/kYM35KUALuBCIRtNGJKFoxB5vshwEGYBAAgsgQACOkxwV+CAKX4jDITZh24/b/OY4z7nOd87znvv850APutCHTvSiG/3oSE+60pfO9KY7/elQj7rUp071qlv96ljPuta3zvWue/3rYA+72MdO9rKb/exoT7va1872trv97XAvekAAADs=\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58439,"title":"ICFP 2022 - Optimal RGB for a region","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/19/23.\r\nThis challenge of Optimal RGB is addressed in detail by RGB Team or wiki Weiszfeld's Algotithm\r\nThis challenge is to return a good [r g b] set for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 105500 to Pass. A scoring function is provided in the template. Score  is Alpha*sum(pixel_color_dist)\r\nThe output is a [r g b] vector.\r\n ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 539.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 269.75px; transform-origin: 407px 269.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/19/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 177.5px 8px; transform-origin: 177.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of Optimal RGB is addressed in detail by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 23.5px 8px; transform-origin: 23.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e or wiki \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWeiszfeld's Algotithm\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a good [r g b] set for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 105500 to Pass. A scoring function is provided in the template. Score  is Alpha*sum(pixel_color_dist)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 91px 8px; transform-origin: 91px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output is a [r g b] vector.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 305.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 152.75px; text-align: left; transform-origin: 384px 152.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 300px;height: 300px\" 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\" 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src=\"data:image/png;base64,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\" data-image-state=\"image-loaded\" width=\"300\" height=\"300\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [r, g, b]=OptimalRGB(imgblk)\r\n  r=0; g=0; b=0;\r\nend\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0;\r\n\r\nimgblk1=G(1:200,1:200,:);\r\nimgblk2=G(201:400,1:200,:);\r\nimgblk3=G(1:200,201:400,:);\r\nimgblk4=G(201:400,201:400,:);\r\n\r\n[r, g, b]=OptimalRGB(imgblk1);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(1:200,1:200,1)=r;\r\nN(1:200,1:200,2)=g;\r\nN(1:200,1:200,3)=b;\r\n\r\n[r, g, b]=OptimalRGB(imgblk2);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(201:400,1:200,1)=r;\r\nN(201:400,1:200,2)=g;\r\nN(201:400,1:200,3)=b;\r\n\r\n[r, g, b]=OptimalRGB(imgblk3);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(1:200,201:400,1)=r;\r\nN(1:200,201:400,2)=g;\r\nN(1:200,201:400,3)=b;\r\n\r\n[r, g, b]=OptimalRGB(imgblk4);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(201:400,201:400,1)=r;\r\nN(201:400,201:400,2)=g;\r\nN(201:400,201:400,3)=b;\r\n\r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c105500;\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-20T16:57:35.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-20T16:08:43.000Z","updated_at":"2023-06-20T16:57:36.000Z","published_at":"2023-06-20T16:57:36.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/19/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of Optimal RGB is addressed in detail by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e or wiki \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWeiszfeld's Algotithm\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a good [r g b] set for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 105500 to Pass. A scoring function is provided in the template. Score  is Alpha*sum(pixel_color_dist)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output is a [r g b] vector.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"300\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"300\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml 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2022 - True Optimal RGB for a region","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/20/23.\r\nThis challenge of True Optimal RGB is addressed in detail by RGB Team or wiki Weiszfeld's Algotithm. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\r\nThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u003c=  72990.\r\nThe output for each block region is a  vector  rgb=[r g b].\r\n   ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 500.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 250.25px; transform-origin: 407px 250.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/20/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 194px 8px; transform-origin: 194px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 23.5px 8px; transform-origin: 23.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e or wiki \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWeiszfeld's Algotithm\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 48.5px 8px; transform-origin: 48.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 178.5px 8px; transform-origin: 178.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 245.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 122.75px; text-align: left; transform-origin: 384px 122.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 240px;height: 240px\" 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\" data-image-state=\"image-loaded\" width=\"240\" height=\"240\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [rgb]=TrueOptimalRGB(G)\r\n %Need a reasonable start point: median for each color per Team RGB\r\n %RGB method: https://teletype.in/@bminaiev/icfpc-2022\r\n %Describes Hill Climbing method to reach a minimum cost\r\n %\r\n  rgbTuple=median(G,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n  rgb=rgbTuple(:)';\r\n  S=G;\r\n  S(:,:,1)=rgb(1);\r\n  S(:,:,2)=rgb(2);\r\n  S(:,:,3)=rgb(3);\r\n  scr=calc_score(G,S);\r\n  \r\n %Optimization\r\n % rgb=double(rgb); %?\r\n  \r\n % rgb=uint8(rgb); %?\r\n end % TrueOptimalRGB\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0; % N for new\r\n\r\nimgblk1=G(1:200,1:200,:);\r\nimgblk2=G(201:400,1:200,:);\r\nimgblk3=G(1:200,201:400,:);\r\nimgblk4=G(201:400,201:400,:);\r\n\r\n[rgb1]=TrueOptimalRGB(imgblk1);\r\n[rgb2]=TrueOptimalRGB(imgblk2);\r\n[rgb3]=TrueOptimalRGB(imgblk3);\r\n[rgb4]=TrueOptimalRGB(imgblk4);\r\n\r\nN(1:200,1:200,1)=rgb1(1);\r\nN(1:200,1:200,2)=rgb1(2);\r\nN(1:200,1:200,3)=rgb1(3); \r\n\r\nN(201:400,1:200,1)=rgb2(1);\r\nN(201:400,1:200,2)=rgb2(2);\r\nN(201:400,1:200,3)=rgb2(3); \r\n\r\nN(1:200,201:400,1)=rgb3(1);\r\nN(1:200,201:400,2)=rgb3(2);\r\nN(1:200,201:400,3)=rgb3(3); \r\n\r\nN(201:400,201:400,1)=rgb4(1);\r\nN(201:400,201:400,2)=rgb4(2);\r\nN(201:400,201:400,3)=rgb4(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c99360;\r\nassert(valid)\r\n\r\n%%\r\n%11.png\r\n%https://drive.google.com/file/d/1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd/view?usp=sharing\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd');\r\nN=G*0; % N for new\r\n\r\n[rgb1]=TrueOptimalRGB(G);\r\n\r\nN(:,:,1)=rgb1(1);\r\nN(:,:,2)=rgb1(2);\r\nN(:,:,3)=rgb1(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c72991;\r\nassert(valid)\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-20T22:52:56.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-20T21:58:58.000Z","updated_at":"2023-06-20T22:52:58.000Z","published_at":"2023-06-20T22:52:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/20/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e or wiki \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWeiszfeld's Algotithm\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml 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2023:Orchestra - Greedy algorithm for Musician Placement","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\r\nThe ICFP 2023 site will hopefully have contestant writeups. The ICFP 2023 Orchestra Spec shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\r\n\r\nThis Challenge is to place the 16 musicians onto the stage,mxy, of Problem 22 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than 46 million; Best known 47221761. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\r\nIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\r\nSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2 and blocks. \r\nPlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information.\r\n \r\nThis is the Orchestra room problem 22 showing the attendees and the stage. \r\nThe stage is the line on the bottom at Y=10 extending in X 10:990 .","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 862.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 431.25px; transform-origin: 407px 431.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367px 8px; transform-origin: 367px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 201.5px 8px; transform-origin: 201.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 96.5px 8px; transform-origin: 96.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place the 16 musicians onto the stage,mxy, of Problem 22 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than 46 million; Best known 47221761. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 373px 8px; transform-origin: 373px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2 and blocks. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 352px 8px; transform-origin: 352px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 319.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 159.75px; text-align: left; transform-origin: 384px 159.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 860px;height: 314px\" 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\" data-image-state=\"image-loaded\" width=\"860\" height=\"314\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 244px 8px; transform-origin: 244px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 210px 8px; transform-origin: 210px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n% d [1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\n% mu [1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]  the 16 musicians who have various instruments 1:9\r\n% axy [400,2]  (x,y) position for the 400 attendees\r\n% am  [400,9]  Each attendee's happiness co-factors per instrument types 1:9 seen in mu\r\n% mscrit [9,1000]  musician types, x-axis-pos   Score assuming no other musicians\r\n% mscrit10 [9,1000]  musician types, x-axis-pos Score assuming musicians at +/-10 blocking\r\n\r\n% No two mu may be within 10 of one another\r\n% If any other mxy is within a distance of 5 from the segment axy_i to mxy_j then Happiness_i_j=0\r\n%  This stage is on a line so there is minimal blocking\r\n%  The min distance from point to a segment is Cody \r\n%   https://www.mathworks.com/matlabcentral/cody/problems/1446\r\n%   The smallest solutions are often very slow\r\n%\r\n% Happiness_i_j=1000000*am(i,mu(j))/d2am(i,j); where d2am(i,j) distance squared axy_i,mxy_j\r\n% Score is sum of Happiness\r\n% Best known solution is 47221761 for problem 22\r\n\r\n% min_score of 46M can be achieved with either mscrit or mscrit10.\r\n\r\n  mxy=ones(length(mu),2)*d(5); % d(5) is ymin. This problem's stage is a line\r\n  mxy(:,1)=0;\r\n  \r\n  %Greedy Algorithm Scheme\r\n  %Place best scoring (Musician_type,X) of table type being used\r\n  % find [mu_type,x-position] of maximum score available in updating Table\r\n  % find musician of mu_type remaining to be placed, mu_loc\r\n  % mxy(mu_loc,1)=x-position\r\n  % clear placed mu \r\n  % if no musician of mu_type remains clear table of mu_type, wT(mu_type,:)=-Inf\r\n  % clear table for x_position +/-9 for all mu_type\r\n  % repeat until all musicians placed\r\n  \r\n  % Next line commented to execute greedy\r\n  mxy(:,1)=10:10:160; % Template weak solution to see Tables and figures.\r\n  \r\n  % Working tables that will be destroyed\r\n  wmu=mu;      % vector of musician types\r\n  wT=mscrit;   % Scores of musician type vs X assuming no neighbors blocking\r\n  wT=mscrit10; % Scores of musician type vs X assuming +/-10 are occupied and block\r\n  \r\n  tic\r\n  while nnz(mxy(:,1)==0)\r\n   if toc\u003e5,break;end % avoiding infinite loop\r\n   [mu_type,x]=find(wT==max(wT(:)),1,'first');\r\n   % 6  more lines here for a  complete greedy algorithm\r\n   %\r\n   % Block X-positions less than 10 of placed musician,assuming integers only, for all types\r\n   wT(:,x-9:x+9)=-Inf; % 0 is not sufficient as values may be negative\r\n  end % while mxy has unfilled cells\r\n  \r\n  %Greedy algorithm may be based on first/last/random max value\r\n  % The threshold may also be varied to .98*max() and then randomly select node to play\r\n  \r\n  \r\n  %mxy(:,2)=ymin;\r\n  %mxy(1,1)=10; %Manual entry\r\n  % ...\r\n  %mxy(16,1)=990;\r\n  \r\n  %mxy(:,1)=[10 40 ... 990];\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time, about 1-3 sec\r\n \r\ndir_struct=dir;\r\n\r\nfor i=1:size(dir_struct,1)\r\n fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\nend\r\n\r\ntic\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n',toc); %Load Time of orc from .mat, 0.1 sec\r\n\r\n%fname='orc_d_mu_axy_am_pxyr.mat'  orc cell array of size 90\r\npid=22; % Stage is a Line [10:990, 10:10] in what they call [X,Y]\r\nmin_score=46000000; %Best known score 47221761\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n',d(3:6));\r\n\r\n Lmu=length(mu); % number of musicians\r\n nmut=max(mu); % number of musician types\r\n na=size(axy,1); % number of attendees\r\n mscr=zeros(Lmu,1); % Track individual scores\r\n mscrji=zeros(Lmu,na); % Scores of all attendees to placed musician location\r\n mscrit=zeros(nmut,rw);\r\n mscrit10=zeros(nmut,rw);\r\n d2am=zeros(na,Lmu); \r\n d2ax=ones(na,xmax)*Inf; \r\n \r\n tic\r\n for x=xmin:xmax\r\n  d2ax(:,x)=sum((axy-[x,ymin]).^2,2);\r\n end\r\n \r\n myj=10;\r\n myk=10;\r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   for k=1:nmut\r\n    for x=xmin:xmax\r\n     mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc k,x assume no issues\r\n     \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    %dist2 (x+10,ymin,x,ymin,ax,ay)\u003c=25 % x+10\r\n    mxj=x;\r\n    mxk=x+10; %check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n    %dist2 (x-10,ymin,x,ymin,ax,ay)\u003c=25 % x-10\r\n    mxk=x-10; % check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n     % Calc k,x assumes possible blocks\r\n     mscrit10(k,x)=mscrit10(k,x)+1000000*am(i,k)/d2ax(i,x); \r\n    end % x\r\n  end % k nmut\r\n end % i na\r\n\r\n%Main Function Call\r\nmxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n\r\n%Fixing out of bounds values\r\nmxy(:,2)=ymin;\r\nmxy(mxy(:,1)\u003cxmin,1)=xmin-10; \r\nmxy(mxy(:,1)\u003exmax,1)=xmin-10;\r\n\r\n%Any players with distance\u003c10 from any other player gets put to xmin-10\r\n\r\ngap_fail=mu\u003eInf; % Logical zero of size mu\r\nfor i=1:length(mu)\r\n mxy_dist=(mxy(:,1)-mxy(i,1)).^2;\r\n mxy_dist(i)=100; % set self distance to 100\r\n if min(mxy_dist)\u003c100, gap_fail(i)=1;end\r\nend\r\nmxy(gap_fail==1,1)=xmin-10; % Throw all gap failers to xmin, No pts will be scored \r\n\r\n% Calc dist squared from each a(attendee) to each m(Musician)\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n scr=0;\r\n \r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   \r\n  for j=1:Lmu\r\n   mscrji(j,i)=1000000*am(i,mu(j))/d2am(i,j); % Calc i,j assume no issues\r\n   \r\n   mxj=mxy(j,1);\r\n   if mxj\u003cxmin,continue;end % Skip failed musician placements\r\n   myj=mxy(j,2);\r\n   blocked=0;\r\n   \r\n   for k=1:Lmu %check of musician mxy(k,:) blocks mxy(j,:) from LOS to axy(i,:)\r\n    if k==j,continue;end % can't block self\r\n    mxk=mxy(k,1);\r\n    if mxk\u003cxmin,continue;end % Skip failed musician placements\r\n    myk=mxy(k,2);\r\n    \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    \r\n    if d2\u003c=25  %No one musician adj to vector within 5 or 25 for dist squared\r\n     blocked=1;\r\n     break; %exit upon block determination\r\n    end\r\n \r\n   end % k Lmu\r\n   % Blocked musician-j by any musician scores 0 for this attendee-i\r\n   if blocked==1,continue;end \r\n   \r\n   %musicians play different instruments\r\n   %attendees have like(+) and dislike(-) negative co-factors\r\n   %mu(j) gives instrument of musician\r\n   %am(i,mu(j)) gives attendee Happiness for insturment mu(j)\r\n   mscr(j)=mscr(j)+1000000*am(i,mu(j))/d2am(i,j); %Tracking indiv musician score\r\n   scr=scr+1000000*am(i,mu(j))/d2am(i,j);\r\n  end % j Lmu\r\n end % na\r\n \r\n \r\n for i=1:Lmu\r\n  fprintf('Player %2i xpos: %3i  Instr:%i  scr: %10.0f\\n',i,mxy(i,1),mu(i),mscr(i));\r\n end\r\n fprintf('\\n');\r\n \r\n fprintf('Total scr: %.0f ********************\\n\\n',scr);\r\n \r\n fprintf('Table of max Happiness X per Musician Type\\n');\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%i  x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit(i,:)==max(mscrit(i,:)),1,'first'),max(mscrit(i,:)));\r\n end\r\n \r\n fprintf('\\nTable of max Happiness per Musician Type; assumes adjacent Musicians blocking\\n');\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%i  x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit10(i,:)==max(mscrit10(i,:)),1,'first'),max(mscrit10(i,:)));\r\n end\r\n \r\n \r\n fprintf('\\n\\nThe following lines are the titles for the 7 figures lower down\\n\\n');\r\n %Figures/Titles\r\n fprintf ('Problem: %i Orchestra\\n',pid)\r\n \r\n figure(7);\r\n plot(axy(:,1),axy(:,2),'.k');hold on  % Attendees\r\n axis tight; %axis equal\r\n for i=1:size(pxyr,1) % rectangle -no matrix allowed  Pillars fast draw\r\n  rectangle('Position',[pxyr(i,1:2)-pxyr(i,3) 2*pxyr(i,3) 2*pxyr(i,3)],'Curvature',[1 1],'FaceColor',[.9 .4 .8])\r\n end\r\n room= [0 0;rw 0;rw rh;0 rh;0 0];\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'k');\r\n plot(room(:,1),room(:,2),'Color',[1 0 1]);\r\n plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n hold off\r\n \r\n \r\n%Plot of Happiness for each Musician Type as a function of X with No blocks\r\n for i=1:3 % 123 456 789 groups \r\n  fprintf('Musician Types-%i:%i rgb Happiness vs X No Blocks\\n', ...\r\n      3*(i-1)+1,3*(i-1)+3);\r\n  figure(i);plot((1:rw)',mscrit(3*(i-1)+1,:)','.r');hold on;\r\n  figure(i);plot((1:rw)',mscrit(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  figure(i);plot((1:rw)',mscrit(3*(i-1)+3,:)','.b');hold off;\r\n end\r\n \r\n %Plot of Happiness for each Musician Type as a function of X with blocks\r\n for i=1:3 % 9\r\n  fprintf('Musician Types-%i:%i rgb Happiness vs X with Blocks\\n', ...\r\n      3*(i-1)+1,3*(i-1)+3);\r\n  figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+1,:)','.r');hold on\r\n  figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+3,:)','.b');hold off\r\n end\r\n \r\nvalid=scr\u003emin_score; % Challenging Threshold 46M   Highest Score 47.2e6\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-15T18:43:58.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-15T03:38:34.000Z","updated_at":"2023-07-15T18:43:58.000Z","published_at":"2023-07-15T18:37:05.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place the 16 musicians onto the stage,mxy, of Problem 22 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than 46 million; Best known 47221761. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2 and blocks. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"314\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"860\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58493,"title":"ICFP 2022 - Initial to Goal image using block remapping","description":"The ICFP2023 Challenge is Jul 7-10. Start is 0500 PT 7/7/23, Registraion is open. Posted 7/5/23. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. .\r\nThis Challenge is to move the blocks in GI to minimze the error between GI and G based upon RGB distance. The contest had these Initial files but the leaders did not use due to the high Cost for moving small regions. Assuming a low cost remap function this is to find the optimal image score using GI blocks. For Starry Night, 28.png, best score found is 41141 using Robust Hill Climbing where all swaps tried and only the best improvement is implemented. Greedy would start at index 1 and find min error then index 2 would look only from 2 thru N. Max error index swaps to minimize its index error. Many methods are possible. Hill Climbing using the block medians is fast, easily coded, and scores well. Greedy is easiest code.\r\nInput: G-goal image,GI-initial image blocked, irc-row/col for each block, rgbGmed-median of Goal image block, rgbGI-block rgb values, v- remapping of GI blocks, scrmax-max allowed of Score(G,GI(remapped))\r\nOutput: v, [N,1] remapping GI([1:N]) to GI(v([1:N])\r\n   \r\n  ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 860px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 430px; transform-origin: 407px 430px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 298px 8px; transform-origin: 298px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10. Start is 0500 PT 7/7/23, Registraion is open. Posted 7/5/23. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 339px 8px; transform-origin: 339px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 55.5px 8px; transform-origin: 55.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to move the blocks in GI to minimze the error between GI and G based upon RGB distance. The contest had these Initial files but the leaders did not use due to the high Cost for moving small regions. Assuming a low cost remap function this is to find the optimal image score using GI blocks. For Starry Night, 28.png, best score found is 41141 using Robust Hill Climbing where all swaps tried and only the best improvement is implemented. Greedy would start at index 1 and find min error then index 2 would look only from 2 thru N. Max error index swaps to minimize its index error. Many methods are possible. Hill Climbing using the block medians is fast, easily coded, and scores well. Greedy is easiest code.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eInput: G-goal image,GI-initial image blocked, irc-row/col for each block, rgbGmed-median of Goal image block, rgbGI-block rgb values, v- remapping of GI blocks, scrmax-max allowed of Score(G,GI(remapped))\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 153.5px 8px; transform-origin: 153.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eOutput: v, [N,1] remapping GI([1:N]) to GI(v([1:N])\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 245.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 122.75px; text-align: left; transform-origin: 384px 122.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 240px;height: 240px\" 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\" 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src=\"data:image/png;base64,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\" data-image-state=\"image-loaded\" width=\"240\" height=\"240\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function vn=optimize_GI(G,GI,irc,rgbGmed,rgbGI,v,scrmax)\r\n%Create vector vn that places GI regions such that\r\n%the score of created image versus G is good\r\n%vn=[2 1 3:100] would place GI block 2 in top left corner, \r\n%GI block 1 moves to block 2 location of the submission image\r\n% rgbGmed and rgbGI are doubles\r\n% irc contains GI regions r1 r2 c1 c2 of width w for the N regions\r\n% G,GI are uint8 [400,400,3] png arrays\r\n\r\n% rgbGmed and rgbGI are sufficient to create a passing vn\r\n\r\n N=length(v); %rgbGmed and rgbGI are [N,3]\r\n vn=v;\r\n %figure(42);image(GI);\r\n scr=calc_score(G,GI);\r\n \r\n %For seeing the data and flopping blocks [bi bj]\r\n %S=GI;\r\n %treg=S(irc(bi,1):irc(bi,2),irc(bi,3):irc(bi,4),:);\r\n \r\n %S(irc(bi,1):irc(bi,2),irc(bi,3):irc(bi,4),:)= ...\r\n %   S(irc(bj,1):irc(bj,2),irc(bj,3):irc(bj,4),:);\r\n  \r\n % S(irc(bj,1):irc(bj,2),irc(bj,3):irc(bj,4),:)=treg;\r\n %figure(2);image(S);\r\n \r\nend % optimize_GI\r\n \r\nfunction scr=calc_score(G,S) %Scoring function definition, not required\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%28.png Starry Night w=40\r\nztic=tic;\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1WDYDJJZ3wJ8Fs0-8E2u6bYxlZbOapNJn');\r\nGI=imread('https://drive.google.com/uc?export=download\u0026id=1THVdMv7MENBxBBAaIbkl4qSvPnqnMnpv');\r\ntoc(ztic)\r\n w=1; %determine block width; assumes corner is not 2x2 identical\r\n while isequal(GI(1,1,:),GI(w+1,w+1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(w+1,1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(1,w+1,:))\r\n  w=w+1; %Grow along diagonal/Right/Down\r\n end\r\n nr=size(G,1);\r\n N=(nr/w)^2;\r\n v=1:N; %initial vector assignment of GI squares\r\n \r\n irc=zeros(N,4);% idx r1 r2 c1 c2\r\n rgbGmed=zeros(N,3);\r\n rgbGI=zeros(N,3);\r\n \r\n ptr=0;\r\n for c=1:w:nr\r\n  for r=1:w:nr\r\n   ptr=ptr+1;\r\n   irc(ptr,:)=[r r+w-1 c c+w-1]; % indices r1 r2 c1 c2 for each block\r\n  end %r\r\n end %c\r\n \r\n for i=1:N\r\n  % [1 1 3] tuple  %credit Christian Schröder\r\n  rgbTuple=median(G(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:),[1 2]); \r\n  rgb=rgbTuple(:)';\r\n  rgbGmed(i,:)=rgb; % Median of G image block\r\n  rgbGI(i,:)=GI(irc(i,1),irc(i,3),:); %Blocks are singular r,g,b values\r\n end\r\n%Starry Night Best known score 41141, Greedy gets 49K, Hill using rgb blocks 45K\r\n scrmax=52000;\r\n vn=optimize_GI(G,GI,irc,rgbGmed,rgbGI,v,scrmax);\r\n toc(ztic)\r\n \r\n if isequal(sort(vn),v) || isequal(sort(vn),v')\r\n  valid=1;\r\n else\r\n  fprintf('vn fails to contain 1:N\\n')\r\n  valid=0;\r\n end\r\n \r\n S=GI;\r\n for i=1:N % Load S with GI blocks\r\n  j=vn(i);\r\n  S(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:)= ...\r\n  GI(irc(j,1):irc(j,2),irc(j,3):irc(j,4),:); \r\n end\r\n \r\n GmSsq=(double(G)-double(S)).^2; % Scoring Function\r\n dis=sqrt(sum(GmSsq,3));\r\n scr=round(0.005*sum(dis(:)));\r\n fprintf('score:%i\\n',scr); %GI,G scores 99198 for Starry Night vn=1:100\r\n if scr\u003escrmax\r\n   fprintf('Score:%i exceeds Max Score:%i\\n',scr,scrmax);\r\n   valid=0;\r\n end\r\n toc(ztic)\r\nassert(valid)\r\n%%\r\n%33.png Scream w=25\r\nztic=tic;\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1IxjAN8VmMhM9d5CmTkgHHcVwYEYTWOAj');\r\nGI=imread('https://drive.google.com/uc?export=download\u0026id=1C0A0mBb3YNOGlVnE5-9J3Nyr4X3xG0yy');\r\ntoc(ztic)\r\nw=1; %determine block width; assumes corner is not 2x2 identical\r\n while isequal(GI(1,1,:),GI(w+1,w+1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(w+1,1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(1,w+1,:))\r\n  w=w+1; %Grow along diagonal/Right/Down\r\n end\r\n nr=size(G,1);\r\n N=(nr/w)^2;\r\n v=1:N; %initial vector assignment of GI squares\r\n \r\n irc=zeros(N,4);% idx r1 r2 c1 c2\r\n rgbGmed=zeros(N,3);\r\n rgbGI=zeros(N,3);\r\n \r\n ptr=0;\r\n for c=1:w:nr\r\n  for r=1:w:nr\r\n   ptr=ptr+1;\r\n   irc(ptr,:)=[r r+w-1 c c+w-1]; % indices r1 r2 c1 c2 for each block\r\n  end %r\r\n end %c\r\n \r\n for i=1:N\r\n  % [1 1 3] tuple  %credit Christian Schröder\r\n  rgbTuple=median(G(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:),[1 2]); \r\n  rgb=rgbTuple(:)';\r\n  rgbGmed(i,:)=rgb; % Median of G image block\r\n  rgbGI(i,:)=GI(irc(i,1),irc(i,3),:); %Blocks are singular r,g,b values\r\n end\r\n%Scream Best known score 41328, Greedy gets 52K, Hill using rgb blocks 45K\r\n scrmax=55000;\r\n vn=optimize_GI(G,GI,irc,rgbGmed,rgbGI,v,scrmax);\r\n toc(ztic)\r\n \r\n if isequal(sort(vn),v) || isequal(sort(vn),v')\r\n  valid=1;\r\n else\r\n  fprintf('vn fails to contain 1:N\\n')\r\n  valid=0;\r\n end\r\n \r\n S=GI;\r\n for i=1:N % Load S with GI blocks\r\n  j=vn(i);\r\n  S(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:)= ...\r\n  GI(irc(j,1):irc(j,2),irc(j,3):irc(j,4),:); \r\n end\r\n \r\n GmSsq=(double(G)-double(S)).^2; % Scoring Function\r\n dis=sqrt(sum(GmSsq,3));\r\n scr=round(0.005*sum(dis(:)));\r\n fprintf('score:%i\\n',scr); %GI,G scores 99198 for Starry Night vn=1:100\r\n if scr\u003escrmax\r\n   fprintf('Score:%i exceeds Max Score:%i\\n',scr,scrmax);\r\n   valid=0;\r\n end\r\n toc(ztic)\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-06T00:33:35.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-05T22:59:16.000Z","updated_at":"2023-07-06T00:33:37.000Z","published_at":"2023-07-06T00:33:37.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10. Start is 0500 PT 7/7/23, Registraion is open. Posted 7/5/23. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. .\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to move the blocks in GI to minimze the error between GI and G based upon RGB distance. The contest had these Initial files but the leaders did not use due to the high Cost for moving small regions. Assuming a low cost remap function this is to find the optimal image score using GI blocks. For Starry Night, 28.png, best score found is 41141 using Robust Hill Climbing where all swaps tried and only the best improvement is implemented. Greedy would start at index 1 and find min error then index 2 would look only from 2 thru N. Max error index swaps to minimize its index error. Many methods are possible. Hill Climbing using the block medians is fast, easily coded, and scores well. Greedy is easiest code.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eInput: G-goal image,GI-initial image blocked, irc-row/col for each block, rgbGmed-median of Goal image block, rgbGI-block rgb values, v- remapping of GI blocks, scrmax-max allowed of Score(G,GI(remapped))\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutput: v, [N,1] remapping GI([1:N]) to GI(v([1:N])\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" 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\",\"relationship\":null},{\"partUri\":\"/media/image2.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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2023:Orchestra Solve all X Linear Stage Problems (23:27)","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\r\nThe ICFP 2023 site will hopefully have contestant writeups. The ICFP 2023 Orchestra Spec shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\r\n\r\nThis Challenge is to place the musicians onto the stage,mxy, of Problems 23 thru 27 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than a min_score; The min_scores were selected as the minimums of using either provided Happiness table. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\r\nIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared. \r\nPlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information. Trying both tables will show neither Happiness table is optimal for all cases. Six problems can be handled well in under 5 seconds using Matlab.\r\n \r\nThis is the Orchestra room problem 22 showing the attendees and the stage.  The Greedy solutions show that 1/d^2 is a main driver with musicians clustered around the handful of attendees closest to the stage. A d=1000 really reduces Joy. \r\nThe stage is the line on the bottom at Y=10 extending in X 10:990 .","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 895.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 447.75px; transform-origin: 407px 447.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367px 8px; transform-origin: 367px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 201.5px 8px; transform-origin: 201.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 96.5px 8px; transform-origin: 96.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 366px 8px; transform-origin: 366px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place the musicians onto the stage,mxy, of Problems 23 thru 27 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than a min_score; The min_scores were selected as the minimums of using either provided Happiness table. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375px 8px; transform-origin: 375px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.5px 8px; transform-origin: 375.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information. Trying both tables will show neither Happiness table is optimal for all cases. Six problems can be handled well in under 5 seconds using Matlab.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 319.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 159.75px; text-align: left; transform-origin: 384px 159.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 860px;height: 314px\" 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\" data-image-state=\"image-loaded\" width=\"860\" height=\"314\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is the Orchestra room problem 22 showing the attendees and the stage.  The Greedy solutions show that 1/d^2 is a main driver with musicians clustered around the handful of attendees closest to the stage. A d=1000 really reduces Joy. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 210px 8px; transform-origin: 210px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n% Submitting this template will provide interesting tables and figures\r\n%\r\n% d [1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\n% mu [1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]  the 16 musicians who have various instruments 1:9\r\n% axy [400,2]  (x,y) position for the 400 attendees\r\n% am  [400,9]  Each attendee's happiness co-factors per instrument types 1:9 seen in mu\r\n% mscrit [9,1000]  musician types, x-axis-pos   Score assuming no other musicians\r\n% mscrit10 [9,1000]  musician types, x-axis-pos Score assuming musicians at +/-10 blocking\r\n\r\n% No two mu may be within 10 of one another\r\n% If any other mxy is within a distance of 5 from the segment axy_i to mxy_j then Happiness_i_j=0\r\n%  This stage is on a line so there is minimal blocking\r\n%  The min distance from point to a segment is Cody \r\n%   https://www.mathworks.com/matlabcentral/cody/problems/1446\r\n%   The smallest solutions are often very slow\r\n%\r\n% Happiness_i_j=1000000*am(i,mu(j))/d2am(i,j); where d2am(i,j) distance squared axy_i,mxy_j\r\n% Score is sum of Happiness\r\n% Best known solution is 47221761 for problem 22\r\n\r\n% min_score of 46M can be achieved with either mscrit or mscrit10.\r\n\r\n  mxy=ones(length(mu),2)*d(5); % d(5) is ymin. This problem's stage is a line\r\n  mxy(:,1)=0;\r\n  \r\n  %Greedy Algorithm Scheme\r\n  %Place best scoring (Musician_type,X) of table type being used\r\n  % find [mu_type,x-position] of maximum score available in updating Table\r\n  % find musician of mu_type remaining to be placed, mu_loc\r\n  % mxy(mu_loc,1)=x-position\r\n  % clear placed mu \r\n  % if no musician of mu_type remains clear table of mu_type, wT(mu_type,:)=-Inf\r\n  % clear table for x_position +/-9 for all mu_type\r\n  % repeat until all musicians placed\r\n  \r\n  % Next line commented to execute greedy\r\n  mxy(:,1)=10:10:10*length(mu); % Template weak solution to see Tables and figures.\r\n  \r\n  % Working tables that will be destroyed\r\n  wmu=mu;      % vector of musician types\r\n  wT=mscrit;   % Scores of musician type vs X assuming no neighbors blocking\r\n  wT=mscrit10; % Scores of musician type vs X assuming +/-10 are occupied and block\r\n  \r\n  tic\r\n  while nnz(mxy(:,1)==0)\r\n   if toc\u003e1,break;end % avoiding infinite loop\r\n   [mu_type,x]=find(wT==max(wT(:)),1,'first');\r\n   % 6  more lines here for a  complete greedy algorithm\r\n   %\r\n   % Block X-positions less than 10 of placed musician,assuming integers only, for all types\r\n   wT(:,x-9:x+9)=-Inf; % 0 is not sufficient as values may be negative\r\n  end % while mxy has unfilled cells\r\n  \r\n  %Greedy algorithm may be based on first/last/random max value\r\n  % The threshold may also be varied to .98*max() and then randomly select node to play\r\n  \r\n  \r\n  %mxy(:,2)=ymin;\r\n  %mxy(1,1)=10; %Manual entry\r\n  % ...\r\n  %mxy(16,1)=990;\r\n  \r\n  %mxy(:,1)=[10 40 ... 990];\r\nend\r\n","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time, about 1-3 sec\r\n \r\ndir_struct=dir;\r\n\r\nfor i=1:size(dir_struct,1)\r\n fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\nend\r\n\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n\\n',toc); %Load Time of orc from .mat, 0.1 sec\r\n\r\npid_offset=22;\r\npid_scores=[28e6 55e6 221e6 125e6 110e6];\r\nvalid=1;\r\nfigptr=0;\r\n%fname='orc_d_mu_axy_am_pxyr.mat'  orc cell array of size 90\r\ntic\r\nfor pid=23:27\r\n%pid=22; % Stage is a Line [10:990, 10:10] in what they call [X,Y]\r\nmin_score=pid_scores(pid-pid_offset); %Best known score 47221761  22/46M 23/28M/32M 24/55M/55M 25/221M/224M\r\n%26/127M/127M 27/111.7M/111.69M\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n\\n',d(3:6));\r\n\r\n Lmu=length(mu); % number of musicians\r\n nmut=max(mu); % number of musician types\r\n na=size(axy,1); % number of attendees\r\n mscr=zeros(Lmu,1); % Track individual scores\r\n %mscrji=zeros(Lmu,na); % Scores of all attendees to placed musician location\r\n mscrit=zeros(nmut,rw);\r\n mscrit10=zeros(nmut,rw);\r\n d2am=zeros(na,Lmu); \r\n d2ax=ones(na,xmax)*Inf; \r\n \r\n for x=xmin:xmax\r\n  d2ax(:,x)=sum((axy-[x,ymin]).^2,2);\r\n end\r\n \r\n myj=10;\r\n myk=10;\r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   for k=1:nmut\r\n    for x=xmin:xmax\r\n     mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc k,x assume no issues\r\n     \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    %dist2 (x+10,ymin,x,ymin,ax,ay)\u003c=25 % x+10\r\n    mxj=x;\r\n    mxk=x+10; %check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n    %dist2 (x-10,ymin,x,ymin,ax,ay)\u003c=25 % x-10\r\n    mxk=x-10; % check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n     % Calc k,x assumes possible blocks\r\n     mscrit10(k,x)=mscrit10(k,x)+1000000*am(i,k)/d2ax(i,x); \r\n    end % x\r\n  end % k nmut\r\n end % i na\r\n\r\n%Main Function Call\r\nmxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n\r\n%Fixing out of bounds values\r\nmxy(:,2)=ymin;\r\nmxy(mxy(:,1)\u003cxmin,1)=xmin-10; \r\nmxy(mxy(:,1)\u003exmax,1)=xmin-10;\r\n\r\n%Any players with distance\u003c10 from any other player gets put to xmin-10\r\n\r\ngap_fail=mu\u003eInf; % Logical zero of size mu\r\nfor i=1:length(mu)\r\n mxy_dist=(mxy(:,1)-mxy(i,1)).^2;\r\n mxy_dist(i)=100; % set self distance to 100\r\n if min(mxy_dist)\u003c100, gap_fail(i)=1;end\r\nend\r\nmxy(gap_fail==1,1)=xmin-10; % Throw all gap failers to xmin, No pts will be scored \r\n\r\n% Calc dist squared from each a(attendee) to each m(Musician)\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n scr=0;\r\n \r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   \r\n  for j=1:Lmu\r\n   %mscrji(j,i)=1000000*am(i,mu(j))/d2am(i,j); % Calc i,j assume no issues\r\n   \r\n   mxj=mxy(j,1);\r\n   if mxj\u003cxmin,continue;end % Skip failed musician placements\r\n   myj=mxy(j,2);\r\n   blocked=0;\r\n   \r\n   for k=1:Lmu %check of musician mxy(k,:) blocks mxy(j,:) from LOS to axy(i,:)\r\n    if k==j,continue;end % can't block self\r\n    mxk=mxy(k,1);\r\n    if mxk\u003cxmin,continue;end % Skip failed musician placements\r\n    myk=mxy(k,2);\r\n    \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    \r\n    if d2\u003c=25  %No one musician adj to vector within 5 or 25 for dist squared\r\n     blocked=1;\r\n     break; %exit upon block determination\r\n    end\r\n \r\n   end % k Lmu\r\n   % Blocked musician-j by any musician scores 0 for this attendee-i\r\n   if blocked==1,continue;end \r\n   \r\n   %musicians play different instruments\r\n   %attendees have like(+) and dislike(-) negative co-factors\r\n   %mu(j) gives instrument of musician\r\n   %am(i,mu(j)) gives attendee Happiness for insturment mu(j)\r\n   mscr(j)=mscr(j)+1000000*am(i,mu(j))/d2am(i,j); %Tracking indiv musician score\r\n   scr=scr+1000000*am(i,mu(j))/d2am(i,j);\r\n  end % j Lmu\r\n end % na\r\n \r\n \r\n for i=1:Lmu\r\n  fprintf('Player %2i xpos: %3i  Instr:%2i  scr: %10.0f\\n',i,mxy(i,1),mu(i),mscr(i));\r\n end\r\n fprintf('\\n');\r\n \r\n fprintf('Total scr: %.0f   Min Score: %.0f********************\\n\\n',scr,min_score);\r\n \r\n %fprintf('%i ',mxy(:,1));fprintf('\\n\\n');\r\n \r\n fprintf('Table of max Happiness X per Musician Type\\n');\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%2i  x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit(i,:)==max(mscrit(i,:)),1,'first'),max(mscrit(i,:)));\r\n end\r\n \r\n %fprintf('\\nTable of max Happiness per Musician Type; assumes adjacent Musicians blocking\\n');\r\n %for i=1:nmut % 9\r\n % fprintf('Musician Type-%i  x: %3i  H: %9.0f\\n', ...\r\n %     i,find(mscrit10(i,:)==max(mscrit10(i,:)),1,'first'),max(mscrit10(i,:)));\r\n %end\r\n \r\n \r\n fprintf('\\n\\nThe following lines are the titles for the figures lower down:\\n');\r\n %Figures/Titles\r\n fprintf ('Problem: %i Orchestra\\n',pid)\r\n \r\n figptr=figptr+1;\r\n figure(figptr);\r\n plot(axy(:,1),axy(:,2),'.k');hold on  % Attendees\r\n axis tight; %axis equal\r\n for i=1:size(pxyr,1) % rectangle -no matrix allowed  Pillars fast draw\r\n  rectangle('Position',[pxyr(i,1:2)-pxyr(i,3) 2*pxyr(i,3) 2*pxyr(i,3)],'Curvature',[1 1],'FaceColor',[.9 .4 .8])\r\n end\r\n room= [0 0;rw 0;rw rh;0 rh;0 0];\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'k');\r\n plot(room(:,1),room(:,2),'Color',[1 0 1]);\r\n plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n hold off\r\n \r\n figptr=figptr+1;\r\n %Plot of Happiness for each Musician Type as a function of X with No blocks\r\n fprintf('Musician Types-1:%i rgb Happiness vs X No Blocks\\n\\n',nmut);\r\n figure(figptr);plot((1:rw)',mscrit(1,:)','.r');hold on;\r\n for i=2:nmut % 123 456 789 groups \r\n  plot((1:rw)',mscrit(i,:)','.r');\r\n end\r\n hold off\r\n\r\n%Plot of Happiness for each Musician Type as a function of X with No blocks\r\n% for i=1:ceil(nmut/3) % 123 456 789 groups \r\n%  fprintf('Musician Types-%i:%i rgb Happiness vs X No Blocks\\n', ...\r\n%      3*(i-1)+1,3*(i-1)+3);\r\n%  figure(i);plot((1:rw)',mscrit(3*(i-1)+1,:)','.r');hold on;\r\n  %figure(i);plot((1:rw)',mscrit(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  %figure(i);plot((1:rw)',mscrit(3*(i-1)+3,:)','.b');hold off;\r\n% end\r\n \r\n %Plot of Happiness for each Musician Type as a function of X with blocks\r\n %for i=1:ceil(nmut/3) % 9\r\n % fprintf('Musician Types-%i:%i rgb Happiness vs X with Blocks\\n', ...\r\n %     3*(i-1)+1,3*(i-1)+3);\r\n % figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+1,:)','.r');hold on\r\n  %figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  %figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+3,:)','.b');hold off\r\n% end\r\n \r\nif scr\u003c=min_score\r\n fprintf('Score too Low. Pid:%i  %.0f   Min_Score: %.0f\\n',pid,scr,min_score);\r\nend\r\nvalid= valid \u0026\u0026 scr\u003emin_score; % Merging all\r\nfprintf('Total Elapsed Time thru pid:%i  %0.1f sec\\n\\n\\n',pid,toc); % Time thru challenge\r\nend\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-16T04:19:58.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-15T18:46:56.000Z","updated_at":"2023-07-16T04:19:58.000Z","published_at":"2023-07-16T04:19:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place the musicians onto the stage,mxy, of Problems 23 thru 27 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than a min_score; The min_scores were selected as the minimums of using either provided Happiness table. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information. Trying both tables will show neither Happiness table is optimal for all cases. Six problems can be handled well in under 5 seconds using Matlab.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"314\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"860\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is the Orchestra room problem 22 showing the attendees and the stage.  The Greedy solutions show that 1/d^2 is a main driver with musicians clustered around the handful of attendees closest to the stage. A d=1000 really reduces Joy. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 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Hole-In-Wall: Figure Validation with Segment Crossing Check","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the complete Figure validation defined in the Specification when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.  \r\nValid=check_figureS(hxy, pxy, mseg, epsilon, npxy)  \r\nCrossing Segments appears in Cody 1720 but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 669px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 334.5px; transform-origin: 407px 334.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 237px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 118.5px; text-align: left; transform-origin: 384px 118.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 238px;height: 237px\" 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C2C2dob50oE//IZOXfxlS5iMjccu1/R4rL1sXtVKu0yV4KFf/YxOn2M9rnsBHfztr2lXkCd9ug7jujB/BbnJbJ2vNboI29AgL+rrqmcvFMBMbOmopd2uS+jwT35M9DluPDaA/Rz00o7YENr/l6fp5KXjxnUfvI/2LP+IBk2tE+5zADOxureJIkJ92bpfS3QRtmVFmexFApjOtvJcGn7/LTp6Gzce+zwNZaHHZKaG8lJo5PUX6dhNtuO6x77/XRp+5zXaVoz7FOamsiyHrfu1RPNhGxcdROvXtLMXCGAy29Niad8/n6Xj37zaJhjGxmML2M/B9LbWl/DjuldeTvv/8RfanhTJfg5gMpsGuikpPozNAK3QdNi6uSymehVe4g76sTPUlw78/gk69eWLLCFgOx6L5RjtZfOqFn5c94Lz6eBvfkW7Aj1p87pO9rMA4zWb/ojzcl/OZoEWaDpspWnh3EUBsCaNx+4x/WF2+JEHLRW+5ORXv4LxWJVMPq57L+1Z/iENNmNcF6aXnRHHZoEWaDZs/X1dqQMP1MMUtpXn0PD7b9LR226xqeAxHus4Y+O619tck2Pf/w4Nv/0qbSvKYD8HIOkx/eEcHODBZoLoNBu2Bbkp7MUA2J4aQ/te+PvE8dgf3k57//suba3CeKyjTTque8XltP/ZZ2hHYgT7OYCSwnQ2E0SnybCNDPOj/r4m9kKAQW3ooZ0hPnTwySfo1EVj47F05pl06NGHabf7ctrSjfFY0diO655tuW6nzj+PDj7xK9plasVsXtvBfhaMad3qNoqJDGSzQWSaDNuqshz2IoDxbGmvoT3Oi+nwww+MBazJyUu+Qgee/h3tjMB4rFZYxnW//n821/LwA/fQnmXSuG4F+zkwntqqAnJxWsTmg6g0F7bS9O+P13ezFwCMY5vpD67h996goz/4vk3FfPzb19K+l56jIbxRTLOGclNo5LV/0bEbx43rfu9mGnn7FYzrgiwtOZLNCFFpKmy9PJZTc0Mpe+LBGLanRtO+F/5GJ665yqYiPvrD22jvf9/BeKyObK0rob0L36cjd99pc61PXP4N2v/3P9OOhHD2c2AM7c0V5OftzGaFiDQVttkZ8exJB51b3007g73p4JOP06mLvjRW8VrGY5dhPFbHNq9sod2mSvXQLx+l02dbjeuedx4dfPyXtMvfnTbjxTaGlJ+TxGaFiDQTtsGBntTTWceecNCnwbZq2uO0iA4/NNl4rD/7OdCvHTHBtP+ZpyaM6x65/x7as/R/NNhUzn4O9GlVTyOFh/iwmSEazYRtaWE6e7JBf7aVZtPwv9+go7fy47HbM9HDYXRDucn8uO53b6KRt16hbagvDKPCVF9wmSEaTYRtbFQgDfS3sSca9GN7SjTte/6vdOLqK20q0LHx2Hz2c2BcW+uKJxnXvQzjugaxcV0nJcSGstkhEuHD1tV5EdVh0ot+re+mXcFedPB3j9GpL104VmHajMdi+USY2uaVzey47unzvkgHH/sF7fJzo839GNfVq0bTH12ebsvYDBGF8GGblhzFnlzQtsHWKtqzYiEdfuj+sYA1OXnJxRiPhXmRxnUPcOO6991Ne5b8lwYby9jPgbZlpceyGSIKocPWz8eF2rHwtK5sK8mi4Xdfp6O3fM+mIjz+rW/Svhefo+2YcQ52Mum47nduopE3X6ahgjT2c6BN3e01FOTvzmaJCIQO2/ycZPakgvZsT46i/c/9lU5cdYVNxXf0jtto+IN3aGslxmNBGWPjuj+0KXsnvnEZ7f/bn2hHfBj7OdCeYtMfUFyWiEDYsI0I9aFVvY3sCQWNGOiiXUFedPC3j9GpCy8Yq+jOOIMO/fRh2u22jLZ0YTwW1GE7rvsFS3k8/cVz6eBjP/9sXBcTMbVs7apWio4IYDPF0YQN28rSbPZkgvhGx2M/osM/vm8sYE1OfuViOvDUb2lnOMZjwbF2RJvHdb9mU0aP3Pcj2rv4AxpswLiuVtVU5psyZOGETHE0IcM2MS6UNplaRdyJBHFtK86k4Xdfo2O3fNemAhsdj/0HxmNBOEM5yTTy6j/p+A3X2ZTZYzffSCNvvERD+ans50BsKYkRbLY4knBh6+m+jJrqStgTCGLanhRJ+//xFzpx5fjx2B/Q8AdvYzwWhLe1tpj2fvQeHfnRuHHdyy6l/X/9I+0wNQC4z4GYWpvKydfLic0YRxEubLPS49iTB2LZvK6TdgV60sHf/JpOXWA7Hnv4pw/RbrelGI8Fzdnc10y7TZX0oV/8lE5/wWpc99xz6dCvf067fF1p8+pW9rMglrysRDZjHEWosA0K8KDujhr2xIEYBlsqac/yj+jwg5ONx/qxnwPQmh3RQXTgz3+gk/83blz3XvO4LlYgE9nK7gYKC/Zms8YRhApbado2d9LA8eTx2HdepWPf/45NxTM2HoseCdCnoZykScZ1b6CRN16koTyM64qqvCSLzRpHECZsYyIDaC26Z4SzIzGC9v/jGTpx5eU2Fc3YeGwe+zkAvdlaW8SO65689Ou0/y9P047YEPZz4Dgb1nZQfEwImzlqEyJsXVYspFpMohHGZlMB3RXgQQef+BWduuD8sYrFZjwWyx2CMW3pa+LHdc85hw796me0y8eFNq9qYT8L6msw/ZHk7rqEzR41CRG2qUmR7EkCdQ02V9CeZR/S4QfuHQtYE8t4bBjGYwGsTTque89dtHfRf2hrPZ6sEEFGagybPWpyeNj6ejtTW1MFe4JAHduKMmjk7Vfp2PfGjcdeew3t+9c/aDtmiANMadJx3ZtuoJHXpXHdFPZzoI6utmoK9HNjM0gtDg/bvOxE9uSA8qQXsUtjTdZLkkmk9xfv/fA9+fV23OcAgCe97lHqHZL+ULW+p6R77MAffktDWajvHKUoL5XNILU4NGzDQrzl6dnciQFl7f3fv20qA8nR22+lnSE+8juNuc8AwMxJryWVupPH32f7Xvgbuz0oa83KFooyXRMui9Tg0LCVpmVzJwWUd/yaqyw3/8lLvkJDmQnsdgAwP1IP0slLx9bWPfm1r7LbgfKqK3Ll7HFxeo+8PJ4gP7/vUmDAFRQcfJEsMPByCvC7nrw8f0Guzm9OyKz5cFjYJsSG0MZ1newJAWXt8ne33Phm0tgsty0AzI/0juXx95u04hW3LShr66c5lJ/3C1OwXkihoQumFBLyBfLzvZ3cXZ9lM2y2HBK2Hq5LqbG2mD0ZoDzpkQXphj9xzdWWN0GdPuss+a043PYAMDd7nBdbHp+T3jxlnkAlrYiFx4PUtX0wnk6e+D/asmUBxcfzAcuRQldqBXNZNhsOCdvMtFj2ZIDyrFu18qom2Ul09PYfyP+WXlyxM9SH/RwAzM6OmGA6/u1r5Xvr2Hdvou3JUTT8n7cs9x9at+rZtcOVTp8+m0wnXtbSwgfrVHy872PzbKZUD9tAP3d5GjZ3QkB55latVAls+2zMfFewF524/DL5/x/94W00lIvHFADmY1tpNh25/x75npLmREiL1kv/f2tdseURO7Ru1bF7hzOdPHmJJWgle/cuoMxMPlSn4u31CJtrM6F62BZhfUiHGd+qtf7Z3oXvE515pvyzg4//kgbxBxHAnEhvmJJeAmO+14bfe9Pm52jdqmfwk0o6dfIim6A1W7mSD9QphZxB7q5/Z7NtOqqGbVSEvzz9mjspoDybVq3pL+/xP9/3wt/ln0ukxQXG/xwApmc9IUpaC3fzWtuJoGjdqmf/yJ/YoJUcPbqASkqYQJ2GNFvZZcV/2IybiqphW12Bl9Y7ylStWjNp+TxpzU5pm9NfwIQpgNna47LEMiHq8E8eoq01Rex2w/9523I/onWrjK2bC4hOn8kGrdnGjQsoMpIP1al4uP+BzbipqBa2KYkR7AkBdUzXqjWznTB1Be0M9WW3AwBb0qo/x6/7lnzvmCdEcdtJ5NbtZ8tVonWrjOE9r7MBO15dHR+oU/HzvYXNuamoErY+nk7U2ljOnhBQ3kxatdZsJkzdeTve6wowjW1l2XTkgYkToqaC1q2yjh65lQ3X8bZvX0DJyXyoTiYk5BxTtn04IeumokrY5mbh7USONNNWrTWbCVNP/JK2tNew2wEY3ea+Zjrw1O/ke0UyfkLUZNC6VdbJk19lw5XT2cmH6lTcXF5i824yiodtaJAX9XXVsycDlDfbVq012wlTz7HbABjdyJsvW+4TbkLUVNC6VcbgJ9WmED1jQqhOZv/+BZSXx4fqZDzc/spm3mQUD9uy4kz2ZIA6LK3a674141atme2EqS/QniX/ZbcDMKrdrkvo1IUXyPfIVBOiJrO1rgStWwUMflrGhupU1qzhQ3Uy7iKFbVxMMK1f08GeDFDefFq1ZqMTpm6Vf4e09B4WkAcYtSM2lI5fP7MJUVMZ/gCtW3vb/HEznT59Lhuqkzl1agFVVPDBynF3/Qebe5NRLGzdXZZQwyz/ygP7mk+r1pr1hKkjd91BQ3gxCRjctrIcOvzAvfI9MdMJUZNB61YZ0nuQpRCdjc2bF1BsLB+u47k6vcVm32QUC9uM1Bj2BIA67NGqtWY7YepXmDAFhrV5ZTMdeHr2E6Kmgtat/R3Y/wQbqNNpbubD1VpgwJVs7k1FkbAN8HWlztYq9gSAOuzVqrVmM2HqJUyYAmMaeWvuE6Img9at/e3ZuZgN0+ns3r2AMjL4kDXz9b6Hzb6pKBK2hXgu06FsWrVvvsxuMxc2E6bO/gLtWfo/djsAvdrtupROXXihfA/MZULUVNC6ta+tm/Pp2FHTHzBMoE6nt5cPWUlw8Hnk4fYMm31TsXvYRob5UX9fM3vwoA4lWrVmNhOmrr6SdoZjwhQYw444aULUt+WyP58JUZPZWi+1br8r/360bu1j7+5/s2E6nSNHFlBRER+2vj53stk3HbuHbVV5LnvQoA6lWrXWMGEKjGabqV47/KB9JkRNBa1bO9vUZQrO29lAnc6GDQsoPNw2aIODLyIXp3fZ7JuOXcM2OSGcPl7fwx80qELJVq01mwlTv/k1bemoZbcD0DqphXngj0/KZV1ijwlRk0Hr1v6GBpPp6JHb2ECdTm2tVdAGfZk83J9is28m7Ba23h4rqKWhlD1YUIcarVprNhOmXn6e3QZA60beesVSzu01IWoqaN3a3/atkXT40INsoE5l27YFlJQkzT6+nDzdn2Szb6bsFrY5mfHsQYJ6bFq1Zcq1as1sJ0ydjQlToDu73ZbSqS9ZT4gqZLezJ7RulSG96GL/vqenXXZvvIb622f9TC3HLmEbEuhJvZ117AGCOtRu1ZrZTpi6inaG+7PbAWjNjvgwOn7DdXLZVmJC1FSGP3jHcj+jdWtf27Zk0qEDP6PTp77IhqvMFMhHDt9FO7aF0qreRooI9WGzbzbsEralRRnsQYF6bFu1Oew2SrGZMPWjH9JQQRq7HYBWyBOiTK1KqUwrOSFqMnLr9ha0bpW0eVObHKZ7di6ikb0vyvbs+pB2bveRW8HW21aWZrPZNxvzDtvYqCAa6G+32TFQl6NatdZsJkz9FhOmQLs2r2pVbULUVNC6FcemgS5KjAtlM3Cm5hW2rs6Lqa5a+TEMmJqlVXu9+q1aa7YTpl5gtwEQ3cjbr1rKsRoToiaD1q1YmupKyNN9GZuFMzGvsE1PUW8MA3gitGrNbCZMnXMO7Vn2IbsdgKh2myrTUxd9aTTgVJoQNRW0bsWSlR7HZuFMzDls/X1cqMNUuXI7BOoZa9V+26GtWjObCVPXXEU7IzBhCrTBkROiJrO1vhStW4F0d9RQUIAHm4nTmXPYFuQmszsD6hGpVWvNZsLU3dKEqXR2OwBRbK3IM4XZ/XKZdcSEqKns/S9atyIpLkhjM3E6cwrbiFBfWt3bxO4IqEe0Vq012wlTj9EWPBoGgtq8upUO/On3lkBz1ISoyQyaWrdH0boVxlpTeYmJDGCzcSpzCttKwSp2I7Jp1b4lTqvWmvWEqZFXMGEKxDQsyISoqaB1K5baynxyWbGQzcfJzDpsE+PC5GnQ3A6AekRu1ZrZTJg69xzas/wjdjsAR9ntvpxOffkiuYyKMCFqMqOt2++N7idat0JITYpkM3IyswpbL/dl1FRfwn4xqEcLrVoz6wlTx795Ne2MCGC3A1DbjoRwOnbj9XLZFGVC1FTQuhVLW1MF+Xo7s1nJmVXYZmfEsV8K6tJCq9bariDrCVN30rZCTJgCx9pamUeHHxJzQtRkBhvQuhVNnqkxwWUlZ8ZhGxzgQT14K5DD2bZqX2G3EZHNhKnfPUZbuurZ7QCUtnl1Gx348x8s95FoE6KmgtatWFb2NFBYiDebmePNOGzL8P5jIWitVWvNZsLUq/9ktwFQ2vA7r1nKoagToiaD1q14pGzkMnO8GYdtW3MF+0WgHq22as1sJ0ydiwlToLrdHtYTon4s7ISoqaB161ir+5rk1xRnZ8TLj8G6Oi9iM3M8hK2G2LRqy7X5+NWECVORmDAF6tiRGEHHbtLOhKjJoHWrrvVr2qnFdM4Lc1MoNjqIvEx/sHEZOR2ErUZovVVrzWbC1D130TYMUYDCtlbm0+GHHpDLnFYmRE1l73/ftdQHaN3a1ycbeqiztYrKijMpOSGcAnxd2UycLYStRti2anPZbbTEZsLUk49jwhQoZnO/didETUZu3d6K1q299Jnqn+qKPMpIjaFQU2OAy8D5QthqgJ5atdYwYQrUMPyudidErfx4FVVtXkup2zbIajevof6PV8o/Q+t27taY/jhpqC2i3KxEiorwJ3fXJWzu2RPCVgP01qo1s5kw9cUv0p4VC9ntAOZqt+cKOnXxl+UyppUJUVLA/m/3NrrjyEH6/OnTZIpTG2eb/t+9hw9QQE8bHUHrdkY2ruuktqZyKs5Po4TYEPL1cmJzTkkIW8HptVVrZjNh6tpraGdUILsdwGyNToi6QS5bWpkQ5bRrkC4+eWJCwE5mibub6T9M/2WC1q2t7vYaqijNll+rGGSqR7lcUxPCVnCWVu0N1+mqVWvNZsLUvZgwBfO3taqADj+snQlRUvfwn/ftZgN1Klds3kzNd91l+ofpj/GH7jd063ZVTyPVVuXLC7yHh/iQi9PsFgpQGsJWYHpv1VqznTD1BG3pbmC3A5jO5jXtdOCZpyz3jugToqQx2FuPHmLDdCbe9vQ0/Yfpv0x2uhundbuuv01+V39+TjLFRAWSp+nYuewSBcJWYEZo1VqzmTD12r/YbQCmM/zu65ZyJPqEqDWmoH1mDi1aa1LrtulHPzL9YwGt/Okjum3dfry+mzpaKqm0MIOS4sPI38eFzSpRIWwFZdOqfVvfrVozmwlT532R9jhhwhTMjjQh6qSGJkRJY7Tjw3Mu3vLyMv2H6b9MGn3c2e/Sot7OOqoqz6H0lGgKCfRks0krELaCMlqr1mwoO3FswtS3vkk7o4LY7QDG254UScduvlEuO1qYEFW+ZR195+hhNjxn6/ItWyyt2+afPUrdazrY7xRdf18z1Zv+QMrJTKDIMD9yc1nM5pEWIWwFZMRWrTXbCVM/om3Fmex2AGbyhKhHHpTLjFbeECU93jM+NOfDunVb5evBfqdoNqztoJbGMirMS6W46GDy9lzB5o8eIGwFZNRWrTXrCVMHfv8EbenBhCngbTa14vZraEKU2UOH9rGhOVfWrduuR38i7NhtV1s1lZv+gE5JjKBAPzc2b/QIYSsY21btq+w2RmEzYer1F9ltAIb//YalnGjlDVHSiyu4F1bMl3XrVpTnbld2N1BNZR5lpsVSWPDM1n7VI4StYNCqHWM9YerUeefRHqdF7HZgXLu9nOjkVy6Wy4iWlswrHBxgw3K+rFu3+37smOdu165qpca6YsrLTqLoiADycFvKZorRIGwFglbtROMnTO2IxoQpGCVPiPqOdiZEWUvctpENS3tQu3W7aaCL2k35UFwgvQoxlHy9ndkMMTqErUBsWrUVxm7VWrOZMHXf3bStJIvdDoxja3UhHX7kx3KZ0OKSeXHbNrFBaQ/WrVul3pnc01FLlaXZlGb6Ayc4wIPNDLCFsBUEWrVTs50w9Rva0tPIbgf6t3ltB+3/y9OW+0WLS+aVbFnHBqW9vGvn1u3q3iaqqy6g7Ix4igj1JVenRWxOwOQQtoKwbdXmsdsYHSZMgWT4Pe1NiBpPekWjtHqPORzt7QeffExHf/B90z/m1rod6G+n5oZSKshNptioIPLyWM7mAswcwlYAaNXOjM2EqfPPoz3OmDBlNLu9nOVuYzlENDQhivPzgyNsUNrD3/btpr3/+7fpH6Z/mUzXuv1kQw91tlZRaZH0KsRw8vd1ZXMA5g5hKwBzq/bYjdfRVrRqp2QzYerb19KO6GB2O9AfaQLUse/cNHqvaGxCFMder2rkxA1tosHGsilbt31d9VRdnksZqTEUGuTF1vtgPwhbB7Nu1Q6jVTsjmDBlPFILVmrJStdcixOiOI2frqEfHjnIhuV8/MzUYpYWOJC+w7p1u235R9RQW0S5WQkUFe5P7i5L2LoelIGwdTC0amdGWnJvKCeZdvm6yl3t5r/YhXTmmbTvpefY49CC4fffpNOf/zx/bAI49r2b5TIglQWpTGh5Ocbg7Z+wgTlX0osycgbXy797w9pO6s5NpuEbrjP9cAF9fOP15LHoP2z9DspD2DoQWrW2xgfqwcd/SUdv+R6d+vJFlvOkFSe/egl7jFpw8rJL2WMSmVRGpLIilRmtBfELIzvZ4JyLl9avpoqSLEpNiqRAU/0i1d0Vn/1BLyn43WMT6nZQB8LWgcZatdcbplVrl0A1tRyPX3uNzPz/Rt54UQjHr71a3h+p5c0dvxYceeAe+RikrnruGB3BfJ1PXHXF6HX/7DGwmRA9iDdu6qO7jhxgw3NaIyO0YP16WtDYSLelJJLLioUT6u6A99+kwSsvN228gDZc/220bh0EYesgem7VDjaU0vaUaNrtsYJG3npFfi72yN0/pBPSDX/GGZbjnsqpCy+gYzddL4/T7X/2Gdr74Xu0M8SHhgrSLJWk9P/M24/fB0cxjyseufN29udaIOIxmK+zFLzSv7f0NtG2wnTaGeYrP4O9/7m/0KFHH5aX2Dt10Zcs20/nxOXfoCN33UEHf/e46Xe/RLvdl8lvptpaVzxhH5TU8clqenF4J5013eNAhw/Tgk8/pQXt7bSgsJAWxMTQF0OC6RFvd1o0xbOvaN06HsLWQbTeqrUEqqeygToVhK0ytBC2U5kQxP+YQxB/7nNjQfzk+CAuYb/XHnx2bKb7D+8fC9eTJ2nB0BAt6O2lBeXltCApiRaEhlrc7OdDf3F3Yutsa2jdOh7C1gFsWrXviNuq5QP1ztkHqukPitFA/fOsA3UqCFtlaD1sp2KXFvFkQZwcZZcg7uyqp0UNlXRfSQGdn5ZqE66SLwUH0R2+XvSs++zWfq34JVq3joSwdQCRWrWTB+oVRGc6PlCngrBVhp7DdirKtYiXTxnE/X3NVF9dSDmZ8RQZ5kduzott6t5lKxbSe85LZCuYMdmZQuvWsRC2KrNt1b7GbmNvgw1ltD3VKlD/YB2oM5to4qhAnQrCVhlGDdup2C2Ir/gGHTad152/fJQG/vR7anj+b5T28vMU+O/X2XrX3tC6dRyErcqUatWOBmrMxEC9apaBahlDFSNQp4KwVQbCdnbsEcSnTUE8/OWL6JNvXk29t91CdQ8/QPmmlnHC83+1axCPtm5NdYLpO9G6VRfCVkXzbdWOBaoTjbw9j0C1tFBnPylJJAhbZSBs52+l6V6qMf0xnRsbTBkf/psynnmKyn/1KLXecxetu/kG2n7Z1+nIuedajmsqkwbxC3+bUxCjdesYCFsV2bRqK/lWrfQ+07FAfdUOgSp+C3WuELbKQNjO3tpVrdRYW0x52YkUHRFAHq5L2XrUmtfC9yjytX9ZgrhtrkF88eyCGK1bx0DYqsS6Vbvvn8+OC9Tf0pF7EKizhbBVBsJ2ehvXdcl1YrHpfkuIDSFfL2e23pwr+wXxl9kgbnjofst2aN2qA2GrkhPf+OwVeDMMU5lpW+ltOYdNN4YcqIs/oB3RQbS1qoD9DqNB2CoDYcvr7qilitJs+VWIQQEebD2plpC3X6HUv/+Jyn79M2q7+05ab2qh7v7qJXRqho/kSczbHrzgfLRuVYCwVcFgfcmEgm6BQJ0zhK0yELajVvc2UZ3pPszOiKOIUF9yneINTSKZSxAnm+oe7neB/SBsVbC1tthSqKVQRaDaB8JWGUYN24H+dmquL6WC3GSKjQokL/flbF2oZdZBvPbmGyznNfLVf7Lbg/0gbFVgHbbSuCq3DcwewlYZRgnbj9d3U0drFZUWZVBSfBj5+7iydZ9eJT7/V8t5RdgqD2GrAoStMhC2ytBz2PZ11VNVeS6lp0RTSJAXW9cZBcJWXQhbFSBslYGwVYaewnbNyhZqqCmi3KwEigr3I3eXJWz9ZkQIW3UhbFWAsFUGwlYZWg7bDWs7qLWxnIryUyk+Jph8PKdfEceoELbqQtiqAGGrDIStMrQWtl3tNVRekkUpiREU6OfO1l8wEcJWXQhbFSBslYGwVYboYbuqp5FqK/MpMy2WwkK8TfXT3FfCMTKErboQtipA2CoDYasM0Y5h3epWy3XufvwX5Om2jK2jYHYQtupC2KoAYasMhK0yHH0Mmwa6qL25kkoK0ykxLpT8vF0s17n+oQfY+glmD2GrLoStChC2ykDYKsMRx9DTWUeVZTmUlhxFwcyrEM3XGWFrPwhbdSFsVYCwVQbCVhlqHEN/XxPVVxdSTkY8RYT5kqvzYrbeMTNfZ4St/SBs1YWwVQHCVhkIW2UocQzr17RTS0MZFealUFx0EHl7rGDrmcmYrzPC1n4QtupC2KoAYasMhK0y7HEMn2zooc7WaiorzqTkhHAK8J3fqxDN1xlhaz8IW3UhbFWAsFUGwlYZcz2Gvu56qq7Io4zUGAq186sQzdcZYWs/CFt1IWxVgLBVBsJWGTM9hrWrWqjRVLbzshIpKsKf3F2VexWi+TojbO0HYasuhK0KELbKQNgqY7Jj2Liuk9qaKqi4II0SYkPI10u9VyGarzPC1n4QtupC2KoAYasMhK0yrI+hu72GKkqzKTUpkoL8HfcqRPN1RtjaD8JWXQhbFSBslYGwtb9VvY20+5675GPYdt23yMVpEVsfqM18nRG29oOwVRfCVgUIW2UgbOdvoL+NmutLqSAnmWKjAsnTfRmtu+n60XN6zVVsXeAI5uuMsLUfhK26ELYqQNgqA2E7ex+v76aOlkoqLcqgpPgw8vdxmXCvI2yNAWGrLoStChC2ykDYzkxvZx1VledSeko0hQR6sve3NYStMSBs1YWwVQHCVhkIW17/ymaqryminMwEigz3IzeXqV+FOB7C1hgQtupC2KoAYasM67DdnhQphKO33yrvj5phu2FtB7U2llFRXirFxwSTj+fsXoU4njlst1/6f3KFLALzdUbY2o/1eUXYKg9hqwKErTL2PTdWWYjm1AXns/tsL11t1VRekkUpiREU6OfG3rNzdfD889ljEkHfD77P7jPMHsJWXQhbFSBslbHHeZHlvArnzDPZfbYXJcP2xFln8cckgKqfPcLuM8wewlZdCFsVIGyVsz01hnbEhLBduo4w8vLzlmst/ZvbZ3uz7kaOiwkm73l0I0db7X/bPXdaunEdLeXZP1Psv55l9xnmRjqv5muNsFUewlYFCFvj2FaaTafPOUe+1sP/fYfdRmn9fdIEqcLRCVJhs5sgVfzELy1lNealf7DbgD4gbNWFsFUBwtZYjt7xA/laH/r1z9mfq2300Z+cGT360/3ZvkuTo1yW/Y/dBvQBYasuhK0KELbGsv/ZZ+RrfeKaq2hLXxO7jaNYXmpRmC6/1MJv3Esthi67VN73nttvsfn/oD8IW3UhbFWAsDWW3Z4rLNd7h0rjtnO1bnUbNdWXUH5OEuV/9L5lv0se+zlbD4B+IGzVhbBVAcLWWGzGbT9wzLjtXOxZPvbyiGrnRRRuKqsuKxay9QFoH8JWXQhbFSBsjUe0cduZOPD07+R9Pnbj9fTpQJf8/+Ql9kqy5CX2Ah24xB7YH8JWXQhbFSBsjUfkcdvJHPvOjfI+H/jDb9ifb1jbSa1N5VSUL72pKoR8VFw8HuwPYasuhK0KELbGYzNumxjBbiOSoZxky/7uWfo/dpvx1qxsoYaaIsrNSqCocH9yd1nC1h0gJoStuhC2KkDYGo/tuO3b7DYisR6vHcpKZLeZTl9XPVWbVxcK8mLrERAHwlZdCFsVIGyNSUvjttx47XzIjxi1Vlmtm+vK1ivgOAhbdSFsVYCwNSbLuO3VV9GWXoHHbTf0TDteO18D/W3UXF9KBbnJFBsVSF7uy9l6BtSDsFUXwlYFCFtj0sq47VzGa+drdW8j1VUVUHZ6HIWH+pCL0yK23gHlIGzVhbBVAcLWmLQybmuP8dr56u6opQrT+ZIeMQrCI0aqQNiqC2GrAoStcY2N2/6M/bkI7D1eO18b13VSW1MFFRekUUJsCPniESNFIGzVhbBVAcLWuIQft5XGa29Wdrx2vtauaqFG0z2UZ2p1R0X4k7srHjGyB4StuhC2KkDYGpfo47ZDOUmW/VNrvHa++rrrqboijzJSYygUjxjNGcJWXQhbFSBsjUv0cds9yz+0lE1HjdfOxyemlnlnaxWVFWdSckI4BfjiEaOZQtiqC2GrAoStsVnGbX8l3rjtgafEGq+dr/Vr2qmloZQKc1MoNjqIvDzwiNFkELbqQtiqAGFrbGPjtlfSlt5GdhuH0MB47Xyt7muiuuoCys6Ip4hQX3J1xiNGZghbdSFsVYCwNTZRx221OF47Xz0dtVRZlk1pyVEUHODB1nVGgbBVF8JWBQhbY7MZt/2POOO2e5Zpe7x2vjYNdFG7qV4rKUijxLhQ8vV2Zus+vULYqgthqwKELYg4bnvgqd/K+6SX8dr5WruqlRrriikvO4miIwLIw20pWxfqBcJWXQhbFSBsQbhxWwOM187Xyu4GqqnMo8y0WAoL9mbrRS1D2KoLYasChC3YjNsmhLPbqGnI1Hoz749Rxmvnq6utmsqLMyklMYIC/NzYelJLELbqQtiqAGELoo3bGn28dr7Wr+mglsYyKsxLobjoYPI2/THF1ZsiQ9iqC2GrAoQtSEQat8V4rX319zVTfXUh5WTGU2SYH7k5L2brUZEgbNWFsFUBwhYkNuO2PQ4ct13fTcduvkHeF4zXKqO3s46qynIoPSWKggM92TrV0RC26kLYqgBhCxJRxm0xXquuTQPd1N5SSSWF6fIjRn4+LmwdqzaErboQtipA2ILEdtz2LXYbNWC81rHWrW6jproSys9JopjIAPJ0W8bWuUpD2KoLYasChC2YiTBui/FasazqaaTaynzKSoulcFP94Lxi4YT6VwkIW3UhbFWAsAUzy7jtVQ4at5XGa2/CeK3IutprqLwkS37EKNDPna2P7QFhqy6ErQoQtmDm6HHboexEy/djvFZ8G9Z2UGtjORXlp1J8TDD5eDqx9fNcIGzVhbBVAcIWzBw9bovxWm1bs7KZGmqKKDczgaLC/cjNZQlbX88EwlZdCFsVIGzBmmXc9pePsj9X0oE/YLxWT3q76qiqPJfSU6IpZJaPGCFs1YWwVQHCFqyNjdteoe64LcZrde1j0/XtaKmk0qIMSooPI/9pHjFC2KoLYasChC1Yc9S4LcZrjWWgv42a60upICeZYqMCydPd9hEjhK26ELYqQNiCNZtx2/fVG7eVAtZcDjFeazyrehuptqqAstLj5EeMkp7/m6U8IGyVh7BVAcIWxnPEuK1lvPYmjNdCL6031UXmeinN9EcfV++D/SBsVYCwhfFsx20b2G3sCuO1MM72pEhLvbQlJ5namsqpOD+NEmJDyMfLfo8YwSiErQoQtjCezbhtfBi7jT1J3cbm78N4LUisw3aoIM3mZ2tWtVBDbRHlmspNVLg/ubvO/REjGIWwVQHCFsZTe9wW47Uw3lRhO15fVz1VV+RSRmoMhQZ5sRkBU0PYqgBhCxw1x22lrmPpuzBeC2azCVtrn2zooc7WKioryqDkhHDy93VlMwNsIWxVgLAFjs24bbeC47YD0njt9fJ3YbwWzOYatuMN9LdTc0MpFeRKjxgFkZfHcjZDjA5hqwKELXDUGrfFeC1w7BW2463ubaK66gLKzoijiFBfcnVaxGaK0SBsVYCwBY7tuO2b7Db2gPFa4CgVtuP1dNRSpamspyVHUXCAB5svRoCwVYFewnaL6abZERUo36RKkVt4BhpTNI/bHv3hbez5sIfD998jf4eh3odsOs4dMSHs+bCXHVFBtKW1iv9+DZCOwVwvKRm21jau65KzpNj0fQmxoeTr7czmjR4hbFWgh7DdWlVAdMbnLMehpOPf+ia7D3p09PZb2XOghGPfuZHdBz06+oPvs+fA7j73ORrKS2H3QXSOCNvx1q5qpUZT/ZiXnUjREQHk4bqUzR89QNiqQA9he8TU8jIfg+LOPJM2r2xm90Nvjptam+w5UIA0EYvbB73Z3N9GdNZZ7DlQwrHvfUeTPQYihO14K7sbqKYijzLTYigs2JvNIq1C2KpA62G798P3LPt/8De/tnSj2dvw269avmfP8o/YfdGTrXXFdOLyy0bP689/wp4Tezj428fk7zj15YtoW3Emuy96stvLyVKO9r3yPHtO7OHAU6Ovv5QMv/s6uy8ik47BvP+ihK01+RGjtmoqM5VZ6RGjAD83Npu0AmGrAi2H7fbUaLlbV9r3ww/cS4MNpex29iA9/iKNK0rfdejXP2e30ZPdbsvGykW4P7uNPVhXqnsXf8BuoyfmEJRa8oONZew29iDNYTj0s0dGv8v0R5M0RsxtJyrRw3a89WvaqaWhjArzUiguOoi8PVawWSUqhK0KtBq2m1e30sEnfiXv98mvXEw7g73Z7exp/7N/Hv2+r11CWyvy2G304uDvRlucx757k+Ld5kfvvF3+rkOmFjT3c70YbCqnE1dfKR+rtPACt4097YgJphPfGO2dkIJXCmBuOxFpLWzH6+9rovrqQsrJiKfIMF9ydV7MZpcoELYq0GrYWncfj7zyAruNvUnnx/yde1YsZLfRA+su5H3P/43dxp5G3nhR/i69dyXv9na2lB+pO5nbxt6G33nN8p1a6k7WetiO19NZR5VlOaOPGAWK94gRwlYFWgxb6+7jI/ffQ4P1ynUfW7PuSj74mH67ktXqQjYzSlfygad/Jx+j0l3I1uTu5EcfHv1eDXUn6y1srW0a6KL25koqKUynxLhQ8hPgESOErQq0FrbW3cenLv4y7VKh+9jaWFfyV2lrZT67jdap2YVspveu5EFTHXXimqvkY1SjC9najuggOnHZpaPnVyPdyXoO2/HWmeq0proSys9OopjIAPI0/bHL5ZySELYq0FrYWncf73tZne5jazZdyU7660pWuwvZTO9dybt8XCzlRq0uZGvD74zNptdCd7KRwna8lT0NVGP6Qz4zLfazR4wWTsg8e0PYqkBLYWvbfXw3ba0vYbdTkm1X8i/YbbRM7S5kM713JR/445PysanZhWxtS3sNHfrpQ6P7oIHuZCOH7XhdbdVUXpJFKYkRFKjQI0YIWxVoJWxtuo9NrZ9dQV7sdmqwdCX/39doa5W+upId0YVspteu5MHmSjr+zavlY1O7C9ma9ArHk5d9ffQcC96djLDlbVjbQa2mP9aK8lIpPiaYfDzt84gRwlYFWglb2+7j59lt1GLTley8iN1GixzVhWym167kXT6ulvLiiC5kayNWL2cRuTsZYTsz/aY/iOtrCiknM4Eiw/zIzWVujxghbFWghbC16T6+7245FLjt1GLTlfz4L9lttMhRXchmeu1KPvDH38vH5KguZGuDbdV0+CfW3cnB7HaOhrCdm97OOqoqz6H0lGgKCfRk85Iz47CtKM1mvximJ3rYTug+NhUgbju1WbqSv/5/8kII3DZa48guZLMjOutKHmyppOPXXiMfkyO7kK3tjAqkk5eK3Z2MsLUPaQUjLjPHm3HYhgZ5UV9XPftlMDXRw9am+/il59htHMG2K3kxu42WOLoL2UxvXcm7fMXpQrY28tYrlv0SsTsZYTt/q/uaKCLMl83M8WYctpLcrAT2C2FqIoetTffxvT+S95XbzhFsupJNLW9uGy1xdBeymd66kg/8SZwuZGuj3ck/Ht03AWcnI2znryA3mc1KzqzCVpqVJc3S4r4UJidq2Np0H1/0JWG6j61ZupIv/TptrS5kt9EKEbqQzfTSlTzYWiVcF7K1nZGB8jCIfK4F605G2M5PR0sV+fu4slnJmVXYSqSljqSlj7gvB56oYWvTffyiON3H1my6kl2WsNtogVQGROhCNtNLV/IuPzdL+RCpC9nayFsvW/ZRpO5khO38SBOkuIyczKzDVlKt89VY7E3EsJ3YfVzEbudoNl3Jv/k1u40WiNKFbKaXruQDf/6DfAyidSFbk1rfhx95cHQ/BepORtjOnbTakNssVxmaU9hGmSqLNStb2J2AiUQLW5vu4y9dSLsCPNjtRGHuSj5x2ddpa42YfxRMR6QuZDOtdyVLY6LmPxhF7EK2tjMigE5+/Wuj51uQ7mSE7dxI6+pK6+ly2TiVOYWtpCg/ld0RmEi0sN37kXX38T/YbURi3ZW823Upu43IROtCNht54yV5n7TalbzL332sXAjahWxt5E2xupMRtnNTWpTBZuJ05hy20vsjpfdJcjsDtkQKW5vu43vuMrUUxZ90ZNOV/NvH2G1EZtOFHOH4LmQzrXcl73/mKXnfRe5CtiY9D3z4YXG6kxG2s9fbVUchQTN/kYW1OYetJDMtht0hsCVK2E7oPja1DLjtRLT/2Wfk/T7xjUtN51NbXckidiGbabUrWXrp//FvXyvvu+hdyNakP7ak933L51zqTu50XHcywnb2pFc2clk4E/MKW3fXpdRgChJup2CMKGFrM/v4X8+y24jKpivZTTtdyaJ2IZtptStZmmdgKQ8a6EK2Zj7nEkd2JyNsZ6eloYy8Pea+KMG8wlYSHxNCG9Z2sjsHo0QI2+2pMWPdx3ffqblnVm26kk0tRW4bEYnahWym1a7k/X95Wt5nrXQhW5NWKDr88AOj++/A7mSE7cxJj7tKj71yGThT8w5bibQOILeDMMrRYWvTfXzhBZrqPrZm6Uo2VVCOXihhpkTuQjbTWleyNJP3+HXfkvdZS13I1qTHv05+7auj591B3ckI25mrLs9ls2827BK20kr3K00tD24nwfFha9N9/E9tdR9bs+lKdl/GbiMS0buQzbTWlSy96cxSDjTWhWzN/GIRiSO6kxG2M7PG9EdyVLgfm32zYZewleRlJ7I7Co4N24ndx9pdPcemK/nJx9ltRCJ6F7KZ1rqS9//1j/K+arEL2dpgcwUdfuj+0WNxQHcywnZmCvNS2cybLbuFra/pL8y2pnJ2Z43OUWFr0318wQXyq+247bTE0pV8xTdoa10Ju40otNCFbKaVruQtnXV0/Ppvy/uq1S5kazvD/Ojk1y4ZPfcqdycjbKfX2VZNAaZ6k8u82bJb2EpSTReP22Gjc1TY2nYf/53dRmtsu5KXs9uIQCtdyGZa6UreFeQ1dv013IVsbeR1x3QnI2ynl5Eaw2bdXNg1bJ1XLKSaynx2p43MEWFr0338ox/qZvF1267kJ9htRKCVLmQzrXQl7//bn+R91HoXsrXBpnI6/GP1u5MRtlNrqCkid9clTM7NjZ3D9iOKjgigtata2Z03KrXD1rb7+Hx5cW1uO60a60q+nAbrS9ltHG2sC/lm4buQzSxdyT97hP25o23pqqPjN1wn76MeupCt7QzzpZNfVbc7GWE7uQ1rOyg+JpjNuLmye9hKinHhbKgdtjbdxy+I34U5WzZdyR4r2G0cSWtdyGaidyXvCtZfF7K1kdf+ZTk+NbqTEbaTKzeVfy7b5kORsA3yd6fu9hr2IIxIzbC1effxXXfQVh1268tdyTeNdiUf+P1v2G0cSWtdyGaidyXv/7v+upCtDTZK3cn3jR6jCt3JCFten6l+CQ32ZrNtPhQJW0lWeix7IEakVtjadB+ff57uuo+tWbqSrzRVvA1idSVrsQvZTNSu5C1d9XTsRn12IVvbGepLJy/5iuUaKNmdjLDl5WYlspk2X4qFrafpr/smwR/NUItaYWvTfayh7su5sOlK9hSnK1mrXchmonYl7zS1NCzXW4ddyNZGXlWnOxlhO1FrUzn5mMoXl2nzpVjYShLjQmnjQBd7UEaiRthO6D6uyGO304vRWcmjLZ1jN98gv41HBId/8uOxa62hLmQz6wr4yIP3ssfoCEdv+a68T3rtQrYmHd/hB5XvTkbYTpSSGMFmmT0oGraSitJs9qCMRI2wlVpR5u+QbiJuG705cu/dlmMWzelzz2X3WQuk92dzxySCo7fdwu6z3kj1xMmvXCwfs/S4E7fNfCFsbdWYGihchtmL4mEbbio0q3oa2YMzCjXCdkd0kPxX//AHb7M/1yOpsjh91lmWcyuMz32ODvz5D+w+a8HIKy8QnXEGf2wOdPqsz9POyAB2n/Voz7IP5Xtasd4whK3F2lUtFB3hz2aYvSgetpL8nCT2AI1CrTFbAICZQtiOKc5PY7PLnlQJWz9vF2pvrmAP0ggQtgAgGoTtqK72Ggr0d2ezy55UCVtJWnIUe6BGgLAFANEgbEdlpsWymWVvqoWtq9MiqtPJ+3lnC2ELAKJB2PZSY10xebgtZTPL3lQLW0lMVCCt629jD1rPELYAIBqjh+3GdZ2UEBvCZpUSVA1bSUlhOnvgeoawBQDRGD1sK0qy2IxSiuphGxzgQT0d6i2QLAKELQCIxshhKz2OKj2WymWUUlQPW0l2Rjx7AvQKYQsAojFy2OZlJ7HZpCSHhK2X+3JqFnQdUiUgbAFANEYN27bmCvL1dmazSUkOCVtJUnwYfby+mz0ZeoOwBQDRGDVsU03HzWWS0hwWtpKqshz2ZOgNwhYARGPEsK2tyicXp4VsHinNoWEbEeZLq/ua2JOiJwhbABCN0cJ23epWiokMZLNIDQ4NW0lBbjJ7YvQEYQsAojFa2JYUpLMZpBaHh62/jyt1tFSxJ0cvELYAIBojha30uKn02CmXQWpxeNhK0lOi2ROkFwhbABCNkcI2Kz2OzR41CRG2bs6Lqb66kD1JeoCwBQDRGCVsm+pLyNN9GZs9ahIibCVx0UG0fk07e7K0DmELAKIxQthuGuiixLhQNnPUJkzYSsqKMtgTpnUIWwAQjRHCtrIsh80aRxAqbEOCvKi3q449aVqGsAUA0eg9bFf3NlFEqC+bNY4gVNhKcjIT2BOnZQhbABCN3sO2ICeZzRhHES5svT1XUEtDGXvytAphCwCi0XPYdrRUkr+PC5sxjiJc2EqSE8Lpkw097EnUIoQtAIhGz2GblhzFZosjCRm2kuryXPYkapF12AIAiEZPYVtXXUCuzovZXHEkYcM2KtyP1qxsZk+m1mwrymALOACACLanxbJ1l9YM9LdTbFQQmymOJmzYSgrzUtkTqjXWLdv9f/sT7XZbphl7P3qPTn7tqzY3puTUBefT8LtvsJ8xsmM3XCefnxNXX8n+XAuO3zh6DMevuoL9uZENv/u6XPat7wXJya9dYrpX3mc/I6p9L/7Dsv96admWmho2XJaIQOiwDfBzo862avakaolWx2yHMhPo8AP3WPZdujlH3n6VTp99tvzvo7d8j3ZEB7GfNarDP/mxfG6O3Hk7+3Mt0MMxKEEa45TOiXw/fO5zNPLGSzLpv+Xzddcd8jbcZ0WktzHb3s46Cgn0ZLNEBEKHrSQjNYY9sVqixbDlgnZz/+gbvobfe4NOn4PA5SBs9YkLWvPPtBq4egvbnMx4NkNEIXzYursuoYaaIvbkaoXWwnYoSwraey37vO/F52jzuFdpDr/3JgKXgbDVn6mC1mxC4CZHTdhGNHoK2+aGUvL2WM5miCiED1tJfEwwbVjbwZ5kLdBS2M4kaM1GA/cceTsE7iiErb7MJGjNtBa4egnbj9d3U1J8GJsdItFE2ErKizPZE60FWgnboaxE26B9afKgNUPg2kLY6seEoH1z8qA1G3nz5bHA/ZHYgauXsK0qz2UzQzSaCduwYG/q625gT7botBC2ctA+OLugNRt+H4FrhrDVh4lB+zK7Hcc2cH8obODqIWz7+5opMsyPzQzRaCZsJbmmQOBOuOhED1s+aGfXbS8H7rkIXISt9tkE7RlnzCpozeTANX1WPo+CBq4ewrYwL4XNChFpKmx9vJyotamcPekiEzlsh7KloL3Psn9y0M5xfHz4/bcMH7gIW22zR9CaTQjclGh2O0fReth2tlZRgK8rmxUi0lTYSlISI9gTLzJRw3Zi0D4/56A1M3rgImy1y55BayZy4Go9bDNSo9mMEJXmwlZSU5nHnnxRiRi2E4L25fkHrdlo4J4r/16jBS7CVpuUCFqzkbesAvducQJXy2FbX1NEbi5L2HwQlSbDNjoigNauamEvgohEC9uh7CQ6/GNlgtZs+D/GDFyErfZMCFpTOHLbzcfIW69YBe6dQgSuVsN2/ZoOiosOZrNBZJoMW0lxvnYKh0hhywdtJ7vtfBkxcBG22jIxaF9ht7MH0QJXq2FbVpzJZoLoNBu2Qf7u1NVew14M0YgStmoGrZkcuF80TuAibLXDJmjPPFPRoDWTA9f0XfL5lQI31XGBq8Ww7euqp9AgLzYTRKfZsJVkamRZKBHCdihHCtr7Lfux7+UXaPM6ZYPWbPg/bxsmcBG22uCIoDWbGLiOef+7FsM2NyuBzQIt0HTYergtpca6YvaiiMTRYevIoDUzSuAibMXnyKA1EyFwtRa2rY1l5OPpxGaBFmg6bCUJsSG0UeXgmC1Hhq0ctA9ZBe0r6get2fAHUuB+Ud4PvQaukcK2dvMa8ty5md7cu52e3r+H/jmyk/63exvFDW2igU197GccTYSgNZOWq7QE7j13qR64WgrbT0ykxz65DNAKzYetpKI0m71AonBU2A7lJNsE7YgDg9ZM74Gr97DdaApR151b6NrjR8lUqiZ13qlT9OsDw3Igj/8djjIhaE1hx22nJkcGrpbCtroij637tUQXYRtuCrBVPY3sRRKBI8KWC9pP13Wx26pNz4Gr57At3jJANx07zIbrZM4+fZpeG94hh7T171KbTdB+XoygNZMD17RP8jmXAjdNncDVStiuWdlCUeH+bN2vJboIW0l+dhJ7oUSgdtgO5UpB+4DlO+WgHRAjaM2GP3iHTp+nv8DVa9i6mFqz35ymNTuV3xzYS4WDAzbfoxbroD39+c8LFbRmw6Z9kvZNPu8qBa5WwrYoP5Wt87VGN2Hr6+1Mbc0V7MVyNDXDdmLQ/lO4oDXTY+DqMWzdTUF70amTbIjOxqMH91HDp+p2K48PWinUuO1EMDFwlX3aQgth29VWTYF+bmydrzW6CVtJqqnwcBfM0dQKWzloH7YK2lfFDVqz4f/qK3D1FrZlW9bJ46/mwJyvJ/fvZb9TCVoKWrPhd6wC915lA1cLYZtpauFzdb0W6SpsXZwWUm1VPnvRHEmNsB3KTdFc0JrtNQXuqfPOk/db64Grp7A9dNcd9IuDI2xoztWZdJr8dnzKfq89TQhaU4hx24lo+J3XrAL3R4oFruhh22iqNz1cl7J1vRbpKmwlMZGBtG51K3vxHEXpsOWDtpvdVlR6CVw9he3g3XexgTlf1x87ouiEqYlB+xq7ncjUCFyRw3bDuk75sU6ujtcq3YWtpKQwnb2AjqJk2A7lMUG7XltBayYH7vnaDlw9hW3vffeyYWkPEUMfs989XzZBe5Y2g9ZMDlzTMcjlSQrcdPsGrshhW16SxdbtWqbLsA0O8KCejlr2IjqCUmE7GrQPWn63loPWbO9/39V04OopbBseeIANSnt4aXgn+93zYRu0Z2k6aM1GA/cs+ZhGAzeO3W4uRA3bld0NFBbizdbtWqbLsJVk27FQzpcSYTsxaP+l+aA103Lg6ilsqx98kA1Ke7j16CH2u+dKj0FrZhO499kvcEUN27zsRLZO1zrdhq2n+zJqqi9hL6ba7B22ctA+YhW0r+knaM32/k+bgYuwnRnpmV3uu+diQtC+q5+gNZOOyd6BK2LYtjWVk6+XM1una51uw1aSGBdKmwSYkWvPsB3KS9V90JqNBu758nFqJXARtjPHffdsGSFozYbffd0qcO+ed+CKGLbS45tcXa4Hug5bSWVZDntR1WSvsB3KZ4J2Qw+7rV5oLXARtjNzxYlj7HfPhk3QfkEK2tfZ7fREDlzTscplTArcjLkHrmhhW1uZTy4rFrL1uB7oPmwjQn1pdW8Te3HVYo+wNWLQmsmBe4E2AhdhOzM/ODK/MVsjBq2ZvQJXpLBdu7qVoiMD2DpcL3QftpKC3GT2AqtlvmE7GrSjFaDESEFrtvd//9ZE4OopbGsUDNtn9u1mv3smbIP2C4YKWrPRwP2CfA6O3C8Fbjy73VRECtti0/dzdbeeGCJs/X1cqKOlkr3IaphP2MpB+1nlJxl5/UXDBa2ZFgJXT2Hbef99bFDag/eOzex3TwdBO2b43/MLXFHCtru9hoIC3Nm6W08MEbaStOQo9kKrYa5hO5SfhqAdZ++HYgeunsJ24z13s0E5XxefPEH9H69kv3sqE4LWFDbcdkZiG7j3zCpwRQnbrPQ4ts7WG8OEravzYqqrLmAvttKsw1Z6GbpUyKez27S/R+6+0/I5BO2Y0cC9QD4vx266gfa+/xZ7Dh3h6O23yvulh7A9aDq3/yotpgerq+0qKjeDPXdT2fvhe6Y/rr4r79do0L7B7rsRSefCHLhH77iN9i79L3sOx5POqfQZiaPCtqmuhDzdlrF1tt4YJmwlsVFBNNDfzl50JW2tKrAU6rnY/+yf2d9rZNYVhYhOfONSdr+14Ph132KPSRTStef228jmez8MZSWwv1dJ0mOZ0uOZXF2tR4YKW0lpUQZ74RW1pt3yfNxsHfr5T/jfCbTvub+y50wE0nqk3D5rwaFf/JQ9JhHs/8sf2X2GXvnccOdsWmeeSVu6G9jfqaSK0my2jtYrw4VtSKAn9XbWsRdfSVJh3laaJXcpz1h1Ifu7YMzWuhK554A9fw6yzRF/0NnZtopcy/F8ajrHr63qpqs//njObtm4gYpaam3O06yZ9oPbVxgj3w/cuZvEtvJchwTtqt5GCg/1YetovTJc2EpyMmc/TR7A6Fx3bqGzT59mJz1N5Y4jB6nl0372d4Ix5ecksXWznhkybL09llNzQylbCABgclJo/ubAXjZUx7v0xHHymeMjPqBf7c2V5OfjwtbNembIsJUkxYfTxzp9pzCA0jo+WS23dJ/cv5fuOnKArj5+jL539DA9fGgfvTS8gzK2blB0gXjQLukxTK5O1jvDhq2kqjyXLQwAAGB/dVUF5Oq0iK2P9c7QYRsZ5kf9fc1soQAAAPsZ6G+j2KhAti42AkOHraQwL4UtGAAAYD8lhelsHWwUhg/bAF9X6mytYgsHAADMX09nLQUHerJ1sFEYPmwlGanRbAEBAID5y86IZ+teI0HYmri7LKH6miK2kAAAwNw115eSl8dytu41EoTtZ+Kig2n9mg62sAAAwOxJj1cmxYexda7RIGytlBVnsgUGAABmr6osh61rjQhhayU0yIv6uurZQgMAADO3uq+JIsN82brWiBC24+Q6YKkpAAC9KchNYetYo0LYjuPj6UStjWVs4QEAgOl1tFaRv68rW8caFcKWkZIYQZ9s6GELEQAATC09JZqtW40MYTuJ6oo8thABAMDk6qsLyc1lMVuvGhnCdhJREf60ZmULW5gAAGCi9WvaKS46iK1TjQ5hOwVpkXl0JwMATE+qKwtyk9m6FBC204qJDKDayny2cAEAwGjXMVq0U0PYzoCL00JKTYqktuYKtqABABiRNOtYmgyFMdrpIWxnwdfbmfKyk2hlTwNb8AAAjEB6YYX0HC0e75k5hO0chIf4UEVJFm1c18kWRAAAPZLedSy9ghFvhpo9hO08JMSGUGNtMVsoAQD0RFq9B4sKzB3Cdp483JZSZlosdbXXsAUUAEDLpIXfpfVosUze/CBs7STQ352K8lNpzSo8mwsA2jfQ30YlhekUHOjJ1nkwOwhbO4uO8KcavH0KADSsrqqAYqMC2ToO5gZhqxDp/cqtjeVsQQYAEFF7cyWlJUeRq9Mitl6DuUPYKsjHy4lysxKprxtr5AKAuFb1NlJ+ThL5+biwdRnMH8JWBaHBXlRWnEkb1nawBR0AwBE2DXRRZWk2hYf6sHUX2A/CVkXxMcHUUFPEFnoAADU11ZVQYlwoW1eB/SFsVebusoQyUmOos7WKvQEAAJTU3V5DWelx5Om2jK2jQBkIWwcJ8HWjwrwU6l/ZzN4QAAD2tHZ1KxUXpFFQgDtbJ4GyELYOFhnuR1XluVjKDwAUI61cFh0ZwNZBoA6ErSCSE8KppaGMvVEAAOairalcXrHMZcVCtt4B9SBsBeLtsUJesL63s469cQAAZmJldwPlZSeSr5czW9eA+hC2AgoJ9KTSogwa6G9nbyQAAM6GdZ1UXpJFYSHebN0CjoOwFVhsdBDVVxeyNxUAgDVpBTJpJTKuLgHHQ9gKzs15MaWnRFNHSyV7gwGAsXW1Vcsrj3m4LmXrEBADwlYj/H1cqCA3mVb3NrE3HAAYy5qVLfJKY4F+bmydAWJB2GpMRKgvVZbl0KaBbvYGBAB9+2RDL1VX5FFUhD9bR4CYELYalRQfRs31JezNCAD61NpYJq8oxtUJIDaErYZ5uS+n7Iw46umoZW9MANCHvq56ys1KIB9PJ7YuAPEhbHUgOMCDSgrTad3qNvZGBQBtWr+mQ14xLDTIi733QTsQtjoSExlItVUF7E0LANpSX1NEcdHB7L0O2oOw1RkXp0WUlhxJ7c0V7A0MAGKTVgTLSI2WVwjj7nHQJoStTvl5O1N+ThKt6mlkb2gAEEt/X7O8EliAryt7T4O2IWx1LjzEhypKs2njuk72BgcAx/p4fbe88ldkmB97D4M+IGwNIiE2lBrritmbHQAco7mhlJLiw9l7FvQFYWsgnm7LKCs9lrrba9gbHwDUIa3sJa3w5e2xnL1XQX8QtgYU5O9OxQVptHZVK1sRAIAypJW8pBW9pJW9uHsT9Atha2DREQFUU5nPVgoAYF911QUUGxXE3ougfwhbw1sov/6ttamcrSAAYH6kFbvSkqPI1Xkxc/+BUSBsQebr5UR5WYm0sruBrTAAYHakFbqklbqkFbu4ew6MBWELNsKCvam8JIs2rO1gKxAAmNqmgS55ZS5phS7uHgNjQtgCKz4mhBpqi9jKBAB4TfUllBgXyt5TYGwIW5iUu+sSykiNoa62arZiAYBR0spbWelx5Om+jL2XABC2MK1APzcqykulNStb2IoGwKjWrW6VV9ySVt7i7h0AM4QtzFhUuD9VV+TSJxt62IoHwEhqq/Lllba4ewVgPIQtzFpyQji1NJaxFRCA3rU1V1BqUiS5OC1k7w8ADsIW5sTbcwXlZCZQX1c9WyEB6I20glZ+dhL5ejuz9wTAVBC2MC+hQV5UVpRJ69e0sxUUgNZJK2ZVlGbJK2hx9wDATCBswS7iooOovqaQrawAtEpaKSshNoQt8wCzgbAFu3FzWUzpKdHU0VrFVlwAWtHVXkOZabHk4baULesAs4WwBbvz93WlwtwU6u9rYisyAFGtXdVCxflp8spYXNkGmCuELSgmMsyPqspy6OP13WzFBiCSmoo8eSUsriwDzBfCFhSXFB9GzQ2lbAUH4GjSilfSyldc2QWwF4QtqMLLYzllZ8RTT2cdW+EBqK2vu55ysxLJx8uJLbMA9oSwBVUFB3pSaWE6DfS3sRUggNKkFa3KizPlFa64MgqgBIQtOERsVCDVVRWwlSGAUhpqiig+JpgtkwBKQtiCw7g6L6K05Chqb6lkK0YAe+lsq5ZXsJJWsuLKIoDSELbgcH4+LpSfk0yrehvZihJgrvpXNlNhXioF+LmxZQ9ALQhbEEZEqA9VlmbTpoEutuIEmClpZarq8lyKCvdjyxqA2hC2IJzEuFBqqithK1GA6bQ0lMkrU3FlC8BRELYgJE/3ZZSVHkfdHTVshQowXm9XnbwSlbQiFVemABwJYQtCCwrwoOKCNFq7upWtYAGkFadKizIoJMiLLUMAIkDYgibERAZQbWU+W9mCcdVXF8orTnFlBkAkCFvQDJcVCyk1KZLamirYiheMo6OlSl5hys15MVtWAESDsAXN8fV2przsRFrZ3cBWxKBfq/uaqCA3mfx9XNmyASAqhC1oljQRRlpVqK25AgyguiJPfiabKwsAokPYAgAAKAxhCwAAoDCELQAAgMIQtgAAAApD2AIAACgMYQsAAKAwhC0AAIDCELYAAACK+oj+H1uATMgBRYWEAAAAAElFTkSuQmCC\" data-image-state=\"image-loaded\" width=\"238\" height=\"237\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 231.083px 7.91667px; transform-origin: 231.083px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 113.25px 7.91667px; transform-origin: 113.25px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.05px 7.91667px; transform-origin: 381.05px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 170.667px 7.91667px; transform-origin: 170.667px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eValid=check_figureS(hxy, pxy, mseg, epsilon, npxy)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 97.65px 7.91667px; transform-origin: 97.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eCrossing Segments appears in \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/1720\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eCody 1720\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 242.167px 7.91667px; transform-origin: 242.167px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function valid=check_figureS(hxy,pxy,mseg,epsilon,npxy)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% npxy is figure final vertices used for scoring and Validation\r\n valid=0;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,size(mseg,1),1);\r\n %hplot3(hxy,npxy,mseg,size(mseg,1),3,segMM);\r\n \r\n%Confirm all final vertices of npxy are in hxy polygon\r\n[in] = inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n%check if all vertices are in\r\n\r\n%Confirm all segments are of valid length squared\r\n for i=1:nseg\r\n  nsegL2=0; %calc length squared of segment\r\n  %Check if nsegL2\u003cMin or nsegL2\u003eMax  Min=msegMM(i,1) and Max=msegMM(i,2)\r\n end\r\n \r\n%Confirm all figure segments do not cross hole segments\r\n%Segment/Hole Vertices may touch other vertices and segments\r\n%Intersecting Segments was addressed in Cody 1720\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%A Robust/Fast solution for 1720 was created on 7/18/21 of size 117\r\n \r\n valid=check_intersecting_segments(hxy,mseg,nseg,npxy);\r\nend % check_figure\r\n\r\nfunction valid=check_intersecting_segments(hxy,mseg,nseg,npxy)\r\n%Confirm no figure segments cross hole segments; \r\n % Allowed: \r\n % a) Overlaying segments. \r\n % b) Segments touching hole vertices.\r\n % c) Figure vertices touching hole segments\r\n \r\n valid=0;\r\n nhxy=size(hxy,1)-1;\r\n \r\n for i=1:nseg\r\n  A=[]; % npxy points defined by mseg   A=[a1 a2;a3 a4]\r\n  for j=1:nhxy  %1-2,2-3, end-1 to end  thus why nhxy is 1 less than rows\r\n   B=[]; % hxy points    B=[b1 b2;b3 b4]\r\n   if intersecting(A,B), return;end % intersect detected thus fail\r\n  end\r\n end\r\n \r\n valid=1;\r\nend % check_intersecting_segments\r\n\r\nfunction tf=intersecting(A,B) %\r\n%Correct full solution requires two cross product checks which can be implemented using det\r\n%Segment A [A1;A2],  Segment B [B1;B2]\r\n% Points A1=[a1,a2] A2=[a3,a4] B1=[b1 b2] B2=[b3 b4]  All data in z=0 plane\r\n%p0= B2A1 x B2B1 is det([B2A1;B2B1]) where B2A1 = B2-A1= [b3-a1 b4-a2], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p1= B2A2 x B2B1 is det([B2A2;B2B1]) where B2A2 = B2-A2= [b3-a3 b4-a4], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p2= A2B1 x A2A1 is det([A2B1;A2A1]) where A2B1 = A2-B1= [a3-b1 a4-b2], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%p3= A2B2 x A2A1 is det([A2B2;A2A1]) where A2B2 = A2-B2= [a3-b3 a4-b4], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%visualization https://www.desmos.com/calculator/0wr2rfkjbk\r\n%source https://stackoverflow.com/questions/3838329/how-can-i-check-if-two-segments-intersect\r\n% by BenMan95 in ghastly Python not using det or matlab array vectors\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%  Robust Fast solution of size 117 created on 7/18/21 for 1720\r\n%\r\n% Both cross product pair multiplications must be negative for an intersection to occur\r\n% p0p1\u003c0 \u0026\u0026 p2p3\u003c0 for non-endpoint segments intersection. For End point intersection change \u003c to \u003c=\r\n\r\ntf=0;\r\nend % intersecting\r\n\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=0; % sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2)\r\n  delta=0; % epsilon*Lseg/1000000 and a little tweak\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n%These routines can be used to visualize the data\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n%","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=pxy;\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0+10\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0.001    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0; %non-integer npxy\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16+1    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[15     0\r\n    35    20\r\n    20    44\r\n     0    24\r\n    15     0];\r\npxy=[0    20\r\n    20     0\r\n    20    40\r\n    40    20\r\n    49    45];\r\nmseg=[1     2\r\n     1     3\r\n     2     4\r\n     3     4\r\n     3     5\r\n     4     5];\r\nepsilon=1250;\r\nnpxy=[20    44\r\n     0    24\r\n    35    20\r\n    15     0\r\n     6    25];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n\r\n%%\r\n% Problem 6 shifted up7,left10, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[26    79\r\n    26   134\r\n    26   149\r\n    31   149\r\n    36   124\r\n    41    49\r\n    46   109\r\n    46   134\r\n    56   109\r\n    61    74\r\n    61    89\r\n    61   124\r\n    61   149\r\n    76    74\r\n    76    89\r\n    76   124\r\n    76   134\r\n    76   149\r\n    81   109\r\n    86    29\r\n    91   109\r\n    96    74\r\n    96    89\r\n    96   124\r\n    96   134\r\n    96   149\r\n   111    74\r\n   111    89\r\n   111   124\r\n   111   149\r\n   116   109\r\n   126   109\r\n   126   134\r\n   131    49\r\n   136   124\r\n   141   149\r\n   146    79\r\n   146   134\r\n   146   149];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\n%problem 6 with rotate/shift, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[53   156\r\n   108   156\r\n   123   156\r\n   123   151\r\n    98   146\r\n    23   141\r\n    83   136\r\n   108   136\r\n    83   126\r\n    48   121\r\n    63   121\r\n    98   121\r\n   123   121\r\n    48   106\r\n    63   106\r\n    98   106\r\n   108   106\r\n   123   106\r\n    83   101\r\n     3    96\r\n    83    91\r\n    48    86\r\n    63    86\r\n    98    86\r\n   108    86\r\n   123    86\r\n    48    71\r\n    63    71\r\n    98    71\r\n   123    71\r\n    83    66\r\n    83    56\r\n   108    56\r\n    23    51\r\n    98    46\r\n   123    41\r\n    53    36\r\n   108    36\r\n   123    36];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-18T21:43:20.000Z","updated_at":"2021-07-19T01:11:39.000Z","published_at":"2021-07-19T01:11:39.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"237\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"238\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eValid=check_figureS(hxy, pxy, mseg, epsilon, npxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCrossing Segments appears in \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/1720\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eCody 1720\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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E3HAAYy5qVLfJKY4F+bmydAWJB2GpMRKgvVZbl0KaBbvYGBAB9+2RDL1VX5FFUhD9bR4CYELYalRQfRs31JezNCAD61NpYJq8oxtUJIDaErYZ5uS+n7Iw46umoZW9MANCHvq56ys1KIB9PJ7YuAPEhbHUgOMCDSgrTad3qNvZGBQBtWr+mQ14xLDTIi733QTsQtjoSExlItVUF7E0LANpSX1NEcdHB7L0O2oOw1RkXp0WUlhxJ7c0V7A0MAGKTVgTLSI2WVwjj7nHQJoStTvl5O1N+ThKt6mlkb2gAEEt/X7O8EliAryt7T4O2IWx1LjzEhypKs2njuk72BgcAx/p4fbe88ldkmB97D4M+IGwNIiE2lBrritmbHQAco7mhlJLiw9l7FvQFYWsgnm7LKCs9lrrba9gbHwDUIa3sJa3w5e2xnL1XQX8QtgYU5O9OxQVptHZVK1sRAIAypJW8pBW9pJW9uHsT9Atha2DREQFUU5nPVgoAYF911QUUGxXE3ougfwhbw1sov/6ttamcrSAAYH6kFbvSkqPI1Xkxc/+BUSBsQebr5UR5WYm0sruBrTAAYHakFbqklbqkFbu4ew6MBWELNsKCvam8JIs2rO1gKxAAmNqmgS55ZS5phS7uHgNjQtgCKz4mhBpqi9jKBAB4TfUllBgXyt5TYGwIW5iUu+sSykiNoa62arZiAYBR0spbWelx5Om+jL2XABC2MK1APzcqykulNStb2IoGwKjWrW6VV9ySVt7i7h0AM4QtzFhUuD9VV+TSJxt62IoHwEhqq/Lllba4ewVgPIQtzFpyQji1NJaxFRCA3rU1V1BqUiS5OC1k7w8ADsIW5sTbcwXlZCZQX1c9WyEB6I20glZ+dhL5ejuz9wTAVBC2MC+hQV5UVpRJ69e0sxUUgNZJK2ZVlGbJK2hx9wDATCBswS7iooOovqaQrawAtEpaKSshNoQt8wCzgbAFu3FzWUzpKdHU0VrFVlwAWtHVXkOZabHk4baULesAs4WwBbvz93WlwtwU6u9rYisyAFGtXdVCxflp8spYXNkGmCuELSgmMsyPqspy6OP13WzFBiCSmoo8eSUsriwDzBfCFhSXFB9GzQ2lbAUH4GjSilfSyldc2QWwF4QtqMLLYzllZ8RTT2cdW+EBqK2vu55ysxLJx8uJLbMA9oSwBVUFB3pSaWE6DfS3sRUggNKkFa3KizPlFa64MgqgBIQtOERsVCDVVRWwlSGAUhpqiig+JpgtkwBKQtiCw7g6L6K05Chqb6lkK0YAe+lsq5ZXsJJWsuLKIoDSELbgcH4+LpSfk0yrehvZihJgrvpXNlNhXioF+LmxZQ9ALQhbEEZEqA9VlmbTpoEutuIEmClpZarq8lyKCvdjyxqA2hC2IJzEuFBqqithK1GA6bQ0lMkrU3FlC8BRELYgJE/3ZZSVHkfdHTVshQowXm9XnbwSlbQiFVemABwJYQtCCwrwoOKCNFq7upWtYAGkFadKizIoJMiLLUMAIkDYgibERAZQbWU+W9mCcdVXF8orTnFlBkAkCFvQDJcVCyk1KZLamirYiheMo6OlSl5hys15MVtWAESDsAXN8fV2przsRFrZ3cBWxKBfq/uaqCA3mfx9XNmyASAqhC1oljQRRlpVqK25AgyguiJPfiabKwsAokPYAgAAKAxhCwAAoDCELQAAgMIQtgAAAApD2AIAACgMYQsAAKAwhC0AAIDCELYAAACK+oj+H1uATMgBRYWEAAAAAElFTkSuQmCC\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52334,"title":"ICFP2021 Hole-In-Wall: Figure Validation with Segment Crossing and Segment on Wall Checks","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the complete Figure validation defined in the Specification when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.   4) Pathological cases of Segments crossing Wall region between Hole Vertices or from figure vertices on Hole edges is not allowed.\r\nValid=check_figureSP(hxy, pxy, mseg, epsilon, npxy)  \r\nCrossing Segments appears in Cody 1720 but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 690px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 345px; transform-origin: 407px 345px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 237px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 118.5px; text-align: left; transform-origin: 384px 118.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 238px;height: 237px\" 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\" data-image-state=\"image-loaded\" width=\"238\" height=\"237\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 231.083px 7.91667px; transform-origin: 231.083px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 113.25px 7.91667px; transform-origin: 113.25px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 105px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 52.5px; text-align: left; transform-origin: 384px 52.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.05px 7.91667px; transform-origin: 381.05px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.   4) Pathological cases of Segments crossing Wall region between Hole Vertices or from figure vertices on Hole edges is not allowed.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 175.333px 7.91667px; transform-origin: 175.333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eValid=check_figureSP(hxy, pxy, mseg, epsilon, npxy)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 97.65px 7.91667px; transform-origin: 97.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eCrossing Segments appears in \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/1720\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eCody 1720\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 242.167px 7.91667px; transform-origin: 242.167px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function valid=check_figureSP(hxy,pxy,mseg,epsilon,npxy)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% npxy is figure final vertices used for scoring and Validation\r\n valid=0;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,size(mseg,1),1);\r\n %hplot3(hxy,npxy,mseg,size(mseg,1),3,segMM);\r\n \r\n%Confirm all final vertices of npxy are in hxy polygon\r\n[in] = inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n%check if all vertices are in\r\n\r\n%Confirm all segments are of valid length squared\r\n for i=1:nseg\r\n  nsegL2=0; %calc length squared of segment\r\n  %Check if nsegL2\u003cMin or nsegL2\u003eMax  Min=msegMM(i,1) and Max=msegMM(i,2)\r\n end\r\n \r\n%Confirm all figure segments do not cross hole segments\r\n%Segment/Hole Vertices may touch other vertices and segments\r\n%Intersecting Segments was addressed in Cody 1720\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%A Robust/Fast solution for 1720 was created on 7/18/21 of size 117\r\n \r\n valid=check_intersecting_segments(hxy,mseg,nseg,npxy);\r\n if valid==0,return;end\r\n \r\n valid=check_segments_inpoly(hxy,mseg,npxy);\r\nend % check_figureSP\r\n\r\nfunction valid=check_segments_inpoly(hxy,mseg,npxy)\r\n%Verify whole of segments are within the hole\r\n%Method: Test point along segment at distance \u003c=0.5 from segment start point\r\n valid=0;\r\n dpxy=[]; % start point for each segment\r\n %intra-segment create a point a small delta from starting point; \r\n %mid-point not sufficient\r\n dxdy=[];\r\n dxdyabsmax=[];  % Note: max has a new form of max(m,[],2) to get row max values\r\n dpxy=dpxy+dxdy./dxdyabsmax;\r\n \r\n [in] = inpolygon(dpxy(:,1),dpxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n if nnz(in==0),return;end  %nnz is fastest check of a vector all condition\r\n \r\n valid=1;\r\nend %check_segments_inpoly\r\n\r\nfunction valid=check_intersecting_segments(hxy,mseg,nseg,npxy)\r\n%Confirm no figure segments cross hole segments; \r\n % Allowed: \r\n % a) Overlaying segments. \r\n % b) Segments touching hole vertices.\r\n % c) Figure vertices touching hole segments\r\n \r\n valid=0;\r\n nhxy=size(hxy,1)-1;\r\n \r\n for i=1:nseg\r\n  A=[]; % npxy points defined by mseg   A=[a1 a2;a3 a4]\r\n  for j=1:nhxy  %1-2,2-3, end-1 to end  thus why nhxy is 1 less than rows\r\n   B=[]; % hxy points    B=[b1 b2;b3 b4]\r\n   if intersecting(A,B), return;end % intersect detected thus fail\r\n  end\r\n end\r\n \r\n valid=1;\r\nend % check_intersecting_segments\r\n\r\nfunction tf=intersecting(A,B) %\r\n%Correct full solution requires two cross product checks which can be implemented using det\r\n%Segment A [A1;A2],  Segment B [B1;B2]\r\n% Points A1=[a1,a2] A2=[a3,a4] B1=[b1 b2] B2=[b3 b4]  All data in z=0 plane\r\n%p0= B2A1 x B2B1 is det([B2A1;B2B1]) where B2A1 = B2-A1= [b3-a1 b4-a2], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p1= B2A2 x B2B1 is det([B2A2;B2B1]) where B2A2 = B2-A2= [b3-a3 b4-a4], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p2= A2B1 x A2A1 is det([A2B1;A2A1]) where A2B1 = A2-B1= [a3-b1 a4-b2], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%p3= A2B2 x A2A1 is det([A2B2;A2A1]) where A2B2 = A2-B2= [a3-b3 a4-b4], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%visualization https://www.desmos.com/calculator/0wr2rfkjbk\r\n%source https://stackoverflow.com/questions/3838329/how-can-i-check-if-two-segments-intersect\r\n% by BenMan95 in ghastly Python not using det or matlab array vectors\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%  Robust Fast solution of size 117 created on 7/18/21 for 1720\r\n%\r\n% Both cross product pair multiplications must be negative for an intersection to occur\r\n% p0p1\u003c0 \u0026\u0026 p2p3\u003c0 for non-endpoint segments intersection. For End point intersection change \u003c to \u003c=\r\n\r\ntf=0;\r\nend % intersecting\r\n\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=0; % sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2)\r\n  delta=0; % epsilon*Lseg/1000000 and a little tweak\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n%These routines can be used to visualize the data\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n%","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=pxy;\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0+10\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0.001    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0; %non-integer npxy\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16+1    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[15     0\r\n    35    20\r\n    20    44\r\n     0    24\r\n    15     0];\r\npxy=[0    20\r\n    20     0\r\n    20    40\r\n    40    20\r\n    49    45];\r\nmseg=[1     2\r\n     1     3\r\n     2     4\r\n     3     4\r\n     3     5\r\n     4     5];\r\nepsilon=1250;\r\nnpxy=[20    44\r\n     0    24\r\n    35    20\r\n    15     0\r\n     6    25];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n\r\n%%\r\n% Problem 6 shifted up7,left10, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[26    79\r\n    26   134\r\n    26   149\r\n    31   149\r\n    36   124\r\n    41    49\r\n    46   109\r\n    46   134\r\n    56   109\r\n    61    74\r\n    61    89\r\n    61   124\r\n    61   149\r\n    76    74\r\n    76    89\r\n    76   124\r\n    76   134\r\n    76   149\r\n    81   109\r\n    86    29\r\n    91   109\r\n    96    74\r\n    96    89\r\n    96   124\r\n    96   134\r\n    96   149\r\n   111    74\r\n   111    89\r\n   111   124\r\n   111   149\r\n   116   109\r\n   126   109\r\n   126   134\r\n   131    49\r\n   136   124\r\n   141   149\r\n   146    79\r\n   146   134\r\n   146   149];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\n%problem 6 with rotate/shift, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[53   156\r\n   108   156\r\n   123   156\r\n   123   151\r\n    98   146\r\n    23   141\r\n    83   136\r\n   108   136\r\n    83   126\r\n    48   121\r\n    63   121\r\n    98   121\r\n   123   121\r\n    48   106\r\n    63   106\r\n    98   106\r\n   108   106\r\n   123   106\r\n    83   101\r\n     3    96\r\n    83    91\r\n    48    86\r\n    63    86\r\n    98    86\r\n   108    86\r\n   123    86\r\n    48    71\r\n    63    71\r\n    98    71\r\n   123    71\r\n    83    66\r\n    83    56\r\n   108    56\r\n    23    51\r\n    98    46\r\n   123    41\r\n    53    36\r\n   108    36\r\n   123    36];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nepsilon=100000; %vertext to vertex across wall\r\nhxy=[0 0;0 2;2 2;1 1;2 0;0 0];\r\npxy=[0 0;0 2;2 2;2 0];\r\nmseg=[1 2;2 3;3 4;4 1];\r\nnpxy=[0 0;0 2;2 2;2 0];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nepsilon=100000; % mid seg connects across wall\r\nhxy=[0 0;0 4;4 4;2 2;4 0;0 0];\r\npxy=[0 0;0 4;3 3;3 1];\r\nmseg=[1 2;2 3;3 4;4 1];\r\nnpxy=[0 0;0 4;3 3;3 1];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nepsilon=100000; %mid seg intersect node\r\nhxy=[0 0;0 4;4 4;1 2;4 2;1 1;4 0;0 0];\r\npxy=[0 0;0 4;4 4;4 0];\r\nmseg=[1 2;2 3;3 4;4 1];\r\nnpxy=[0 0;0 4;4 4;4 0];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-19T18:59:14.000Z","updated_at":"2021-07-19T19:33:01.000Z","published_at":"2021-07-19T19:33:01.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"237\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"238\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.   4) Pathological cases of Segments crossing Wall region between Hole Vertices or from figure vertices on Hole edges is not allowed.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eValid=check_figureSP(hxy, pxy, mseg, epsilon, npxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCrossing Segments appears in \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/1720\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eCody 1720\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52318,"title":"ICFP2021 Hole-In-Wall: Figure Validation","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the Figure validation defined in the Specification when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.  \r\nValid=check_figure(hxy, pxy, mseg, epsilon, npxy)  \r\nRqmt of Segments crossing hole edges will follow. Convex holes do not require Segment Crossing validation.\r\nThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 633px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 316.5px; transform-origin: 407px 316.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 234px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 117px; text-align: left; transform-origin: 384px 117px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 231px;height: 234px\" 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\" data-image-state=\"image-loaded\" width=\"231\" height=\"234\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 200.733px 7.91667px; transform-origin: 200.733px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the Figure validation defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 138.367px 7.91667px; transform-origin: 138.367px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.05px 7.91667px; transform-origin: 381.05px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 166px 7.91667px; transform-origin: 166px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eValid=check_figure(hxy, pxy, mseg, epsilon, npxy)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 337.667px 7.91667px; transform-origin: 337.667px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eRqmt of Segments crossing hole edges will follow. Convex holes do not require Segment Crossing validation.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 307.7px 7.91667px; transform-origin: 307.7px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function valid=check_figure(hxy,pxy,mseg,epsilon,npxy)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% npxy is figure final vertices used for scoring and Validation\r\n valid=0;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,size(mseg,1),1);\r\n %hplot3(hxy,npxy,mseg,size(mseg,1),3,segMM);\r\n \r\n%Confirm all final vertices of npxy are in hxy polygon\r\n[in] = inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n%check if all vertices are in\r\n\r\n%Confirm all segments are of valid length squared\r\n for i=1:nseg\r\n  nsegL2=0; %calc length squared of segment\r\n  %Check if nsegL2\u003cMin or nsegL2\u003eMax  Min=msegMM(i,1) and Max=msegMM(i,2)\r\n end\r\n  \r\n valid=1;\r\nend % check_figure\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=0; % sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2)\r\n  delta=0; % epsilon*Lseg/1000000 and a little tweak\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n%These routines can be used to visualize the data\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=pxy;\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0+10\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0.001    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0; %non-integer npxy\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16+1    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[15     0\r\n    35    20\r\n    20    44\r\n     0    24\r\n    15     0];\r\npxy=[0    20\r\n    20     0\r\n    20    40\r\n    40    20\r\n    49    45];\r\nmseg=[1     2\r\n     1     3\r\n     2     4\r\n     3     4\r\n     3     5\r\n     4     5];\r\nepsilon=1250;\r\nnpxy=[20    44\r\n     0    24\r\n    35    20\r\n    15     0\r\n     6    25];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-17T22:30:20.000Z","updated_at":"2021-07-18T23:33:20.000Z","published_at":"2021-07-18T01:35:23.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"234\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"231\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the Figure validation defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eValid=check_figure(hxy, pxy, mseg, epsilon, npxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eRqmt of Segments crossing hole edges will follow. Convex holes do not require Segment Crossing validation.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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Hole-In-Wall: Solve Score=0, where number Hole Vertices = Figure Vertices","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to solve ICFP problems 11, 13, 16, 17, 18, and 23 according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_nPeqnH(hxy, pxy, mseg, epsilon)  \r\nThis challenge set all have optimal Scores of zero. The npxy vertices set must be a permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH.\r\nThe function template includes routines to read ICFP problem files and to write ICFP solution files.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 745px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 372.5px; transform-origin: 407px 372.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 295px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 147.5px; text-align: left; transform-origin: 384px 147.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 223px;height: 295px\" 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\" data-image-state=\"image-loaded\" width=\"223\" height=\"295\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 263.2px 7.91667px; transform-origin: 263.2px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 11, 13, 16, 17, 18, and 23 according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 66.1333px 7.91667px; transform-origin: 66.1333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 7.91667px; transform-origin: 384px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250.1px 7.91667px; transform-origin: 250.1px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 151.6px 7.91667px; transform-origin: 151.6px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_nPeqnH(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367.567px 7.91667px; transform-origin: 367.567px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must be a permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303.4px 7.91667px; transform-origin: 303.4px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% Output: npxy is figure final vertices\r\n nseg=size(mseg,1);\r\n %hplot(hxy,pxy,mseg,nseg,1);\r\n \r\n npxy=hxy(1:end-1,:);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n %hplot3(hxy,npxy,mseg,nseg,3,segMM);\r\n \r\nend % Solve_nPeqnH(hxy,pxy,mseg,epsilon)\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n\r\n%These routines can be used to read ICFP problems, write ICFP text file, and visualize the data\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  fid=fopen([num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n% function write_submission(npxy,pid)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission\r\n%  fprintf('{\"vertices\": [');\r\n%  fprintf(fid,'{\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end\r\n\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3","test_suite":"%%\r\n% ICFP Problem Id 11\r\nepsilon=0;\r\nhxy=[10 0;10 10;0 10;10 0];\r\npxy=[0 0;10 0;10 10];\r\nmseg=[1 2;2 3;3 1];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 13\r\nepsilon=2494;\r\nhxy=[20 0;40 20;20 40;0 20;20 0];\r\npxy=[15 21;34 0;0 45;19 24];\r\nmseg=[1 2;1 3;2 4;3 4];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 16\r\nepsilon=8897;\r\nhxy=[0 7;22 0;36 19;22 38;0 31;0 7];\r\npxy=[8 6;26 22;21 25;19 0;0 14];\r\nmseg=[1 2;1 3;2 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 17\r\nepsilon=11966;\r\nhxy=[0 31;18 0;48 18;30 48;0 65;0 31];\r\npxy=[27 36;0 57;28 0;32 70;29 35];\r\nmseg=[1 2;1 3;1 4;2 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 18\r\nepsilon=6731;\r\nhxy=[34 0;17 30;10 62;13 30;0 0;34 0];\r\npxy=[0 0;0 34;17 62;30 17;45 46];\r\nmseg=[1 2;1 4;2 3;2 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 22\r\nepsilon=30202;\r\nhxy=[30 0;64 1;94 18;64 35;29 35;0 18;30 0];\r\npxy=[29 67;32 34;0 47;32 34;26 0;0 22];\r\nmseg=[1 2;1 3;2 3;2 5;3 4;4 5;4 6;5 6];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 23\r\nepsilon=8317;\r\nhxy=[0 0;30 17;60 41;41 72;10 69;0 34;0 0];\r\npxy=[0 0;0 34;10 69;30 17;39 80;54 47];\r\nmseg=[1 2;1 4;2 3;2 4;3 5;4 6;5 6];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":"2021-07-20T23:17:27.000Z","rescore_all_solutions":true,"group_id":1,"created_at":"2021-07-20T13:12:58.000Z","updated_at":"2021-07-20T23:17:27.000Z","published_at":"2021-07-20T14:53:37.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"295\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"223\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 11, 13, 16, 17, 18, and 23 according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_nPeqnH(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must be a permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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eU09hRA2C/JfIHg+9fkU1+l2nprKrtjx2pcXLo+cAK4EpJ5RtltgICwqkyDz8sG9dNhOeVTlq6cJpnpSXUb4n8weDz0rtHe9jxKH8bFusCuP+TrAevgdfOsNuVJsoGBQSFE+3Z+TM8p3TSsEE9YX8l8heDz0t8bBOZN2sC7HyUv03rxsmRf+4R+Utdr1tyX78CeUJpoxxRQFg4iV7RZvP6YfCcut1c1R+TE5vB/krkLwafjyED+aSdv/bs+vG/AX2m8rVy8clr57eqykDFKyicaO/ur+E5dbt+vTvBfkoUCAafD13J+Z/F02EnpDPTRWX1YszqQuU0RKmmgOtp2IXKV8o0xbd9hzhx4gLZuNZ9NSLzoufcm0f/BfspUSAYfMCYkf1hR6Qz0/NU6iJhx5R2ytMKuK6G3aT8oaxW0H5sbu/uuvDcutG6VfOlW+dWsH8SBYrBB3Rsl+LpeKhDEnb40BNwMM9hsxKl3KmA62vYw0qKkqGg/dhU5uH7+V7fv8aPGQT7JpEZGHxnoFeJQB2Sctu2uZ1kZxeFgzk0T/leKaWA62zYa0ofBe3DpnZsTYLn2E2WLZ4h7du0gP2SyAwMvjPo2a0t7JSU2/69NeEgnq+RSg3lLAVcb0POUT5VJiloHzaTsb8aPMduMmJIL9gniczC4DuD2Ji/Zc6McbBjUk5HMsvDQdywLsrzCrjmhl2r/Kr8o6B92MTRo7fI+jVz4Xl2g/lzJklqUgzsk0RmYfDlYVD/rrBz0n90YdXs7GJwEC+QHUqscq8Crr1h9ysJym4F7ccGtm3qDM+1Gwzo2xn2RSIzMfjyoP/luWThVNhB6aRdO/6Gg7ffFis/K1cp4B4w7EWlu4L2YXF7djaA59rpZkwZLXHNG8O+SGQmBl8+Rg3vCzspnZSx7104eAdsvFJTKaqAe8GQwooNC+AezKgCz7XT9ejaBvZBIrMx+PLRvk2SpyQK6qi0wDMnpS5O8PRUXlHA/WBYacVGBXCzjl0Nz7WTTRw3WCIb/w77IJHZGHwGpI8fCjur662ZK8ezSsHB21R7lRZKRQXcF4bpArgxyjYF7cciTpw4TzauTcfn3IFWLJ0lHdslw75HFAwMPgO6d2kNO6zbbd4wBA7cQbNC+V25XgH3h2E2KIC7dVMPeM6daOSwPrDfEQULg8+AmGZ/yqxpY2CndbPtW1rBQTvoJiufK+cr4D4x7D3FogVwd26LhefcaRbOS/esj4v6HVGwMPgM0o9Zo47rZrp6uLow4dNPeUMB94phpwrgzlHQPsJkz6768Jw7jX5lCPU3omBi8Bmka4Itms/V873pwVldmPA6pLRUHlXAPWOYxQrg7tvzJTznTqJ/RUmIawr7G1EwMfgKYMTQ3rADu9W+PV/BQTss1ipmFMB9UrFAAdz9+z6E59xJenVvB/sZUbAx+AqgbatEWbVsNuzEbrR/70dw0A6rGYpZBXAHKWgfIXBg/1vwnDtF+oSh0qzpH7CfEQUbg6+AJowdDDuyGx3MeBUO2pZgRgHci5QwFcDV5xadcyfQ/3js3CEV9i+iUGDwFVDXTq1gZ3ajA/vfhoO2ZZhZALeREsICuAcPvAjPuROMGdEP9i2iUGHwFVCzyD88awqiDu02+/d+DAdty9mkRCpmFcA9oKD9mOjA/qrwnNvd4gVTpHVaPOxbRKHC4PNDv94dYad2m72768BB27JOFcC9XAH3l2EhKICr50/RObe7IQO7wz5FFEoMPj8kxkfKgrmTYMd2kz27foKDtuWZVQC3thKkArj6iVl0zu1M17dskRAF+xRRKDH4/DRscE/Yud1k1/YmcNC2jc6KGQVwf1OWKWgffnJiaaI+PTvAvkQUagw+P+l5ihVLZ8IO7hbbt7SFg7atnCqAW14B95xhJhfA3bE1AZ5zu5oyabjERP0J+xJRqDH4AjBu9EDYyd1i8/rhcNC2JbMK4L6kmFAAd8vGPvCc25Eu69W1U0vYh4jCgcEXgM4d0mBHd5OsrNJw4LatcYpZBXDHKmgf+Thx4iLZuNY5lf/HjhoA+w9RuDD4AhDZ5HeZlj4Sdna3OHrkdjh4214YC+AeO3Y9PNd2tHTRNM+KR6j/EIULgy9AfXq2hx3eLfbv/RAO3o5gVgHce5QCFMB10nJl+iEw1G+IwonBF6D42CYyb9YE2OndYOf2ZnDwdpTlyv8UswrgZitoP//avaMhPNd2o/tFcoto2G+IwonBZwL9Ui7q+G6gq7CfOHEhHMAd51QB3PMUcH8almcB3LNl6yZnvCrTr3cn2F+Iwo3BZwJdQXrZ4umw87vBkSPlwADuYGYVwP1W8SmAqx8WQufYbqZNHimx0X/D/kIUbgw+k4wZ2R8OAG6wd/c3OQZvV9AFcNMUswrgblRUu/v31oLn2E7WrZov3bu0hv2EyAoYfCbp2C7F0+HRQOB0+qe5E8cvzh0ObnCqAO7NCrhnDXsyQrLbnC071tn/FZnxYwbBPkJkFQw+E02ZOBwOBG6gy+ioi+ReJhXAPfRiJdnRKhGeYztYtmSGtG+TBPsHkVUw+EzUq3tbOBi4wc5tMTgQ3Gaw8o4C7l+jTlxwvmTUqCbb+naB59rKRgztDfsGkZUw+EwUG/O3zJkxHg4ITrdx3UTJPPwQDgO3OVUA9ykF3MdGZV13jez75kvZPGEoPOdWs2DOJElNbg77BpGVMPhMNqh/VzgouMGuHX/iIHArkwrgHrnvHtn912+yYdE0eN6tYoD6hor6BJHVMPhMlpoUI0sWOmedxYLYsGaWHDr4DA4BN5urfKcEWAD3cKWnZaf6RoXOfbjNmDpa4ps3hn2CyGoYfEEwanhfODi4gZ7ry84ujAPA7U4VwAX3tlHZxYvLgWpvybYe1loqr2e3trAvEFkRgy8I9FNtuhQLGiDc4GDGK3jgp5NMKICbVaa07PvqU9ligdJYE8cN8SzYjvoCkRUx+IIkfbw9HkgIhu1bU92zjJm/dqhvb80LSdZdZdT/VP/bT0fL3Sl7fv9JNs5Nh9ci2FYsnSUd2yXDPkBkVQy+IOnetQ0cKNwiY381PODTaQczqsiWEf1k/+c15fgVpdT/pf5/Px1+6jHZmRAFr0Uw6Z/10f1PZGUMviCJafanzJo2Fg4WbqCrsx8/XhIO+KS+7Z0417PA96nztV39Q+lA1dcku0gR9Z/V3/ghu3BhOfhWFdnepXWOaxEsi+ZNlpapsfD+J7IyBl8QDejbGQ4YbrFzW7RkZV0JB34308u77drxFz5nic3k8NOPqz9Tf+un46Uuk/2ffSxbhgX3IatB/bvB+57I6hh8QZSsBrFF8yfDQcNfG9bMlC0b+8qObfGyd9d3cmB/VTl44CXJzKzgkXXsas8K/7pigv7fhw8+JQczXpV9u+vIzu1RsnVTd9m41txjysuenT9LdnZRGAButXd3PXiuTtmovkntafizHL37LvXnahs/Hb3tFtnb4HvZNGMc3E8g9K8ZiXFN4X1PZHUMviDTSzihgcOoTetHy46t8bJvT23JPPSI+rZQAg6mBXX0yO2e0NRFT7duDG79N33s6BjcKGPf+7J+jbEnfjePGST76tSWrKsCewAm89GHZFdMY1lv4iLqvXu0g/c7kR0w+IKsbatEWbVsNhw8zmTj2nRPZfMDGa/L8awr4ABqtszDD6pvIt+qEOwFjykQG9dOUZ/lTbhfNzl04AX1D5lR8BzlZVvPDnKgelXJPvcc1Yxqy08Hq7wk29unwH0URPqEYdIs8g94vxPZAYMvBCaOHQwHEF+b1o2V/XtrqrArBQfOkMgu5Pl5dNsWcxfc3rxhkBw+9CTepwscyawgWzd1g+fGqJ2psXLo+WdUc6pNP5245GLJqFlDtg7qAfeRn1XL5kjnDqnwPieyCwZfCHTt1AoOIqfoUNi35ws5duw6OGiGy6EDlWXHVvNK5OhvO2580lM/wannZdE5KagNi6fL7r//J0cqlFdNq/b9dKzsjbL3x7qyaUrBvoGOGdkP3uNEdsLgCwH9s9CMKaNzDSKb1o2RPbu+98y3qQ9oSXrQPrD/Tdm+xZz3Erdt7uD5Ron25USZh+9X/3hIguciEJsnDpN9334lWddfq3aj9uWnzAfvl93q/tzwT/4/xy9ZMFVat4yH9ziRnTD4QqRf746nB5ANa6fJ7p2/ewZF9cFs4fjxyyRj3weep0K9B0N/bN4wWIXpW3A/TnJQfWPeusm/nxSN2tqvq2R88K6cuPACtUu1Xz8ZKYA7ZGB3eG8T2Q2DL0RaxEfKgrmTZNumznL0qPqsYKC0A/0N0PM4vsEnE89k49qpsm/PZ5KdXRzux+4y9tXwfKNHnz0YdrRuIYdeel7tWu3fTycuuMBTAHcrKIA7Z8Y4SUqIgvc2kd0w+EJo4riakpVVBg6UdnMw4zXZsrFfrgGyoPbsbOB57xDtw46OH7/U83Ts+tXmvTpg1IZlc2RXZCPJfOh+dSjqePz0XwHcYafb7tuzA7ynieyIwRcCkU3qS3zcY9K/fxHJzFSfBQyYdnT40KOyfUveD+4YoUsZHT1yF9yHnehv8ru2N4afMZQ2TR0te+vXk2M336QOSx2bn04VwJ0+sr9nCT50bxPZEYMvyJpFfimJCeWlZcsIj2XL1GcBg6ZdHT16qxrsm8ABuCD0qxz6hXr9OgXaj6WpY9ar4+j1SdFnC5etg3tKRq0acvzSS9RhquP000YVgP2qV4X3N5EdMfiCKKbZB5LUouzp0NNG6mKkaPC0Mf2Kgl4+DQ2+BaW/QeoX9+0w96cL7h488Irs2Br4S+HBtL1Dqhx87WV1yOq4/XSsSBGZd/+90vnTD+G9TmQnDL4giY76SNJSz80RelqrVhGyfr36PGAgtTv9jS3Qh15O0WuRHjrwPNyPFRw6+LRnEW507Fa1q3ljyXzsYXX46jP4ad/FJWTKU49Jy2+/hPc9kR0w+IIgJvodSU25NFfonZKerj4PGEydYP/eD+Gg6595np9RDx96DO4rHPTSbrt2NPIsFo6P2do2zRwve375QY7efqv6OOoz+WnLVaVl1MvPS9xv9px3J3dj8JksOqqWJCddCwPvlC5dImTnTvWZwMBqf2d5XspHg24gdmxtob5lPSfZ2cXAPoPs32Xc9LdQs77RhtuW4X1l/2e6AO7l6iOqz+inVbeUlQHvvAH7ApFVMfhMFNW0nrRIvAOGna/Zs9VnQoOsA+iX3XdtbwoH3EBtXDfR8wqELrkUzBDUbet97NlV37NPdCxO8F8B3MLqY6vP7ocTZ58tC+67W7rVqgH7BZHVMPhMEtn4V0mIfwCGHNK3b4QcPKg+Fxh0neDokVtl+5bgVgLXPzfqxbT37fnc8xNkIIt76zqGuuyTbku3adefMv1lRgHcAxdeINMef1ja1P0M9hEiq2DwmSQu9mkYcHlZulR9LjAIO4V+z2/Lxv5woA0W70K9usr57p2/ecLMm/7/9H/TP59u2TDAMT9fBkoXwN39+0+y68br1eVT19BP2668QsZWfk4SG3wH+wpRuDH4TBAb8yp8gjM/w4frn9TUZwOh4RR6hZeNayfBgZasZ8KYQZ4nNic/9ZjnCU7UD41ac9MNMvitKrDPEIUTgy9AUU2+lbS0ojDYjFi7Vn02EBhO4lnbEwyyZC3Ll8yQ9m2STt/bnWt/JHMfuE+OFS2iLqO6ln5afM9d0vOj6jn6DVE4MfgCVJB5PWTCBPXZQFg4SdaxawIuwkrBN2Job3iP961eVfXPwF5/OHTeuTLzkQel3Vefwn0QhRKDLwAxzd7z6ydObx07Rsj27erzgcBwkox978PBlqxhwZxJkpbcHN7nWkzDn2VElRdl47VXq8uprqmfdl5+mYyv9LQk1a8H90MUCgy+ACQm3A3DrKBmzlSfD4SFk+iqBWYsaE3BMbBvF3iP+0r54WuZ9OyTsrvkpeqyqmvrp/U3XCdD33hFmv35C9wPUTAx+PzUPPotSUsrBIOsoHr3Vt+IMtRnBIHhJHoNTjToUnjNmDpa4ps3gff5mXT8oqbMfuh+ySxeXF1adX39tPSu26V3jXfgPoiChcHnh8jGDaRF4q0wxPy1aJH6jCAsnES/FL5jWxwcfCl8enZrC+9zI3rXqOYJL9RfjTqiwnP2g/dLx89rwn0QmY3B54fYmFdgeAViyBD9c6D6nCAwnEQvO7ZhzRw4AFPoTRo3RCKbNIT3uVH650r9s+W6G65Tl1hdZz/tvvQSz8+oqT98DfdDZBYGX4H9JqkpF8PwCtTq1epzgrBwGs+al2AQptBa+c8s6dguBdzj/kn66RsZ//zTsrPUZeoyq2vtJ/0AjX6QJqbhT3A/RIFi8BVQ85g3YWiZYdw49TlBUDiNLjeEBmIKrVHD+8J7PFD6lYUZjzwoh847T11udc39pF+hYAFcCgYGXwF5V1M3W/v2EbJli/qsICyc5MSJC/leX5gtmjdZWqXGwXvcLD0+qu55eR31ZaM8BXAfuFc612YBXDIPg68AmkV+KampF8LQMsu0aeqzgrBwmr27v4YDMoXG4P7d4D0eDIOqviZryt6gLru69n5iAVwyE4OvAGJjXoZhZaaePVUn36c+LwgLJzl27Ho4IFPwzZo+VhLjIuE9HiwJv3znWbhaL2CN+rZR+0tcKLMersgCuBQQBl8BtEi8E4aV2RYsUJ8XhIXT8OfO8Ojdoz28v0NB9+EZjz7kqeGH+rhRevuBb78G90GUHwafQZFN6ktqyiUwqMw2aFCEHD2qPjMICyfR5YHQwEzBM3nCMGkW+Qe8x0Mp7buvZNmdt6nbQN0LAdALaaP2ifLC4DMoplkNGFLBsmKF+swgLJzkQMYbcHCm4Fi9fI507pAG7+9w6frJB7LtylLqdlD3hB8Onn8+bJcoLww+g+Jin4UBFSxjxqjPDMLCSbKySsMBmoJjzMj+8N4ONz1fN+rlF2RrmSvVbaHujQLS3x5Ru0RnwuAzyKwFqY1q2zZCNm1SnxsEhpNs3jAUDtJkriULpkqblgnw3g63Uyu/bLjuGnVLqPuigPTYgdolOhMGn0FJSdfCgAqmKVPU5wZh4STbt7SGAzWZa8jAHvC+Dre2dWrL+uuvVbeCuh8CoNtB7RMhDD6DUlNLwHAKpm7dImT3bvXZQWA4xa4djeBATeaZM3O8JCVEwfs6XBIbfCsL771b3QLqPjDBovLl4H6IEAafAVFN68JgCoV589RnB4HhFPv2fAYHazJP314d4X0dDtGNGsjE556Uo0WLqsuv7gGTHC9USPq+9zbcJ5EvBp8B0VE1YSiFwoABEZKZqT4/CA0nOJjxKhysyRxTJ42QmGZ/wvs6lJo3/MmUCu55WVruDrhvIl8MPgNimr2fK5BCadky9flBaDjBoYNPwwGbArd25Tzp2qklvKdDSS80baR/5yWrSBH4//vqX+1NeAxE3hh8BjSPrgoDKVRGjlSfH4SGE2QerggHbQrcuNED4f0cKp0//VDm3X+vZ6Fp1J+N0gtdj36pkuwvcRH8796W3XGrRP35KzweolMYfAbExlSBgRQqrVpFyIYN6hyA4LC7o0fuhIM2BeafRdOlXetEeD8Hm15IWi8orReWRv3YqDVlb/QscH2q3emPPQT/zpf3NkQIg8+AcAeflp6uzgEIDrvjS+zBMXxwL3gvB9PJF9Gfly1XlVaXVl1fP+mFrMe++JxnYWvv9tt/+YnsufQSuI23lbeWlZiGP+fYlsgbg8+A2OYvwTAKpS5dImTnTnUeQHjY2dGjt8CBm/w3b/ZESWkRDe/lYBnwzhuy6pay6pKq6+qnjAsvkGmPPyKt634O96FNefJRuK0v/UI82p5IY/AZ0DzmDRhGoTZ7tjoPIDzs7EjmvXDwJv/179MJ3sfB0K1WDVlw3z0BVVvQryLoNnRbaB/e2nz9mey8vCRsx5v+mZSli+hMGHwGxES/C4Mo1Pr2jZBDh9S5AAFiV4cPPQYHb/LP9MmjJDbmb3gfm6lN3c/Ut7OH5YD6lob6qlH6Z8kB1d6A+ziT9GeegG350q9PoO2JGHwGREd9CIMoHJYuVecCBIhdHTrwAhzAyT/du7SG97BZEhuYU1B281VlPAtT+/OtrNU3X8p2AxUd1t9wnSSo40VtkLsx+AxoFvklDKFwGD48QrKz1fkAIWJHGfurwQGcCm7C2EHw/jXL4KpVZM1NN6jLpq6dn/STnpOfeszz5Cfah1ETKj0N2/elwxVtT+7G4DNAF6FNSysOgygc1q5V5wOEiB3t2fUDHMSpYJYvmSkd2ibB+zdQPT6q7nmXDvVJo44VLSLzHrjXtMKxqd/XMfT0qF4pJumnerANci8Gn0HJyaVgCIXDhAnqfIAQsaOd22LhQE4FM2Job3jfBqLdV5/KzEcelEPnnasulbpeflp++63St3pVuI9A6J9c0f586b9D25N7MfgMSkq8BYZQOHTqFCHbt6tzAoLEbrZu6gEHcjJuwdxJkpbcHN63/kiqX0/GV3padl5+mbpE6jr5SX/b0g+YBOudOn2cRtb+1N8MU3/4GrZB7sTgMygh4X4YQuEyc6Y6JyBI7CQ7u5isXzMXDuZk3MB+XeA9W1CnCsLqh0JQ/zNqd8lLZdKzT0pKCMJGvzCPjsGXnhNE25M7MfgMio15DQZQuPTuHSEZGeq8gECxC77KELiZU0dLfGwTeM8WRO8a78jSu25Xl0VdGz9lFi8usx+8Xzp+URPuIxj0U5tGglo/BRroAzXkHAw+g/STnWlpRWAIhcuiReq8gECxC9biC1zPbm3h/WpUx89resLqiAot1OeM0qHZu0Y1uI9g0z+nomPyNemZJ+D25D4MvgJITroWBlC4DB0aIcePq3MDQsUOdmxNhIM5GTNp/BCJatIQ3qv50XNe+ufI3SXzX/syL+vUty3986j+mRTtJxT0u4Bryub/moWes9Qv3qM2yF0YfAWQEP8QDKBwWr1anRsQKlan5/c2rJkJB3TK38p/Zkmn9inwPs1LjEkFYXeWukzGP/+0JP30DdxPqOnwRcfpS6/1ibYnd2HwFUBMdDUYPuE0bpw6NyBYrO5AxutwQCdjRg3vC+/RvJwsCHurOv3qGvjp0HnnyYxHHvS86oD2ES76yVG9/Bk6Zm+6ukP7rz6BbZB7MPgKILLxL5JksZ8727ePkC1b1PkB4WJlO7c3gwM65W/R/MnSKjUO3qNI59ofel4eN6MgrH6ZHe3DCnQdPnTcvqY/9jDcntyDwVdAcbFPwQAKp+nT1fkB4WJVR4/cIRvXpsNBnfI3eEA3eG/6Mq8g7A0y2AbFXXXldV2BHX0Gb7qSe6fPP4ZtkDsw+Aooquk30jLtbBhA4dKzZ4Ts26fOEQgZK9q/tyYc0Cl/s6ePlcT4SHhvnnKyIOwL5hSErfycrRZ67l/tTfhZfM18uCLcntyBweeHhPiKMIDCacECdY5AyFjNsWPXc7WWAPTu0R7ek6fogrArTSkI+7C0yaMgrJUtLXcH/FzeDlxwvnT59EO4PTkfg88P0VG1JDXlEhhA4TJokK5mrs4TCBsr2bfnSzigU/4mTxwm0ZGN4D15uiBsIf8Lwp4oQEFYK+v73tue4rboM3qbU7EC3J6cj8Hnp/i4x2EAhdPKleo8gbCxiqNH7pTNG4bAQZ3ytnr5HOnSMS3XfXiqIKz+lob6jFH6W2JBC8Ja2aLy5eDn9Hb43HOke8334fbkbAw+P+mVXJKTr4QBFC5jxqjzBALHKvbsqg8HdcrfmJH9c9x/et7NjIKweh7Q34KwVtbrg2pytGhR+Jm9za9QHm5PzsbgC0Bc7HMwgMKlbdsI2bRJnSsQOuGWefhB2bRuPBzUKW9LFk6VNi0TTt93+glLIyuV5MWsgrBWpkMNfXZvR4sVlV4fvgu3J+di8AUgqsm3kpR0HQyhcJkyRZ0rEDzhtmtHIzioU/6GDurhud+sWBDWyrp//J5knnMOPA/e9M+iaHtyLgZfgGJjXoYBFC7dukXI7t3qfIHwCZdDB5+RDWtmwUGd8jZ35njpWb+epQvCWtncihXgufCWVbiw9Hn/bbg9ORODzwRWKlKrzZunzhcIoHDIPnGubNnYFw7qlLdNU0bJYhVU5hWE/Qnev07W9ZMP5OD558Pz4m1JuTvg9uRMDD4T6AddklrcDEMoHAYMiJDMTHXOQBCF0okTF8juHQ3hoE5ntmHZbNkd2Uj233u3Oo3qXPpJV17QFRjcXn181sMPwPPjLfuss6T/u2/C7cl5GHwmiY76UJKTS8MgCodly9Q5A2EUSvt214EDO53ZjtaJcuglY1XFz+R0QdjPQ1cQ1so6ffax7L/oIniuvC274zaJ+utX2AY5C4PPRM1j3pTU1AthEIXayJHqnIEwCpWM/dVYdqgAtvbrIhkfvCsnAnwfL5wFYa1s+mMPwfPla9Dbr8PtyVkYfCaLi31e0iywlmfr1hGyYYM6byCUgu3QwWdl8/phcICnnDZPGCb7vv1Ssq6/Vp06df78tN4CBWGtrP2Xn8ieSy6G587byltvlug/foZtkHMw+IIgIe4RGEahlp6uzhsIpmA6knmPbNvcGQ7y9J8Ni6bL7r9+kyP35f+uWV70gy/jK+mCsPXgvUj/0UVo0Tn0NeTNV+H25BwMvqD4TVok3gbDKJS6dFED40517kBABYN+mGXrpu5woKf/7EyJlUOVnlGnTJ03P+lXG/QrDlYrCGtlbb7+THZdVhKeT2+ry96oxpr6sA1yBgZfkEQ2+cHzzS/cP3vOnq3OHQgps2Uefki2b0mDAz2dtK1nBznw7luSbeCl6rxYvSCslaU/8wQ8p76Gv/YS3J6cgcEXZHrOL5wPvPTrp74dHFLnD4SVWQ5mvCJbNvaBgz0tkM1jBsm+OrUl66oy6nSpc+YnuxSEtbJW33wh268oBc+vt3U3XCcJv3wP2yD7Y/CFQPPoN8P6qsPSper8gcAKXCHZv/dj2bhuAhzw3W7jvHTZ0/BnOXr3nep0qfPlJzsWhLWyCZWehufZ16hXXoDbk/0x+EJEv+cXrpfchw+PkOxsdQ5hePnneFYp2bPrRzjg0wLZmdhMDj/9uDpV6nz56b+CsJ/Be4r8k/p9HdlSJv/q9HrFm6SfvoFtkL0x+EIosslPYVvebO1adQ5BgPnj+PGSsm1zBzjgu932Lq3l4FuvSXaRwupUqfPlB11M1gkFYa1sbOVn4bn3NfbF5+D2ZG8MvhCLbPyLxMZUkaSkG2FABcuECeocghAriKys0rJ/by3O5wFbhveV/Z/VlOOlLlenSp0vP3kKwr7jnIKwVpVUv55suuZqeA28bb6qjKS4fMk3J2LwhYl+6jOu+QuSnHQVDCqzdeoUIdu3q/MIAi0/J46XkIz976pveZ3goO9mm2aOlz2/fC9Hb79VnSp1vvzk1IKwVjb6ZWNLw41//mm4PdkXgy/MoprWlbjYpyUl+XIYWGaaOVOdRxBsZ5KdXUQOZrwq27ekwkHf7XY1byyZjz2sTpU6X346dPllMsXhBWGtKrHBd7L+hvxXzNEPF/H6OAuDzyIim9T/972/wjC0zNC7d4RkZKhzCULOV2ZmBdm2pS0c8N1ue4dUOfjay+o0qXPlp+xzissO1UbvOrXh/UChocs1oevjS1e5QNuTPTH4LEaXONLv/iW1KKtCsBAMsEAsWqTOJQg67djRspKx74N/v+HNzzXgu93WwT0lo1YNOX7pJep0qXPmp0OVnvas3tKre1t4D1Do6J+W19x0A7xO3vTScHy61jkYfBamQzA+7nFJSrrWtG+CQ4fqpzLV+fw37PQDK/rnzB3b4mX9mrlwwHe7TVNGy94f68mxm2/KcT8W1JH77vGsz7lh0TSZNH6oRDVtCK87hZZe3BtdL1/6J2m0PdkPg88m9KsQMdHVVRA+5lkHNDm5lArDojDcoLSzJSWlpOeb5ML5VWTXjr9k8/rhcKCnk3RB2F2RjSTzwfvh/WhU1nXXyr5vvvRUYtDtrvxntnRqnwKvM4VeTMOfZeWtZeG187ZHfdPn2qjOwOCzuagm30pUZB2JbvaBR2zMa57XJXRIev6/yNqeB2i8t+nRtU2uQZ5y2tG6RcAFYXVtvYwa1WRr3y452h49vF+O60HhN6jqa/Aa+tILCqDtyV4YfC7UvNlfMmv62ByDMZ1kVkFYHZq6mrpv+4vnT5FWaXHwulD4RP35iyy/I/9XUvaVuIiV7R2AwedSA3y+hbjd5om6IOxXAReE1T+L7o78w/MzKdrP4AHd4PWg8BtQ7U14TX3NfKQi3J7sg8HnUsmJzTzfPtDg7CYbFk+X3X//JkcqBFYQ9ljZGz0PwGyaMgruR5s9fZy0iI+E14OsYWm5O+D19Xbggguky6cfwu3JHhh8LjZyaG84QLuFpyDs84EVhD1xycWSUbOGbB3UA+7DW58e7eF1IOvo+15VOV6oELzW3uY8WAFuT/bA4HOxtq0TZdUZfpJzMrMKwh6s8pJsb29sVZvJE4dJdFQjeB3IWhaVLwevt7fD554r3Wq+D7cn62PwudzEsYPhQO1EZhWEzXz0IdkV01jWrzL2kv/q5XOlS8c0eP7Jenp9UE2OFi0Kr723efffC7cn62PwuVy3zq3gYO0kG+dNNqUg7FF1j+oFqTfNGAf3cyZjR/aH556sa36Fe+A94O1IsWLS88N34fZkbQw+l4uObCQzpo6GA7YTmFEQVpca2v/Zx57SQ2gfeVm6cKq0aZkAzz1ZV4+P35NMAz+FL7z3brg9WRuDj6Rfb+eVG9retY0cqKoLwhaB95IR2YULy8G3qniKy6J9GDF0UA94zsn65la8D94X3rLUPdLn/Xfg9mRdDD7yPGK/cG46HLjtxlMQ9vOacvyKwArCHn7qcdmZEAX3YdTcmeM9r42gc07W1/WTD+Tg+efB+8PbkrvvhNuTdTH4yGPY4J5w8LaLkwVhfwi4IOzRcnfKnt9/ko0m/EOgb6+O8FyTfcx6+AF4n3jLPuss6f/uW3B7siYGH3m0bhkvK5bOggO41ZlREDbrqtKy76vasmX0QLiPgpqaPsKzNBw612QfnT77WPZfdCG8Z7z9c+dtEvnXb7ANsh4GH5023qRBP1TMKgir3+nb1qM93Ic/1q6c53laFp1jsp/pjz0E7x1fA99+HW5P1sPgo9P0u2ZoILcaswrCHv63ICzaRyD0PyDQ+SV7av/lJ7L3kovhPeRtxW03S3SjBrANshYGH50W2aShTJs8Eg7mVrBp6mjZW9/cgrBoP4FYtni6tGvdAp5fsq+pTz4K7yVfQ958FW5P1sLgoxz69OwAB/Rw2rBsjuyKaiSZD+X/oEFesq675t+CsEPhfswwfEgveF7J3tp+XVt2XVYS3lfeVqt/lMX+Xh+2QdbB4KMcEmKbyPzZE+GgHg6mFIS9ABeENZs+b6lJMfC8kv2lP/MEvL98DX/tJbg9WQeDj3IZMjD/SgPBtrVf138Lwub/RF1eDr1YSXa0yl0QNhgG9OkMzyc5Q6tvvpDtV5SC95m3dTdeL/G/fg/bIGtg8FEuLVNiZdniGXBwDzZTC8I2/UM2/BOa6hPTp4ySuJjG8HySc0yo9BS833yNfKUy3J6sgcFHkF5YGQ3wwXKyIOz/TCoIWzfPgrDB0KNrG3geyVlSv68jW8qUhveetw3XXSMtfv4GtkHhx+AjqFP7FFlnsOxOoHamhrYgrNl0aaemjX/PdQ7JmcZWfhbeg77GvFgJbk/hx+CjM5oyaTgc6M3iKQhbvapkn2tGQdgUuI9gW7F0pnRomwzPHzlTcv16sumaq+C96G3z1WUk5ce6sA0KLwYfnVGv7u3gYB+okwVhPwt5QdhgGDmsDzx35GyjXzb2pPH455+B21N4MfjojPTDGrrCABrw/fFfQdi74PU16uhtt8jeBgUvCGs2XdFCPwiEzh05W2KD72S9gQewtpW+QtK++wq2QeHD4KM8DerfDQ76BXWyIKyx96DO5Hipy04WhFXfstA+Qm1gv67wnJE7jKjyIrxPfU189km4PYUPg4/ypF/IXrrQ/6W9rFIQ1mwzp42RhNim8JyRO8T99qOsuekGeM9626H+wda63uewDQoPBh/la/TwvnDwz8uWEf3+LQib/wu/eTn81GMBF4QNBj3/ic4VucvQN16B962vyeo+RttTeDD4KF8d2ibJmhVzYQD48hSE/fUHOXqHdQrCmi19/FCJavoHPFfkLjENf5KVt5SF97C33SUvlXZ1PoVtUOgx+MiQdAMLO+9q3kQyHw+wIGwZXRD2U9MKwppt1bLZ0ql9KjxH5E6Dq74G72Vf0x5/BG5PocfgI0P0yiQoCDRTCsIWLy4HqplbEDYYRo/oB88PuVezP39R41f+v3Dsu7iEdPyiJmyDQovBR4Y0b/aXzJo+NkcInCwI+0HgBWGfe1p2JjfP0bYVLZ4/RVqnxcPzQ+42oNob8N72NeORB+H2FFoMPjJswL9lfexQEDYYBg/oDs8Lkbb0rjvgfe4t48ILpHPtj+D2FDoMPjIsNa6pbGr0iy0Kwppt9oxx0iI+Ep4XIq3ve1XleKFC8J73NvvB++H2FDoMPjKk9wfVZGm5/P9Fm5cTF5zvKQi7rW9nGC5WpivTo/NC5G3RPfmvSnTovHOlW60acHsKDQYf5anDF7Vk9kP3S+Y5xeE1MSqUBWHNNmXicImOagTPD5G3XuofiMeKFoV9wNu8+++F21NoMPgISvnha89SS/r9I3QtjMqsWOHfgrCzYKhYnX5/sUvHlvAcESEL7rsH9gVvR4oXk54fVYfbU/Ax+CiHmD9+luFVXpKN114Dr4FRnoKwP9SVTZNDWxDWbGNHDYDniehMenz8nqFfSBbeezfcnoKPwUen6cn5ZQGuuHKyIOz7YSkIaza9RmnbVgnwXBHlZe4D98H+4S2rSBHpXeMduD0FF4OPPI9X645qZG4iL+EsCBsMQwf1hOeLKD9dP/lADp5/Huwn3hbffSfcnoKLwediLb/9yrN47t6LS8DzbdTJgrB/h7UgrNnmzpogyYnN4HkjMmKWgdd+Tpx9tvSr/hbcnoKHwedC+jyOeuUF2Xx1YBXQM66/TvY2+C7sBWGDoV/vjvDcERnV6bOPZf9FF8K+4+2fO2+XyL9/g21QcDD4XGZAtTdl5a03w/Nr1IELLpBpjz8sfX//SVYstefTmnmZlj5Smkf/Bc8fUUFMf/Qh2Id8DXzndbg9BQeDzyW61qrheczayMoSZ6J/ltFPonWr+f7pdsePsWYVBX+tWzVfunVulePcEfmrw5e1ZO8lF8P+5G3FbbdIdKMGsA0yH4PP4XTl52lPPCIZF+b/k0teVt1SVga880au9rt0TIMBYlfjxwzK9RmJAjH1iUdhn/I1+K0qcHsyH4PPoRJ++V7GvPicbCt9BTyXRm25qrSMfvl5ifvtB7ifqCYNZdrkkTBE7GbZ4hnSvk0L+DmJ/NX269qy67KSsH95W3XzTdL89/qwDTIXg8+BBlV9TVaXvRGeQ6P2lbhIpjz5qLT65ku4D296HUsUJHYzfEgv+PmIApX+9OOwn/ka9vrLcHsyF4PPQfSKEYvuKQfPnVH6pVq9jmCXTz+E+0ASYpvK/NkTYZjYxfw5kyQ1KQZ+PqJAtfrmC9l+RSnY57ytvfF6if8V/7pC5mHwOUC7Op/KjEcfNPTCbF70NfD3naIhA+29UsuAvp3h5yIyy4TnnoL9ztfIVyvD7ck8DD4ba/HTNzL++WdkR6nL4fkyatM1V8uIV1+U5g1/gvsxomVqrGeODIWK1c2YMkrimjeGn4vILKnf15GtZa6EfdDbhuuukRY/fwvbIHMw+Gwo6s9fZegbr8i6G66D58moPZdeIpOeecLTIdF+CmrsqP4wWKyuR9c28PMQmW3cC8/CvuhrzEuV4PZkDgafzeh6X4EWhNUlUeY8WEE6fl4T7sNfndqneN6DQ+FiVRPHDZbIxr/Dz0NktuT69WTTNVfBfult89VXSfKPdWEbFDgGn02cLAj7QMAFYfXySMFcEX7KpOEwYKxoxdKZ0rFdMvwcRMEy+qXnYd/0Ne6FZ+D2FDgGn8WZVRB2/fXXeh6VbtboF7gfs/Tq3g6GjBWNHNYHfgaiYEps8J2nP6J+6m1r6Ssl7buvYBsUGAafRXkKwr72kmy8LrCCsDsvv0wmVHpakurXg/sxW1xMY5k7czwMGitZOC9dWqbEws9AFGz6YTLUX31NfO4puD0FhsFnQWYUhD183rky85GK0v6rT+A+gmlQ/24wbKxkUP+u8NiJQkGvhLTmphtg3/Wmn9jWyw6iNsh/DD4LOVUQ9miABWF1ccueH1aH+wiF1OQYT/VyFDhWMGvaGEmIawqPnShUhr7+Cuy/viY//TjcnvzH4LMA/Tu+vrkDLQi7Vv0LUi90a4XaXqOH94OhYwV6HhIdM1Eo6fdm9eLvqC970/P7bevUhm2Qfxh8YaQ/jxkFYbdfWUrGVn7WM2mO9hMOHdomyZoV82DwhFP6hKHSrOkf8JiJQk3/QxX1aV9Tn3gEbk/+YfCFSX+TCsJOf+xhafP1Z3Af4aZDBoVPuKxaNls6d0iFx0oUDs3+/EWNffnP5+tfg/QrTagNKjgGX4h1rfVBUArCWpFeEQUFULiMHtEPHidROOk6l6if+9Lr8aLtqeAYfCGin8zSP1dkXBRoQdibZCAoCGtFkU0ael4SRyEUDlyPk6xq6V23w/7uTReT1g/Aoe2pYBh8QXayIGylwAvClsm7IKwV6eBb+c8sGEKhNmfmeHiMRFbQt3pVQ78CzX7ofrg9FQyDL4hCXRDWauJjm8AQCoexowbAYySyisX33AXHAG+HzjtPutWqAbcn4xh8QeApCFu+nMhZ+HMY4U9BWKtJS24OQygc+vbqCI+RyCp6f1BNjhUtAscDb/pdX7Q9GcfgM1G7OrXDXhDWSvQrDSiEwqFtq0R4jERWoh98Q2OCt8zixaXHR+FboMIJGHwmMK8g7FUnC8L+7n9BWCvp3qU1DKFQW7pomjRv9hc8RiIr0b8WGanAogMSbU/GMPgCEPXXrzLkzVdNKQibbmJBWKvo36czDKJQm5o+Ah4fkRXpnzLROOHtWJEi0rtGNbg95Y/B5ycrF4S1iuFDesEgCrVhg3vC4yOyoq6ffGBoukQ/DIO2p/wx+ApIr54wy6SCsH3eD15BWCsYN3ogDKJQ69a5FTw+IqvSYwwaN7zphSz6Va8Kt6e8MfgMSvmxrskFYRvA/TiJ/okRBVEorVs1X1JaRMPjI7KqTp99ZGixi3/uuh1uT3lj8OXjVEHYDQEXhC3pKQibHKKCsFZghYK082ZPhMdGZHUzHn0IjiW+9JJnaHs6MwZfHvq+93bgBWHPDV9B2HBbunAqDKNQGj9mEDw2Iqvr8GUt2XvJxXBc8abHTr3YNWqDMAYf4JSCsOEUHdVIVi+fC8MolPSTpej4iOxAr++LxhZfurwR2p4wBp+X0wVhDfwrKy9WKggbLi3iI2EQhVr7Nknw+IjsoO3XtWXXZSXhOONNF7TVhW1RG5Qbg0+J/V99kwvCfgv34yat0uJgEIXS8iUzJC6GFRnI3tLVP8bReONLPzSHtqfcXB985hSEPd/SBWHDoVP7VBhGoTR9yih4bER20uqbL2T7FfmvCqV/abJT9ZZwcm3w6ZdE51cwpyBsd4sXhA2HXt3bwTAKpRFDe8NjI7Kbic89BccgX3rJQ7Q95eS64HNjQdhwGNSvKwyjUNIV4NGxEdlN2vd1ZGuZK+FY5E2/J8yplvy5JvhOFYTdWjr/mycvnoKwLz0v8b/yJ4W8jBzWB4ZRKOmySOjYiOxo3AvPwjHJlx6f0Pb0H1cEnxkFYfefLgj7BdwH5TRx3GAYRqGycG66RDb+HR4bkR3pxS90BRc0PnnTf+OmhTL84ejgO1UQNvuss2B7RmQVKWz7grDhMGPKKBhIoTJp3BB4XER2pr/NoXHKl/52iLankxwZfG1NKgi74jZnFIQNh/lzJsFACpWB/brC4yKyMz1/p+fx0HjlTc8H6nlB1AY5LPjMLQhb2TEFYcNh2eIZMJBCpWO7FHhcRHann9xE45avCc89BbcnhwTf6YKwN14PtzPKqQVhQy02+m9PVQQUSKGw8p9ZkhDXFB4bkd3pd/X0O3toDPOm3/3jMwmY7YPPlIKwxU4VhP04V/tUcMktomEghcqsaWPgcRE5hV6lBY1lvvSqL2h7t7Nt8P1XEPYc+LdGuaEgbKi1bZUIAylURg/vC4+LyCn0upx6fU40pnnT63zq9T5RG25mu+DzFIR97kl1Qc0pCBvtgoKwoda1U0sYSKGiV41Bx0XkJHohfDS2+Zr6xKNwezezVfCNfqlSwAVhd3kKwj7F91yCqE/PDjCQQkUvkI2Oi8hJdA0+I+Omrjaja/uhNtzKVsEXCE9B2IcrSvsv3VcQNtSGDOwOAykUFs+fIs0i/4DHReQ0uvo6Gu986WruaHu3ckXwLfEUhH0X7pfMN2ZkfxhKoTB5wjB4TEROtfSu2+G4502vTdzpMz68d4qjg48FYcNDhw8KpVAYMqA7PCYip+pXvaqcKHQ2HAO96YcB0fZu5Mjgyyxe3FNYVr/fh/ZFwTVr+lgYSqHQuWMaPCYiJ1t8z11wLPSmV7LS5djQ9m7jqODT9fH0PF5+K7xQcC2aNxmGUrCtXj5HWiREwWMicrLeNarJsaJF4Ljobe4D98Ht3cYywbf5mjLwQhm18paykvbdV7BtCp2oJg09K6egYAq2OTPGwWMicoMF990Dx0ZvmecU9yzej7Z3E8sEn74g6ELlZ9uVpVgB3ULiY5vAUAqFsSP7w2MicoMeH71naBzVAYm2dxPLBN/RokXhRTqTg+ef73kBnfN41qKLv6JQCoW+vTrAYyJyC/1TJhovvR1TY61e6hFt7xaWCb69l14CL5IvPY837fFHOI9nUR3aJsFQCoU2rRLgMRG5RddaNeSQgXJsi+65C27vFpYJvjEvVoIXyJdeUFrXpEJtUPh179IahlKwLV04TWKa/QmPichNZj/0ABw7vR0vVEj6vlcVbu8Glgk+bWvpK+FF8jWnYgW4PYVf/z6dYTAF29RJI+DxELlN59ofeV5YR2Ont6V33QG3dwNLBV/rep/LbgOLT2cVKSwDqr0B26DwGj6kFwymYBs2uCc8HiI3mvHog3Ds9OXWcdRSwaeNqGKsuvDqsjdKi5/5k6fVjBs9EAZTsHXr3AoeD5Eb6bJtenFqNHZ6W377rZ7FrlEbTma54NNlgpYYLCw7odLTsA0Kn6npI2AwBdPalfM8xW/R8RC51dQnHoHjpq/BVV+D2zuZ5YJP0++jHLjwAniRvO0ueYnn92zUBoXH3JnjYTgF07xZE+CxELlZ2zq1DdUt1Yt/xDT8CbbhVJYMPm3Kk4/Ci+RrfoXycHsKj6ULp8JwCqbxYwbCYyFyu/SnH4fjpq+hb7wCt3cqywafXn5s47VXw4vkTb/X58av6lYUHdVIVi+fC8MpmPr36QSPh8jtWtX7QnZccTkcO72tuekGifvNPe9GWzb4NP2vEHSRfK274TpJ/rEubINCp0V8JAymYGvfpgU8HiL6n0x87ik4bvrSDxai7Z3I0sGn6+gtKl8OXiRf6c88Adug0GmdFg+DKZiWLZkhsTF/w+MhIv3rWR3ZWib/d6TXX3+tJDb4DrbhNJYOPk0vwbPv4hLwQnnTf6P/FrVBodGpfSoMp2CaPmUUPBYi+s+4F56F46av0S8/D7d3GssHn6a/zaGL5Et/O2S19fDp1b0dDKdgGjG0NzwWIvqPngradM1VcNz0tumaqyWpfj3YhpPYIvj0RdPzeOhC+XLb00lWMqhfVxhOwdSjaxt4LESU0+iXnodjpq+xlZ+F2zuJLYJP009u6ic40YXypp8EZUHa8Bg5rA8Mp2DSZZDQsRBRTok/fysbrr8WjpvetpQpLanf14FtOIVtgk/T7+yhC+VLvwOItqfgmjhuMAynYFkwd5JENv4dHgsR5Tby1cpwzPTl9FWxbBV8epUWvVoLulDe9KovevUX1AYFz4wpo2FABYsOWnQcRITF//qDrL3pBjhuett+RSlp9c0XsA0nsFXwafpfIuhC+dLrfep1P1EbFBwL5kyCARUsA/t1gcdBRGc27PWX4Zjpy8mviNku+PTv1LoyA7pQvtz0QqYVLFs8AwZUsHRslwyPg4jOrPnvP8mqW26CY6a3XZeVlDZffwbbsDvbBZ+ma0hlFSkCL5a3zVeVkdb1nPt13Upio/+Wdavmw4AKhpX/zJKE2CbwWIgob4PfqgLHTF9OfV7ClsGn6Srs6EL5mv7YQ3B7MpcuC4QCKlhmThsDj4OI8tes0S+y/PZb4Jjpbc8lF0v7Lz+BbdiZbYNPF1rcWeoyeLG8HTrvXOldoxpsg8zTtlUiDKhgGTW8LzwOIjJmwDtvwDHTlxO/PNg2+LSxlZ+DF8rXsjtuk+a/14dtkDm6dmoJAypY9Cox6DiIyKC//yf/3HU7HDO97b/oIun02ce4DZuydfDpR3NX3HozvFi+3LIGXbj07dkBBlSwtEqNg8dBRMb1q17V0MIgsx5+AG5vV7YOPq3ve1XlSPFi8GJ523blFZ6KxKgNCtyQgd1hQAXD4vlTpFnTP+BxEFHBLL7nLjhmejt4/vnS9ZMP4PZ2ZPvg02Y+XBFeLF+z1N+h7SlwY0b2hyEVDOkThsFjIKKC089AHDPwlLx+oBBtb0eOCL62X9eWbaWvgBfLm/5mqL8hojYoMJNVGKGQCobBA7rDYyAi/yy47x44Zno7fM450v1jZ6yI5Yjg00a9bGzl8ZW33uyZG0RtkP9mTR8LQyoYOndIg8dARP7p8VF1ySxeHI6Z3vR6yWh7u3FM8OnVCJbdeRu8WL7cUHYj1BbNmwxDymyrl8+RFvGR8BiIyH9zH7gPjpfejhYtKr0+eBdubyeOCT6t1wfVPO/toQvmbefll3neA0RtUMFFNWnoWUkFBZXZ5swYB4+BiALTrVYNNX6eB8dMb7rgN9reThwVfNr0xx6GF8uXkyZqwy0+tgkMqWDQD9GgYyCiwM1+6H44Xno7XriQ9H3vbbi9XTgu+HQpjc1Xl4EXzFtWkcKeNT9RG1QwuhgsCqlg6NOzAzwGIgqcLv2WceGFcMz0trTcHXB7u3Bc8Gm6KgO6WL50lYcWP38L2yDjOrRNgiEVDG1aJsBjICJzzHj0QThe5nBWhPSv9ibc3g4cGXx6AdYl5e7EF8yH0ysNh0L3Lm1gSJlt6cJpEhP1JzwGIjKHfv5h78Ul4Hjpbdkdt0rUX7/CNqzOkcGn9fj4PfWV/QJ4wbzpiu766z1qg4zp36czDCqzTZ00Au6fiMw19YlH4Hjpa1DV1+D2VufY4NN0LSl0sXw55d2UcBk+pBcMKrMNHdQT7p+IzKWXd9xd8lI4XnpbeWtZifnjZ9iGlTk6+NK+ryMbrrsGXjBvepHWwTb9l4sVjB89EAaV2bp2agX3T0Tmm/z043C89DX0jVfg9lbm6ODT9EVBF8vXuhuuk+Qf68I2KG9T00fAoDLT2pXzPMVu0f6JyHyt630hO0pdDsdLb2vK3ihx//sRtmFVjg++yL9/k4X33g0vmK/0Z56AbVDe5s4cD8PKTPNmTYD7JqLgmfjcU3Cs9DW8yotwe6tyfPBpupzGPgNPKem/6VqrBmyDzmzpwqkwrMykf05F+yai4En77ivZWvpKOF5607+YJfzyHWzDilwRfNok9W0OXTBfejke/S0RtUG5RUc1ktXL58KwMlP/3p3g/okouMa98CwcK32NevkFuL0VuSb4kuvXk3U3Xg8vmC87TtaGi14wGgWV2dq1aQH3T0TBpZ992HT1VXCs9Lbx2qsl6advYBtW45rg0/Q7J0bK7OsLqL/iozYop9Zp8TCozLRs8QyJjfkb7p+Igm/0S5XgWOlrbOXn4PZW46rg0+bfXx5eMF/6HUC0PeXUqX0qDCszTZ88Cu6biEJDL+244bpr4VjpbctVpSX1h69hG1biuuDr9NnHhl7MPHDhBdLjI2dUGw6mXt3bwbAy04ghveG+iSh0Rr5aGY6VvuywDKTrgk8bry4MumC+lpS7Q6IbNYBt0EmD+neFYWWmHl3bwH0TUejE//qDrL0p/+cktl1ZSlp++yVswypcGXyJDb6V1TffBC+aL13pAbVBJ40c1geGlZlSk5vDfRNRaA17/WU4TvrST9Gj7a3ClcGn6ZIax4oUgRfN2+arynhWMEBt0P9k4rjBMKzMsmDOJLWf33Ptl4hCr/nvP8mqW/L/0rDz8sukTd3PYBtW4Nrg0+Y8WAFeNF/TH3sIbk//kxlTRsPAMsvEsYPhfokoPAa/VQWOk76s/ICgq4Ov/ZefGFqL7tB550rvGtVgG26nv5GhwDLLwH5d4H6JKDyaNWogy2+/BY6V3vZceom0/+oT2Ea4uTr4NP3eCbpovpbdcZv6ml8ftuFm+h07FFhm6dguGe6XiMJn4DtvwHHS1/THHobbh5vrgy/utx9kxW03w4vma/TLz8M23CSqaV2P6KiakphQS7Zs6Cmb1w+XTevGwuAKxIqlsyQ+tgk8DiIKH72s4z933Q7HSW/7S1wkHT//GLYRTq4PPq3ve29LZvHi8MJ523blFZ4CjagNJ4lq8q00j35L4uMekxaJd0hy8pWSllZcWraMyKFnT3VeJKfjx0vKkczyciDjDdm7u55s35oiG9ZOg8GWn5nTxsDjI6Lw61e9qqGVsGY+XBFuH04Mvn/NfKQivGi+ZlnwIgYqsnEDT9AlJtwnKSklcwXcmQwapM6JT/BB2YXkyJFysn9vTdm+pSUMOWTU8L7weInIGhbfc5fq4qqP5+HABedLl08/hNuHC4PvX22/rm2o/MaR4sWkr/qXDmrDTiIb/yox0e9KQnxFSUk2HnbeRo9W5wQFXT6OHLlL9u2pLds2t4eBd4peFQYdOxFZQ+8a7xh6LWxOxQpw+3Bh8HnRZTXQRfO18tabPasYoDbsICb6bRV2l8MwK4jJk9X5AMFWEJmHH5Stm7rD4GuVGgePn4isY8F996iurPpzHg6fe450r/k+3D4cGHxemjf8Sf658zZ44XyNrfwsbMPKmkdXlRaJt8EQ88fs2epcgDArqOzsczxzgtu3tD4deovmT5aopn/Az0FE1tHjo+pyxMAzEvMrlIfbhwODz0evD96VQ+edBy+cN70yQYcvasE2rCam2XuSmHC3pKUVggHmryVL1LkAQeav48cvlYx976tvgF0lfcJQ+FmIyHrmPXCv6sKqH+fhaLFi0vPDd+H2ocbgA6Y9/jC8cL6s9ru1r+iojyUh4X4VeOfA4ArUmjXqPIAAC1TWsatl/NjXpVkkl4ojsoNutWoY+sKwsHw5uH2oMfiAVt98IZuvLgMvnLesIoVlQLU3YBvhFhvzsgq8wjCwzLJ1qzoPILjMMHJkhKSlnqu+rVpnXoCIzmz2Q/errqv6bx6yCheWPu+/DbcPJQbfGQyv8hK8cL5Wl73RU6QRtREOkU1+kIS4R1QwnZ0rqMy2d686ByC0AnXsWIR063ZyH6mp50lcrP3mU4ncpnPtjyTjwgtUF1b9OA9Lyt0Jtw8lBt8ZNPvzF1ly953wwvmySuHFZpGfe+byfAMqGFq31q8lqM8PgitQ27bl3l9C/IOeF+vR5yYia5jx6IOqC6t+nIfss86S/u++CbcPFQZfHrp//J76F8yF8OJ5233pJZ5/7aA2QiWmWQ1JanFTrsAIli5d1GcHoWUG/dAM2mdi4p0SHfUp/PxEFH76gb+9F5dQ3Vj15TzotY+j/voVthEKDL58THnqMXjhfIXzUd3mMW94lhVDYREsffqozw1Cywzp6XifWlLSdZ4X79F5IKLwm/bEI6obq76cj0Fvvw63DwUGXz5Sv68jG667Bl44b3rNusFVq8A2gkmHXsu04M/n+Ro6VH1uEFpmGDgQ7/OUtLSi6ptfeL9hExHWrs6nsrvkpaorq/6cB70QSPQfP8M2go3BZ8DQN16FF87Xuhuuk+Qf68I2gkGHXmrqhTAcgm3cOPWZQWgFKiMjQtq1w/v0lpxcik98ElnU5KcfV91Z9el8DHnzVbh9sDH4DFp4793wwvlKf+YJuL3Z9JxeqH/e9DZtmvq8ILgCtW4d3h+i5zT5rh+R9bSu97mhIt/6qfjY/4W+zimDz6Cun3xgaNJ2n/qbrrVqwDbMop/eDOWDLMi8eerzguAK1Jw5eH9nkphQXiKbsEAwkdVMfO5J1aVVv87H8NdegtsHE4OvACY9a+xCLipfzlOoEbURKP2eXqheWcjLsmXqs4LgCpSu+ID2lxddNxCdKyIKn7TvvjJU8UZPESX88j1sI1gYfAWQVL+erL3xenjxfA194xXYRqBOvpyOAyCU1q9XnxMEVyCOHz9Z3BbtLy9paUUktvmL8HwRUfiMe+EZ1bVV/87HqFdegNsHC4OvgAZVfU1OFCoEL563jdde7fkXD2rDX3GxldRAf1augT8ctm9XnxOEVyB27MD7MiI15WJPuSV03ogoPPTDfpuvvkp1b9XH87Dx2mukxU/fwDaCgcHnh3n3578SuTblyUfh9v7QC06npl4EB/1w0E9fqg9pKv3zKdqXUUktbvT8FIzOHxGFx5iXKqnurfp4Psa8+BzcPhgYfH7o9NnHht5TOXDhBdLjo/dgGwWlqyygwT4c9OsGWVnqM4LwCsSUKXh/BREXG9qfTIgob3otYyPvQm++qoyk/PA1bMNsDD4/jX/e2G/XS8rdIdGNGsA2jNL19IJVWsgfegFp9eFMN3gw3l9BJCdfJVGRdeB5JKLwGPlqZdXFVT/Phx5X0fZmY/D5KbHBd7Lq5pvgxfM1okpgD15Y4SlOb/37q88FgisQBw9GSMeOeH8FFR/3JDyPRBQe8b/+YOjBwG1XXiEtv/0StmEmBl8A9Arjx4oWgRfQm/4Kr1/oRG3kp3l0VfVtz9zK6YEaMUJ9LhBegdiwAe/LHykpl0p01CfwfBJReAx7/WXV1VV/z4d+bQxtbyYGX4BmP5h/8UVt+mMPwe3zEtn4F2mReBsc3MNp4kT1mUB4BWL+fLwvfyXEV4TnlIjCo/nv9Q39Srbz8sukTV3/vigYxeALUPsvP5EdV+S/NM+h886V3jWqwTbOJDamChzUw23GDPWZQHgFQq/9ifblL13Almt5ElnL4LeqqO6u+nw+Jj8V3EUpGHwm0I/hoovnS9eg0v/qQW0gKcmXw0E93BYuVJ8HhFcgevfG+wqE/raMzisRhYd+0G/FbbeoLq/6fR50jdN2XwWv9iaDzwRxv/1o6GJqo19+HrbhS9ecQ4O5FaxcqT4LCC9/7d6N9xMoXbmiWWTwJ8qJyLiB77yuur3q+/mY9vjDcHszMPhM0uf9tyXznOLwAnrTTy21rVMbtuFNz1GhwdwKNm1SnwUEmL9WrMD7MUNc88rw/BJReOh1jP+583bV9VX/z8O+EiWk4+c1YRuBYvCZaOYjFeEF9DXr4Qfg9qdENf1GUpJLwoHcCnbtUp8DBJi/pk/H+zFDi8Rb4TkmovDpV/0tT/FuND5602Mq2j5QDD4Ttfn6M0OrkR8pXkz6Vq8K29CaR78FB3GrOHRIfQ4QYP4aNgzvxyxRTb6F55mIwmfx3Xeq7q/GgDzo1a+6fPoh3D4QDD6T6VXG0QX0pcvu65c6URsJ8Q/AAdwK9Evm2dnqM4AA80dmZoR07oz3ZZbYmJfheSai8Old4x05ViT/96DnPHg/3D4QDD6TxTT8ydDv19rYys/CNpKTroYDuBXoskHq4E2zeTPej5kSE+6F55mIwmvhvXerYUCNBXk4fN650q2mua8mMfiCoNeH78rB88+DF9GbflGzwxe1cmzbLPIzy63U4m3QIHXsIMD8pV+NQPsxU3JyKc9iAN7nmYjCr+dH1eVI8fwfCtQVcdD2/mLwBYl+FBddQF9zKlbIsZ3V5/d0hXR14KaZMAHvx2x8rYHImoyUedPPRfT8sDrc3h8MviBp9c2Xsuma/AswZhUpLAPeeeP0dvFxj8OB2yomT1bHDQLMX/364f2YrXnMf+eYiKyjW60anpWt0PjoTf8sirb3B4MviIa/9hK8gL5Wl73RU7NKb5OYWA4O3FYxe7Y6ZhBg/ti7N0Jat8b7MVtcbGjKnRBRwRlZ81h/Sejz/jtw+4Ji8AVRsz9/MfTIrjah0tOebZKTroUDt1UsWaKOF4SYP1avxvsIhsSE+3JdHyKyhs61P5KMCy9Qw4IaG/KwRI2naPuCYvAFWfea70vGRRfCi+hNr02nL35aWnE4cFvFmjXqeEGI+WPmTLyPYEhKugFeHyKyhhmPPKiGBTU25CH77LOk37tvwe0LgsEXAnqlcXQRfc2vYO2fObWtW9WxghDzh67rh/YRDHrBb3RtiMgaOnxRU/ZdXEINDWp8yMM/d97mWfYMtWEUgy8EUr+vIxuuvxZeRG/6XzPjPsYDt1XoeTl1sAE7dixCunXD+wiG1NSL4LUhIuuY9vgjanhQY0Q+Br79OtzeKAZfiAx581V4AX1tviVCujbFg3e46QdRjhxRxwmCrKD0N0e0j2DRPyGj60JE1tGuzqeyu+SlaohQ40QeVtx2s6fEEWrDCAZfCBlZpUCb/QoevMOtSxd1fCDE/KEfkkH7CJq0syWysf8dhYhCw+jUkP4ygbY3gsEXQnqx1b2XXAwvoreMSyNk8Hdg8A6zPn3U8YEQ80d6Ot5HMKFrQkTW0rre57Kj1OVqmFBjRR5W33yTxBagsLc3Bl+ITXr2SXgRfS1/MEJapeEBPFyGDlXHBkLMHwMG4H0ES1paYS5bRmQTEw2Ok/pdabR9fhh8IZZUv56svel6eBF9TfgAD+LhMm6cOi4QYgWVkREh7drhfQRLWuq58HoQkfWkffeVbC19hRou1JiRh7U3Xi/xv34P28gLgy8M9BNJxwsVghfS29abIqTHX3ggD4dp09RxgSArqLVrcfvBlJpyMbwWRGRN459/Rg0XaszIx8hXKsPt88LgCxMjC7NqcyvjgTwc5s1TxwSCrKDmzMHtB1NKSkl4HYjImlJ+rCubry6jhgw1buRhw3XXnF7y0SgGX5h0/Pxj2XVZSXghvR0qESFD6+HBPNSWLVPHBIKsoHSFB9R+MCUl3gKvAxFZ15gXK6khQ40b+Zj07BNw+zNh8IWR0a/yq+6PkDZJeEAPpfXr1fGAICuI48cjpEcP3H4wJcRXhNeAiKxLf5PT3+jQuOjtaLGi0vJb46XHGHxhlNDgO1l1y03wQvpKr44H9FDasUMdCwizgtBtoLaDLS72eXgNiMi69KsNK28pq4YONX7kY+F9xssWMfjCrP+7b8nRokXhhfS2/foI6fUHHtRDRT+NqQ4mIP/8g9sOtpjot+H5JyLrifrrVxlR5UU5fG7+dfpO0cUAUFsIg88CjNSi0uZXwoN6KOjXD7Ky1HGAMCuIKVNw+8EW1aRgk99EFB4D33nD8C9h3vYz+Oyl/VefyPYr8l+pIPP8CBn+FR7Yg617d3UMIMgKavBg3H4wJSddA887EVmHfnfP6M+aiH4/GrWLMPgswujTS2vujZD2CXiAD6b+/dX+QZAVxMGDEdKhA24/mBLiH4TnnIjCL/Z/P8qMRx+SE2efrYYJNVb4IfussyT5x7qwfYTBZxFxv/0oy2+/BV5UX1PewQN8MOnaeWrnAdmwAbcdbM1j3oTnnIjCx595PEQHZu8a78B9nAmDz0L6vP+2ZJ5zDry43nZdHSF9fsODfLBMnKj2DcKsIPQL8KjtYPKs0dnkJ3i+iSg8/J3H83akWDFZUu4Oaft1bbiPvDD4LMZI+X1t0TN4oA+WGTPUfkGYFcTYsbjtYEpMuAeeZyIKvW61asiC++4J6GdNva1uQ7eF9mEEg89i2tT9TLaWuRJecG9Hz4mQUZ/jwT4YFi5U+wVhVhC9e+O2gyk2JrBKzUQUOP0+3tQnHpGMCy9QQ4EaD/ykvyXqb4toHwXB4LMgvegquui+1pWLkI7N8YBvtpUr1T5BmBm1axduN5hSki+XqCYFX7mdiMwR/+sPMualSrK1dP7/mM+L3n60ake3h/ZTUAw+C4pp+LP8c9ft8AbwNe0tPOibbdMmtT8QaEatWIHbDSYuU0YUPmbM42VceKHnm6L+xoj24S8Gn0X1/PBdOXRBcXgzeNtTOkL6NcADv5n0Nza1Q79Nn47bDRb9ba9Z5Gfw3BJR8FhlHi8vDD4Lm/b4I/Cm8LXkCTz4m+nQIbUvEGhG6ertqN1giYt9Bp5TIgoOM+fxBpgwj5cXBp+F6dXGN197Gbw5vGUViZAxn+IAMEPHjhGSna32BQLNiMzMCOncGbcdDHqllqim9eA5JSJzmTaPV8bceby8MPgsbvhrL8GbxNeGO1S4NMNBEKiePdU+QKAZpecHUbvBEtv8RXguichcnnm8m82ax/sC7iMYGHwWp1c3WFLe2I018zUcBIEaNEi1DwLNKP0qBGo3GJJa3MwX1omC7OQ83t2WnsfLC4PPBrrXfF8yShSDN4+3fZdHyMD6OBACoSumqx34bcIE3K7Z0tLO5vJkREGk5/Gm2WQeLy8MPpuY/PSj8Aby9c+jOBQCMXmyahsEmlF9++J2zZaUeAs8d0QUGDvO4+WFwWcTqT98LRtvyP9Bl+yzI2TcxzgY/DV7tmobBJoRe/dGSOvWuF0zJSVdJ9FRn8JzR0T+M2Ue76LQz+PlhcFnI0PefBXeVL423xIhXZvigPDHkiWqXRBqRqxahds0U0rKpRITXQ2eMyLyj93n8fLC4LMZfROhG8zX7FdwSPhjzRrVJgg1I2bOxG2aJS2tmMQ2fxmeKyIqOKfM4+WFwWczXT79UPZeUgLeaN4yLo2Qwd/hsCiorVtVmyDUjNB1/FCbZomPewKeJyIqGHPn8Z4P+zxeXhh8NjTxuSfhDedr+YMR0ioNB0ZB6Hk61WCBHT0aIV274jbNkJhwL19dIDKBE+fx8sLgs6Gkn76RtTfdAG8+XxM+wKFhlH4w5cgR1RYItvzob4qoTTPo9/WiIr+C54eIjPHM490b4DxeoZPzeF0tNo+XFwafTQ18+3U5XrgQvBG9bb0pQnr8hcPDiC5dVDsg1IzQD8WgNgN1stzQt/C8EFH+3DCPlxcGn43NfeA+eDP6mlsZB4gRffqoNkCoGTFpEm4zEIkJ5aVZ5JfwfBBR3tw0j5cXBp+Ndfy8puy6rCS8Mb0dKhEhQ+vhIMmPrqqgGvHLgAG4TX+kpRWR+LjHJLJJfXguiChvA9953VXzeHlh8NncuBeegTeor1X3R0ibJBwqeRk3Tm0PQi0/+/dHSLt2uM2CSk25WGKbV4afn4jypufxFrpwHi8vDD6bS/jle1l1S1l4s/pKr46DJS/TpqltQbDlZ+1a3F5BJSddLc2jq8LPTkRn5pnHe9yMebyytpzHywuDzwH6vfuWHC1aFN603rZfHyG9/sABcybz5qltQbDlZ84c3F5BJCXdwIdYiAqI83j5Y/A5xOyH7oc3r6/5lXDInMmyZWo7EGz5GTUKt2eEflWheYyz/oVJFApmzuO1svk8Xl4YfA7R7qtPZfsVpeCN7C3z/AgZ/hUOHGT9erUdCLa8HD8eIT164Pbyohea1suP8aV0ooLhPF7BMPgcRP+8gW5oX6vLF5X2CTh8fO3YobYB4ZaX7dtxW2eSnHylxMU+x581iQqI83j+YfA5SOz/fpTlt98Kb2xfE964RtLSisMg8paRof4ehFte/vkHt+UrNfVCiY99it/wiAoo/tfvOY8XAAafw/R5/x05fO458Cb3tu3KK6R93fckNuYVaZF4h6SlnpMrmPTrCFlZ6u9BuOVlypSc7XhLTS3hWWOzefRbfCePyA+cxwscg8+BZjz6ILzZfc16+IHT2zSL/EKFYBVJSLhfkpOukpZpZ0v37urvQLDlZ9Cg/4JOf6vUT2cmxD3ieS0hqmndHMdKRMaYM49XyDXzeHlh8DlQm7qfy5YypeGN7+1I8WLStzp+Ry6yyQ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Hole-In-Wall: Solve Score=0, where number of Figure Vertices = Hole Vertices + 1","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to solve ICFP problems 12, 15, 20, 25, 26, and 39 according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. ICFP problem 47 is of this form but with 10 hole vertices a brute force method may take 180 seconds so this will be a separate challenge.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_nPeqnH1(hxy, pxy, mseg, epsilon)  \r\nThis challenge set all have optimal Scores of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one.\r\nThe function template includes routines to read ICFP problem files and to write ICFP solution files.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 672px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 336px; transform-origin: 407px 336px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 8.05px; transform-origin: 14px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 8.05px; transform-origin: 146.65px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 8.05px; transform-origin: 29.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 8.05px; transform-origin: 1.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 201px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 100.5px; text-align: left; transform-origin: 384px 100.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 8.05px; transform-origin: 230.267px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 208px;height: 201px\" 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\" data-image-state=\"image-loaded\" width=\"208\" height=\"201\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 263.717px 8.05px; transform-origin: 263.717px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 12, 15, 20, 25, 26, and 39 according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 66.1333px 8.05px; transform-origin: 66.1333px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. ICFP problem 47 is of this form but with 10 hole vertices a brute force method may take 180 seconds so this will be a separate challenge.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8.05px; transform-origin: 384px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250.1px 8.05px; transform-origin: 250.1px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 155.5px 8.05px; transform-origin: 155.5px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_nPeqnH1(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 8.05px; transform-origin: 3.88333px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.017px 8.05px; transform-origin: 383.017px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303.4px 8.05px; transform-origin: 303.4px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 8.05px; transform-origin: 375.883px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 8.05px; transform-origin: 42.7833px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 8.05px; transform-origin: 256.35px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon)\r\n%nH+1 equals nP and Score =0 optimally, nH is before repeating row 1\r\n%Create all nchoosek index set of np then try all permutations.\r\n%Check that all segments created have valid lengths\r\n%Create final point placement based upon segment constraints until sequence passes\r\n% npxy(pnckset(i),:)= hxy(1:end-1,:), width of pnckset is nP-1 so one node is TBD\r\n npxy=pxy;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n \r\n hxy1=hxy(1:end-1,:); % speed up method\r\n np=size(npxy,1);\r\n vpn=zeros(np,1);\r\n % Note:  ***  Indicates line was changed from working program\r\n pnchk=nchoosek(1,1); % ***     Create nchoosek matrix of 1:np of np-1 points\r\n mperms=perms(1:np-1); % fast repetitve perms method, create a mapping array\r\n Lpnchk=size(pnchk,1);\r\n for ipnchk=1:Lpnchk % subset of figure vertices to place onto hole vertices\r\n  vpnchk=pnchk(ipnchk,:); % create a vector to use in perm set matrix\r\n  phset=vpnchk(mperms); % fast phset creation using perms matrix\r\n  nphset=size(phset,1);\r\n \r\n  for i=1:nphset %  This is the large loop over permutations\r\n   npxy=npxy*0; \r\n   vphset=phset(i,:); \r\n   npxy(vphset,:)=hxy1; % load hole vertices into figure vertex matrix, one row is [0 0] unset\r\n   vpn=0*vpn; \r\n   vpn(vphset)=1; % vpn is vector that indicates used figure vertices\r\n   fail=0;\r\n   for segptr=1:nseg\r\n    if prod(vpn([0 0])) % *** check if both figure vertices were set \r\n     L2seg=sum((npxy(mseg(segptr,1),:)-npxy(mseg(segptr,2),:)).^2);\r\n     if prod([0 0])\u003e0 % *** Verify L2seg is valid length squared\r\n      fail=1; % set flag to try next permutation\r\n      break; % break out of segment L2 checker\r\n     end\r\n    end\r\n   end\r\n   if fail,continue;end %length of subset placed vertices placed on hole vertices failed\r\n   \r\n   %Hole Points covered. Have 1 free point to place constrained by its segments\r\n   node=find(vpn==-1); % ***    Find unset node\r\n  \r\n   cptr=1; % Flag to enable first set of points for a segment containing unset vertex\r\n   for fseg=1:nseg\r\n    if prod(vpn([0 0])),continue;end % ***    Check if Both seg vertices set\r\n    MM=msegMM(fseg,:); % Create [Min Max] vector\r\n    Node2=mseg(fseg,:);\r\n    Node2(1)=[]; % ***  Reduce Node2 to a single value of the set vertex\r\n    \r\n    if cptr==1 % create an initial list of all in range and then inpolygon\r\n     Lmm=ceil(MM(2)^.5);\r\n     dmap=(0:Lmm).^2;\r\n     dmap=repmat(dmap,Lmm+1,1);\r\n     dmap=dmap+dmap'; % Create a 2D map of distance squared from [0,0]. dmap(1,1) is [0,0]\r\n     % This 2D map is of the Positive XY quadrant.  The goal will be to find  all valid [dx dy]\r\n     dmap(1,:)=0; % ***      Remove Points less than Min Seg length\r\n     dmap(1,:)=0; % ***      Remove Points greater than Max Seg length\r\n     [dx,dy]=find(dmap);\r\n     dx=dx-1; dy=dy-1; % remove 1,1 offset from grid\r\n     dxy=[dx dy;dx -dy;-dx dy;-dx -dy];  % Create all valid deltas by symmetry about [0,0]\r\n     mxy=dxy+npxy(Node2,:);  % Create matrix of all points in the valid region\r\n     % remove negatives from hole comparison as hole is all positive\r\n     mxy=mxy(1,:); % ***     Speed option remove all points with neg x values\r\n     mxy=mxy(1,:); % ***     Speed option remove all points with neg y values\r\n     in=inpolygon(mxy(:,1),mxy(:,2),hxy(:,1),hxy(:,2));  % Find all valid in-hole points\r\n     mxy=mxy(1,:); % ***   reduce to in-hole points\r\n     cptr=2; % set flag so next segment check only uses residual mxy points\r\n    else % test points from m for additional new fseg constraint and prune\r\n     Lmxy=size(mxy,1);\r\n     vmxy=ones(Lmxy,1); % Valid mxy vector\r\n     for ptrmxy=1:Lmxy\r\n      d2=sum(([0 0]).^2);  % *** Calc dist squared from mxy to Node2\r\n      if d2\u003cMM(1),vmxy(ptrmxy)=0;end % clear vmxy for too short\r\n      if d2\u003eMM(2),vmxy(ptrmxy)=0;end % clear vmxy for too long\r\n     end\r\n     mxy=mxy(vmxy\u003e0,:);\r\n     if isempty(mxy)    %If no points left in mxy then vertex could not reach from set nodes\r\n      fail=1;\r\n      break;\r\n     end\r\n    end % cptr==1\r\n   end % fseg 1:nseg\r\n   if fail,continue;end  % Try next permutation\r\n   \r\n   npxy(node,:)=mxy(1,:); % solution found\r\n   fprintf('Solution found\\n');\r\n   return;\r\n  end % i nhpset\r\n end %ipnchk Lpnchk\r\n \r\n fprintf('No solution found\\n');\r\nend %Solve_nPeqnH1\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n\r\n%These routines can be used to read ICFP problems, write ICFP text file, and visualize the data\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  fid=fopen([num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n% function write_submission(npxy,pid)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission\r\n%  fprintf('{\"vertices\": [');\r\n%  fprintf(fid,'{\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end\r\n\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3","test_suite":"%%\r\ntic\r\n% ICFP Problem Id 12\r\nepsilon=0;\r\nhxy=[28 0;56 4;0 4;28 0];\r\npxy=[0 20;20 0;20 40;40 20];\r\nmseg=[1 2;1 3;2 4;3 4];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 15\r\nepsilon=1250;\r\nhxy=[15 0;35 20;20 44;0 24;15 0];\r\npxy=[0 20;20 0;20 40;40 20;49 45];\r\nmseg=[1 2;1 3;2 4;3 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 20\r\n% nh 5  np 6\r\nepsilon=4757;\r\nhxy=[20 0;62 39;41 56;20 40;0 20;20 0];\r\npxy=[20 12;0 32;46 1;26 21;67 17;46 0];\r\nmseg=[1 2;1 3;2 4;3 4;3 5;4 6;5 6];\r\n\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 25\r\n% nh 6  np 7\r\nepsilon=16310;\r\nhxy=[0 20;28 0;55 61;40 96;7 91;0 54;0 20];\r\npxy=[18 2;52 0;16 11;0 31;37 31;47 24;14 5];\r\nmseg=[1 2;1 4;1 5;2 3;2 5;3 6;4 5;5 7;6 7];\r\n\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 26\r\nepsilon=15671;\r\nhxy=[17 17;46 0;76 17;80 51;26 65;0 46;17 17];\r\npxy=[64 0;34 15;53 30;53 43;19 45;34 14;0 12];\r\nmseg=[1 2;1 3;2 4;2 5;3 5;3 7;4 5;4 6;5 6;5 7;6 7];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 39\r\nepsilon=20037;\r\nhxy=[5 7;39 0;59 33;56 76;45 110;6 111;0 73;0 39;5 7];\r\npxy=[4 8;6 42;23 34;37 19;35 23;16 0;5 42;38 56;0 35];\r\nmseg=[1 2;1 3;1 5;2 4;2 5;3 6;4 7;5 8;5 9;6 9;7 8;8 9];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 47  75% of hole edges not covered in solution. All hole vertices covered.\r\n% possible method force longest fig segment onto pair hole vertices then perms\r\n% brute force processing will take 180 seconds so not part of this cody challenge\r\nepsilon=41323;\r\nhxy=[6 14;36 19;40 17;69 0;79 21;41 36;36 33;16 44;7 34;0 28;6 14];\r\npxy=[0 11;1 85;8 56;11 0;14 45;14 59;14 88;30 37;30 56;56 85;67 64];\r\nmseg=[1 4;4 8;8 5;5 1;8 11;11 10;10 9;9 8;5 6;6 9;9 7;7 2;2 6;6 3;3 5];\r\ntoc","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-21T13:12:20.000Z","updated_at":"2021-07-21T19:14:23.000Z","published_at":"2021-07-21T19:14:23.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"201\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"208\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 12, 15, 20, 25, 26, and 39 according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. ICFP problem 47 is of this form but with 10 hole vertices a brute force method may take 180 seconds so this will be a separate challenge.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_nPeqnH1(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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Hole-In-Wall: Solve Problem 47,   Score=0, Figure Vertices 11,  Hole Vertices 10","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey. A final solution is shown to aid in programming. \r\nThis Challenge is to solve ICFP problems 47 according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. Brute force of  problem 47 may take 180 seconds due to the 10 hole vertices.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_ICFP047(hxy, pxy, mseg, epsilon)  \r\nThis challenge requires a Score of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one. One method would be to reduce the nchoosek to force the longest figure segment to fit across a pair of hole vertices.  This problem with its solution shown shows that a recursive point to available hole vertices could be a more general solution.\r\nThe function template includes routines to read ICFP problem files and to write ICFP solution files.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 775px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 387.5px; transform-origin: 407px 387.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 8.05px; transform-origin: 14px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 8.05px; transform-origin: 146.65px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 8.05px; transform-origin: 29.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 8.05px; transform-origin: 1.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 283px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 141.5px; text-align: left; transform-origin: 384px 141.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.9px 8.05px; transform-origin: 379.9px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. A final solution is shown to aid in programming. \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: top;width: 541px;height: 262px\" 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\" data-image-state=\"image-loaded\" width=\"541\" height=\"262\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 191.767px 8.05px; transform-origin: 191.767px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 47 according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 138.367px 8.05px; transform-origin: 138.367px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. Brute force of  problem 47 may take 180 seconds due to the 10 hole vertices.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8.05px; transform-origin: 384px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250.1px 8.05px; transform-origin: 250.1px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 152.783px 8.05px; transform-origin: 152.783px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_ICFP047(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 8.05px; transform-origin: 3.88333px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8.05px; transform-origin: 384px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge requires a Score of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one. One method would be to reduce the nchoosek to force the longest figure segment to fit across a pair of hole vertices.  This problem with its solution shown shows that a recursive point to available hole vertices could be a more general solution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303.4px 8.05px; transform-origin: 303.4px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 8.05px; transform-origin: 375.883px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 8.05px; transform-origin: 42.7833px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 8.05px; transform-origin: 256.35px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_ICFP047(hxy,pxy,mseg,epsilon)\r\n%Problem 47 shows potential for recursion but a brute force with reduction can quickly solve\r\n% nH equals nP-1 and Score=0 optimally, nH is before repeating row 1\r\n% Since Score=0 then all hole vertices are covered. \r\n% Know that only 1 figure vertex not on a hole vertex\r\n% Assume that the longest segment spans two hole vertices not necessarily sequential hole nodes\r\n% Identify longest segment and associated hole vertices\r\n% Try all permutations of nchoosek(1:nP,nP-1) after reduced by Long segment nodes and hole nodes \r\n% Verify segments where both nodes are in nck set are correct length\r\n% For unselected vertex find all segments containing and create valid pt sets\r\n% for each segment constraint.  Find point common to all constraint sets\r\n\r\n npxy=pxy;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,nseg,1);\r\n %hplot3(hxy,npxy,mseg,nseg,3,msegMM);\r\n %hplot4(hxy,npxy,mseg,nseg,4,msegMM);\r\n \r\n hxy1=hxy(1:end-1,:);\r\n np=size(npxy,1); %\r\n vpn=zeros(np,1);\r\n pnchk=nchoosek(1:np,np-1);\r\n \r\n % Note:  ***  Indicates line was changed from working program\r\n ptrLseg=find(msegMM(:,2)==0,1,'first'); % ***  Find max L segment\r\n nodesL=mseg(ptrLseg,:);  % figure nodes of longest figure segment\r\n nodesLMM=msegMM(ptrLseg,:); % Min and Max of selected long figure segment\r\n found=0;\r\n nh=size(hxy,1);\r\n for hi=1:nh-2  % search all hole vertices hi to hj that matches long figure segment\r\n  for hj=hi+1:nh-1\r\n   if prod([0 0])\u003c=0 % ***   Find pair of valid hole vertices\r\n    found=1;\r\n    break;\r\n   end\r\n  end %hj nh\r\n  if found,break;end\r\n end %hi nh\r\n % hi,hj Hole indices that are nodes that fit longest segment\r\n % that will need to be either of nodesL\r\n \r\n % remove nchoosek vectors that omit the long segment of nodesL\r\n pnchkval=sum([0 0],2)\u003e1; % ***\r\n pnchk=pnchk(pnchkval,:);\r\n Lpnchk=size(pnchk,1); % Length of final nchoosek matrix\r\n \r\n mperms=perms(1:np-1); % fast repetitve perms method, create a mapping array\r\n for ipnchk=1:Lpnchk %subset of figure vertices to place onto hole vertices\r\n  vpnchk=pnchk(ipnchk,:);\r\n  phset=vpnchk(mperms); \r\n  % remove matrix rows that lack nodesL in hi,hj columns\r\n  % Massive reduction in phset matrix \r\n  permvalid=phset(:,hi)==0 | phset(:,hi)==0; % ***   match nodesL\r\n  phset=phset(permvalid,:);\r\n  permvalid=phset(:,hj)==0 | phset(:,hj)==0; % ***   match nodesL\r\n  phset=phset(permvalid,:); % Final reduced permutation set that must have nodesL in cols hi,hj\r\n  \r\n  nphset=size(phset,1); % greatly reduced from 10! for each nchoosek vector\r\n \r\n  for i=1:nphset\r\n   npxy=npxy*0;\r\n   vphset=phset(i,:); \r\n   npxy(vphset,:)=hxy1; % load hole vertices into figure vertex matrix, one row is [0 0] unset\r\n   vpn=0*vpn;\r\n   vpn(vphset)=1; % vpn is vector that indicates used figure vertices\r\n   fail=0;\r\n   for segptr=1:nseg\r\n    if prod(vpn(mseg(segptr,:)))\r\n     L2seg=sum((npxy(mseg(segptr,1),:)-npxy(mseg(segptr,2),:)).^2);\r\n     if prod([0 0])\u003e0  % *** Verify L2seg is valid length squared\r\n      fail=1;\r\n      break;\r\n     end\r\n    end\r\n   end\r\n   if fail,continue;end %length of subset placed vertices placed on hole ver failed\r\n   %Hole Points covered. Have 1 free point to place constrained by its segments\r\n   node=find(vpn==0); % Free node to place\r\n  \r\n   cptr=1;\r\n   for fseg=1:nseg\r\n    if prod(vpn(mseg(fseg,:))),continue;end % Both seg vertices placed\r\n    MM=msegMM(fseg,:);  % Create [Min Max] vector\r\n    Node2=mseg(fseg,:);\r\n    Node2(Node2==node)=[]; % Reduce Node2 to a single value of the set vertex\r\n    \r\n    if cptr==1 % create an initial list of all in range and then inpolygon\r\n     Lmm=ceil(MM(2)^.5);\r\n     dmap=(0:Lmm).^2;\r\n     dmap=repmat(dmap,Lmm+1,1);\r\n     dmap=dmap+dmap'; % Create a 2D map of distance squared from [0,0]. dmap(1,1) is [0,0]\r\n     % This 2D map is of the Positive XY quadrant.  The goal will be to find  all valid [dx dy]\r\n     dmap(dmap\u003cMM(1))=0; % Remove Points less than Min Seg length\r\n     dmap(1,:)=0; % ***      Remove Points greater than Max Seg length\r\n     [dx,dy]=find(dmap);\r\n     dx=dx-1; dy=dy-1; % remove 1,1 offset from grid\r\n     dxy=[dx dy;dx -dy;-dx dy;-dx -dy];% Create all valid deltas by symmetry about [0,0]\r\n     mxy=dxy+npxy(Node2,:);% Create matrix of all points in the valid region\r\n     % remove negatives from hole comparison as hole is all positive\r\n     mxy=mxy(mxy(:,1)\u003e=0,:); %         Speed option remove all points with neg x values\r\n     mxy=mxy(1,:);           % ***     Speed option remove all points with neg y values\r\n     in=inpolygon(mxy(:,1),mxy(:,2),hxy(:,1),hxy(:,2));\r\n     mxy=mxy(in,:); %    reduce to in-hole points\r\n     cptr=2;\r\n    else % test points from m for additional new fseg constraint and prune\r\n     Lmxy=size(mxy,1);\r\n     vmxy=ones(Lmxy,1); % Valid mxy vector\r\n     for ptrmxy=1:Lmxy\r\n      d2=sum((mxy(ptrmxy,:)-npxy(Node2,:)).^2); % Calc dist squared from mxy to Node2\r\n      if d2\u003cMM(1),vmxy(ptrmxy)=0;end %   clear vmxy for too short\r\n      if d2\u003eMM(2),vmxy(ptrmxy)=0;end %   clear vmxy for too long\r\n     end\r\n     mxy=mxy(vmxy\u003e0,:);\r\n     if isempty(mxy) %If no points left in mxy then vertex could not reach from set nodes\r\n      fail=1;\r\n      break;\r\n     end\r\n    end % cptr==1\r\n   end % fseg 1:nseg\r\n   if fail,continue;end\r\n   \r\n   npxy(node,:)=mxy(1,:); % solution found  are all valid??? Possible seg fail\r\n   \r\n   fprintf('Solution found\\n');\r\n   %hplot4(hxy,npxy,mseg,nseg,4,msegMM);\r\n   return;\r\n       \r\n  end % nphset\r\n end % ipnchk\r\n \r\n fprintf('No solution found\\n');\r\nend %Solve_ICFP047\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n\r\n%These routines can be used to read ICFP problems, write ICFP text file, and visualize the data\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  fid=fopen([num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n% function write_submission(npxy,pid)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission\r\n%  fprintf('{\"vertices\": [');\r\n%  fprintf(fid,'{\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end\r\n\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n\r\n\r\n","test_suite":"%%\r\n% ICFP Problem  47  \r\n% 75% of hole edges not covered in solution. All hole vertices covered.\r\n% possible method force longest fig segment onto pair hole vertices then perms\r\n% brute force processing will take 180 seconds so not part of this cody challenge\r\ntic\r\n% ICFP Problem Id 47\r\n% nh 10  np 11\r\nepsilon=41323;\r\nhxy=[6 14;36 19;40 17;69 0;79 21;41 36;36 33;16 44;7 34;0 28;6 14];\r\npxy=[0 11;1 85;8 56;11 0;14 45;14 59;14 88;30 37;30 56;56 85;67 64];\r\nmseg=[1 4;4 8;8 5;5 1;8 11;11 10;10 9;9 8;5 6;6 9;9 7;7 2;2 6;6 3;3 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_ICFP047(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\ntoc\r\nassert(isequal(valid,1))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-21T17:55:33.000Z","updated_at":"2021-07-22T01:54:06.000Z","published_at":"2021-07-22T01:54:06.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. A final solution is shown to aid in programming. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"262\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"541\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"top\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 47 according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. Brute force of  problem 47 may take 180 seconds due to the 10 hole vertices.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_ICFP047(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge requires a Score of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one. One method would be to reduce the nchoosek to force the longest figure segment to fit across a pair of hole vertices.  This problem with its solution shown shows that a recursive point to available hole vertices could be a more general solution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52427,"title":"ICFP2021 Hole-In-Wall: Solve Problem 4, Score=0, Bonus GLOBALIST assumed","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey. The starting node/seg map to show guesses. \r\nThis Challenge is to solve ICFP problems 4 assuming the Bonus from Problem 57 of GLOBALIST is enabled according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. The GLOBALIST bonus allows individual segments to be over stretch/compressed as long as the total stretch delta per the Specification is not excessive.  The next Challenge will be to solve Problem 57 using recursion to unlock GLOBALIST for problem 4.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) GLOBALIST:sum lengths squared of npxy segments normalized are under pxy segments within an allowed epsilon, sum(abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1))\u003c= Edges*epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_ICFP004(hxy, pxy, mseg, epsilon)  \r\nThis challenge requires a Score of zero. A starting set of nodes to place on holes is provided along with a suggestion of Segments to stretch.  One method is to anneal the points until lengths match the revised maximums. Annealing employs random point movement until a condition is met.  Protections against INF loops are required as annealing may get stuck.\r\nThe function template includes routines to read ICFP problem files, write ICFP solution files using Bonuses, and plots.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 922px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 461px; transform-origin: 407px 461px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 148.5px 8px; transform-origin: 148.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 30.5px 8px; transform-origin: 30.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379px 8px; transform-origin: 379px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. The starting node/seg map to show guesses. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 168px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 84px; text-align: left; transform-origin: 384px 84px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.5px 8px; transform-origin: 381.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 4 assuming the Bonus from Problem 57 of GLOBALIST is enabled according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 332px 8px; transform-origin: 332px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. The GLOBALIST bonus allows individual segments to be over stretch/compressed as long as the total stretch delta per the Specification is not excessive.  The next Challenge will be to solve Problem 57 using recursion to unlock GLOBALIST for problem 4.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374.5px 8px; transform-origin: 374.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) GLOBALIST:sum lengths squared of npxy segments normalized are under pxy segments within an allowed epsilon, sum(abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1))\u0026lt;= Edges*epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 253px 8px; transform-origin: 253px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 157.5px 8px; transform-origin: 157.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_ICFP004(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge requires a Score of zero. A starting set of nodes to place on holes is provided along with a suggestion of Segments to stretch.  One method is to anneal the points until lengths match the revised maximums. Annealing employs random point movement until a condition is met.  Protections against INF loops are required as annealing may get stuck.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 368.5px 8px; transform-origin: 368.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files, write ICFP solution files using Bonuses, and plots.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 43.5px 8px; transform-origin: 43.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 259px 8px; transform-origin: 259px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 358px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 179px; text-align: left; transform-origin: 384px 179px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: top;width: 776px;height: 358px\" 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\" data-image-state=\"image-loaded\" width=\"776\" height=\"358\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_ICFP004(hxy,pxy,mseg,epsilon)\r\n% Annealing Solver with Gloabalist Bonus tweak\r\n% Create list of nodes that are placed on hole nodes\r\n% Adjust Segment Max lengths for select segments\r\n% Place hole vertex values into npxy array\r\n% npxy values outside hole are randomly placed inside hole\r\n% as all jiggles are checked for staying in hole\r\n% This routine lacks edge crossing check\r\n% Infinite jiggle traps exist so iterations are limited followed\r\n% by node being randomly placed\r\n% Anneal by moving selected node to/away from goal node with\r\n% directional randomness eg to Bottom Right [1 1;1 0;0 1\r\n% to Top Left the move options would be [-1 -1;-1 0;0 -1]\r\n\r\n npxy=pxy;\r\n np=size(npxy,1); % figure/pose vertices\r\n nhp1=size(hxy,1); % hole vertices\r\n nh=nhp1-1;\r\n nseg=size(mseg,1);\r\n \r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n\r\n%By inspection assign these nodes to the hole vertices. See Challenge page Figure \r\n%Revise msegMM for Bonus Stretch of Problem 4\r\n  msegMM([9 46],2)=20*20; % Fit segs 9 and 46 to hole\r\n  msegMM(49,2)=2*msegMM(49,2); %Allow Extend seg 49\r\n  msegMM(50,2)=2*msegMM(50,2); %Allow extend seg 50\r\n%starting at top left\r\n  p2hEdge=[7 27 16 35 42 41 38 23 12 6 5]'; %Assign nodes to hole vertices\r\n  npxy(p2hEdge,:)=hxy(1:nh,:);\r\n \r\n %hplot(hxy,pxy,mseg,nseg,1);\r\n %hplot3(hxy,npxy,mseg,nseg,3,msegMM);\r\n %pause(0.01)\r\n \r\n %Create a simple matrix for indexing in hole positions\r\n %Simple vector calculations determines good/bad node\r\n %May need a -1 check for x or y\r\n xhmax=max(hxy(:,1)); %hole node 0:79 thus 80 47 mod by xchmax\r\n xhmax1=xhmax+1;\r\n yhmax=max(hxy(:,2)); %[x,y]*[1;80]+1 to make in-index\r\n %[x,y]*[1;xhmax+1]+1\r\n dmap=ones(xhmax+1,yhmax+1); % x=column, y=row  hxy(col=x,row=y)\r\n [dx,dy]=find(dmap); %in vector TL2BR across figures L2R,T2B\r\n dxy=[dx dy]-1;\r\n in=inpolygon(dxy(:,1),dxy(:,2),hxy(:,1),hxy(:,2));\r\n hdxy=dxy(:,1)\u003c0; % make logical hdxy of entire board\r\n hdxy(in,:)=1; % [0,0] maps to 1, [1,0] is 2, [79,0] is 80,\r\n %hdxy holds oversized hole map\r\n phdxy=find(hdxy); % Pointer to all in-hole nodes\r\n Lphdxy=nnz(phdxy); % used for outside hole and infinite loops\r\n % new_xy=dxy(phdxy(randi(Lphdxy)),:);\r\n \r\n fprintf('IN-Hole Nodes:%i  HoleV:%i FigV:%i\\n',nnz(hdxy),nh,np);\r\n  \r\n %Problem 4 Solution format in JSON using Bonus from Problem 57\r\n %{\"bonuses\":[{\"bonus\":\"GLOBALIST\",\"problem\":57}],\r\n %\"vertices\": [[0,0],[0,0],[0,0],[0,0],[5,50],[30,70],[0,0],\r\n %...,[73,45]]}\r\n\r\n% ICFP Problem Id 4\r\n% nh 11  np 43 nseg 50\r\n% epsilon=200000;\r\n% hxy=[5 5;35 15;65 15;95 5;95 50;70 70;70 90;50 95;30 90;30 70;\r\n%      5 50;5 5];\r\n% pxy=[10 10;10 25;10 35;15  5;15 30;20 50;30  5;30 30;30 35;30 50;\r\n%      30 55;30 65;35 45;35 60;40  5;40 20;40 30;40 45;40 60;40 80;\r\n%      45 50;45 55;50 95;55 20;55 50;55 55;60  5;60 30;60 35;60 45;\r\n%      60 60;60 80;65 45;65 60;70  5;70 50;70 55;70 65;80 30;80 35;\r\n%      80 50;90 5;90 35];\r\n% mseg=[23 32;32 20;20 23;32 38;38 12;12 20;12 6;38 41;11 10;10 13;13 18;18 21;21 22;22 19;19 14;14 11;34 37;37 36;36 33;33 30;30 25;25 26;26 31;31 34;6 3;43 41;41 36;25 21;10 6;7 4;4 1;1 2;2 5;5 8;15 16;16 17;17 28;28 24;24 27;27 15;16 24;42 39;39 35;8 9;28 29;39 40;43 40;40 29;29 9;9 3];\r\n%Cody mseg cleaned and sorted\r\n%mseg=[1 2;1 4;2 5;3 6;3 9;4 7;5 8;6 10;6 12;8 9;9 29;10 11;10 13;11 14;12 20;12 38;13 18;14 19;15 16;15 27;16 17;16 24;17 28;18 21;19 22;20 23;20 32;21 22;21 25;23 32;24 27;24 28;25 26;25 30;26 31;28 29;29 40;30 33;31 34;32 38;33 36;34 37;35 39;36 37;36 41;38 41;39 40;39 42;40 43;41 43];\r\n  \r\n%  hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%  pause(0.1);\r\n  \r\n  pstatus=zeros(np,1); %Status 0/1/2/3=Final, nseg attached, \r\n  pstatus(p2hEdge,1)=3; % Assign as Fixed node status\r\n  \r\n  %Find all nodes outside hole and randomly place inside\r\n  % should prioitize these but not implemented.\r\n  \r\n  %Find all segments with issues\r\n  %Grab all nodes of problem segments\r\n  %remove nodes that are pstatus==3\r\n  nodechk=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\n  %Find all nodes that are outside hole and randomly place in-hole\r\n  for i=find(~nodechk)'\r\n   npxy(i,:)=[0 0]; %    *****  Line changed from working program  *****\r\n  end\r\n  \r\n  ztic=tic; % while timer\r\n  iter=0; % purely informational\r\n  badnodes=zeros(1,np);\r\n  %Hole intersect check not required for Problem 4 with given Starts\r\n  while toc(ztic)\u003c10 % repeat until anneal solves, should be quick usually \u003c 1.2s\r\n   iter=iter+1; %Tracking number of anneal iterations for info only\r\n   segchk=ones(nseg,1);\r\n   for i=1:nseg % Find bad segments to identify nodes to jiggle\r\n    segchk(i)=prod(msegMM(i,:)-dist2(npxy(mseg(i,1),:),npxy(mseg(i,2),:)) )\u003e0;\r\n   end\r\n   segnodes=mseg(find(segchk),:);\r\n   badnodes(segnodes(:))=1;\r\n   badnodes(pstatus(:,1)==3)=0; %Remove placed nodes from bad list\r\n  \r\n   if nnz(badnodes)==0  % If no badnodes then problem solved\r\n%    hplot3(hxy,npxy,mseg,nseg,4,msegMM); % hplot3 exists below for out of cody usage\r\n   \r\n    vLB2=sum((pxy(mseg(:,1),:)-pxy(mseg(:,2),:)).^2,2); %Method to evaluate GLOBALIST function\r\n    vLN2=sum((npxy(mseg(:,1),:)-npxy(mseg(:,2),:)).^2,2);\r\n    ET=epsilon*nseg/1e6;\r\n    ETseg=[[1:nseg]' mseg vLB2 vLN2 vLN2./vLB2 abs(vLN2./vLB2-1)]; % Info table\r\n%    fprintf('%2i %2i %2i  %4i  %4i   %.3f   %.3f\\n',ETseg')\r\n    fprintf('Cody ET Performance: ET Lim:%.3f  Current ET:%.3f\\n',ET,sum(ETseg(:,end)));\r\n   \r\n    fprintf('Solution found in %i iterations,  %.1fs\\n',iter,toc(ztic));\r\n   \r\n%    pause(0.1);\r\n    return; % No bad nodes , return the solution has been found\r\n   end\r\n  \r\n   setbn=find(badnodes);\r\n   %Perfom jiggle on randomized bad nodes\r\n   for jptr= 0                          % *****  Line changed from working program  *****\r\n    jxy=npxy(jptr,:);\r\n   \r\n    jsegs=[find(mseg(:,1)==jptr);find(mseg(:,2)==jptr)];\r\n    Ljsegs=size(jsegs,1);\r\n    jsegnodes=sum(mseg(jsegs,:)-jptr,2)+jptr;\r\n    jsegxy=npxy(jsegnodes,:);\r\n    \r\n   vjsegs=jsegs*0; %1 is valid\r\n   for i=1:Ljsegs\r\n    vjsegs(i)=prod(msegMM(jsegs(i),:)-sum((jxy-jsegxy(i,:)).^2))\u003c=0;\r\n   end\r\n   if nnz(vjsegs==0)==0\r\n    continue; % can this be reached?  if outside hole placement occurs to good/good\r\n   end % ALL Valid\r\n   \r\n   for i=1:Ljsegs\r\n    if vjsegs(i),continue;end % original length okay \r\n    \r\n     subiter=0; %Break out of jiggle inf loop\r\n    if sum((jxy-jsegxy(i,:)).^2)\u003emsegMM(jsegs(i),2) %too long\r\n     %Perform rand pick of 3 moves until no longer too long\r\n     while sum((jxy-jsegxy(i,:)).^2)\u003emsegMM(jsegs(i),2)\r\n    % Create quadrant directed approach jiggle\r\n      deltaxy=-sign(jxy-jsegxy(i,:)).*[1 1;0 1;1 0];\r\n      if sum(abs(deltaxy(:,1)))==0 % avoid linear inf loop\r\n       deltaxy(:,1)=[0 0 0];  % *****  Line changed from working program  *****\r\n      elseif sum(abs(deltaxy(:,2)))==0\r\n       deltaxy(:,2)=[0 0 0];  % *****  Line changed from working program  *****\r\n      end\r\n      \r\n      % add a random directed deltaxy\r\n      tjxy=jxy+[0 0];          % *****  Line changed from working program  *****\r\n      if ~hdxy(tjxy*[1;xhmax1]+1) %Banging thru wall\r\n       subiter=subiter+1; % Break out of infinite loop       \r\n       if subiter\u003e10\r\n        subiter=0;\r\n        %Place node at random in-hole\r\n        jxy=[0 0];           %  *****  Line changed from working program  *****\r\n        npxy(jptr,:)=jxy;\r\n%       hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%       pause(0.1); \r\n       end\r\n       continue;\r\n      end % stepped out of hole\r\n      jxy=tjxy; % random move in direction goal node\r\n      npxy(jptr,:)=jxy;\r\n       %hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n       %pause(0.1);\r\n     end % while too long\r\n     \r\n    else % must be too short, Push away\r\n     %Perform rand pick of 3 moves until no longer too short\r\n     while sum((jxy-jsegxy(i,:)).^2)\u003cmsegMM(jsegs(i),1)\r\n      deltaxy=sign(jxy-jsegxy(i,:)).*[1 1;0 1;1 0]; %mov deltas\r\n    % Create quadrant directed push away jiggle\r\n      if sum(abs(deltaxy(:,1)))==0 % avoid linear inf loop, no 0 0 move\r\n       deltaxy(:,1)=[0 -1 1];\r\n      elseif sum(abs(deltaxy(:,2)))==0\r\n       deltaxy(:,2)=[0 -1 1];\r\n      end\r\n      \r\n      tjxy=jxy+deltaxy(randi(3),:); % Randomize selection\r\n      if ~hdxy(tjxy*[1;xhmax1]+1) %check jiggle goes outside hole\r\n       subiter=subiter+1; % Break out of locked position\r\n       %Pushing a node into a corner can create inf loop when\r\n       %using directed quadrant push\r\n       if subiter\u003e10\r\n        subiter=0;\r\n        jxy=dxy(phdxy(randi(Lphdxy)),:);  %Place node at random in-hole\r\n        npxy(jptr,:)=jxy;\r\n%       hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%       pause(0.1);\r\n       end\r\n       continue;\r\n      end % stepped out of hole\r\n      jxy=tjxy; % random move in direction goal node\r\n      npxy(jptr,:)=jxy;\r\n       %hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n       %pause(0.1);    \r\n     end % while too short\r\n    \r\n    end %  if Long or Short msegMM\r\n    break; %perform jiggle on only first Lseg  (need to randomize?)\r\n   end % i Ljsegs\r\n  \r\n  end % jptr\r\n   badnodes=badnodes*0; % reset badnodes   \r\n%      hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%      pause(0.1);\r\n  end % while 1\r\n  \r\nend %Solve_ICFP004\r\n\r\nfunction d2=dist2(a,b)\r\n% distance squared a-matrix to b-vector \r\n d2=sum((a-b).^2,2);\r\nend %dist2\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  path='D:\\Users\\oglraz\\Documents\\MATLAB\\ICFP\\2021_Hole\\all_problems';\r\n%  fid=fopen([path '\\' num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n%Problem 4 JSON\r\n %{\"bonuses\":[{\"bonus\":\"BREAK_A_LEG\",\"problem\":63,\"position\":[95,26]},\r\n %{\"bonus\":\"BREAK_A_LEG\",\"problem\":92,\"position\":[5,32]}],\r\n %\"hole\":[[5,5],[35,15],[65,15],[95,5],[95,50],[70,70],[70,90],[50,95],\r\n %[30,90],[30,70],[5,50]],\"epsilon\":200000,\"figure\":{\r\n %\"edges\":[[22,31],[31,19],[19,22],[31,37],[37,11],[11,19],[11,5],\r\n %[37,40],[10,9],[9,12],[12,17],[17,20],[20,21],[21,18],[18,13],\r\n %[13,10],[33,36],[36,35],[35,32],[32,29],[29,24],[24,25],[25,30],\r\n %[30,33],[5,2],[42,40],[40,35],[24,20],[9,5],[6,3],[3,0],[0,1],[1,4],\r\n %[4,7],[14,15],[15,16],[16,27],[27,23],[23,26],[26,14],[15,23],[41,38],\r\n %[38,34],[7,8],[27,28],[38,39],[42,39],[39,28],[28,8],[8,2]],\r\n %\"vertices\":[[10,10],[10,25],[10,35],[15,5],[15,30],[20,50],[30,5],\r\n %[30,30],[30,35],[30,50],[30,55],[30,65],[35,45],[35,60],[40,5],[40,20],\r\n %[40,30],[40,45],[40,60],[40,80],[45,50],[45,55],[50,95],[55,20],\r\n %[55,50],[55,55],[60,5],[60,30],[60,35],[60,45],[60,60],[60,80],\r\n %[65,45],[65,60],[70,5],[70,50],[70,55],[70,65],[80,30],[80,35],\r\n %[80,50],[90,5],[90,35]]}}\r\n\r\n% function write_bonus_submission(npxy,pid,bonus_type,bonus_prob)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  %fn=['zH' datestr(now,'yyyymmdd_HHMMSS') '.html'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission with a bonus\r\n%  fprintf('{\"bonuses\":[{\"bonus\":\"%s\",\"problem\":%s}],',bonus_type,num2str(bonus_prob));\r\n%  fprintf(fid,'{\"bonuses\":[{\"bonus\":\"%s\",\"problem\":%s}],',bonus_type,num2str(bonus_prob));\r\n%  fprintf('\"vertices\": [');\r\n%  fprintf(fid,'\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end %write_submission_bonus\r\n% \r\n% \r\n% \r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n%end % hplot3\r\n\r\n","test_suite":"%%\r\n% ICFP Problem  4  \r\n% Assume that globalist bonus is enabled so the strict edge lengths are not required\r\n%\r\n%Problem 4 Solution format in JSON using Bonus from Problem 57\r\n%{\"bonuses\":[{\"bonus\":\"GLOBALIST\",\"problem\":57}],\r\n%\"vertices\": [[0,0],[0,0],[0,0],[0,0],[5,50],[30,70],[0,0],\r\n%...,[73,45]]}\r\ntic\r\n% ICFP Problem Id 4\r\n% nh 11  np 43 nseg 50\r\nepsilon=200000;\r\nhxy=[5 5;35 15;65 15;95 5;95 50;70 70;70 90;50 95;30 90;30 70;5 50;5 5];\r\npxy=[10 10;10 25;10 35;15 5;15 30;20 50;30 5;30 30;30 35;30 50;30 55;30 65;35 45;35 60;40 5;40 20;40 30;40 45;40 60;40 80;45 50;45 55;50 95;55 20;55 50;55 55;60 5;60 30;60 35;60 45;60 60;60 80;65 45;65 60;70 5;70 50;70 55;70 65;80 30;80 35;80 50;90 5;90 35];\r\nmseg=[1 2;1 4;2 5;3 6;3 9;4 7;5 8;6 10;6 12;8  9;9 29;10 11;10 13;11 14;12 20;12 38;13 18;14 19;15 16;15 27;16 17;16 24;17 28;18 21;19 22;20 23;20 32;21 22;21 25;23 32;24 27;24 28;25 26;25 30;26 31;28 29;29 40;30 33;31 34;32 38;33 36;34 37;35 39;36 37;36 41;38 41;39 40;39 42;40 43;41 43];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_ICFP004(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\n\r\nvLB2=sum((pxy(mseg(:,1),:)-pxy(mseg(:,2),:)).^2,2); % Base seg d2\r\nvLN2=sum((npxy(mseg(:,1),:)-npxy(mseg(:,2),:)).^2,2); % New seg d2\r\nET=epsilon*nseg/1e6; %Total allowed stretch  10.00\r\nETseg=abs(vLN2./vLB2-1);\r\nETP=sum(ETseg);\r\nvalid=valid*(ETP\u003c=ET);\r\n\r\nfprintf('ET Lim:%.3f  Current ET:%.3f\\n',ET,ETP);\r\nfprintf('%i %i\\n',npxy');\r\ntoc\r\nassert(isequal(valid,1))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2022-09-13T15:37:03.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-08-05T03:23:08.000Z","updated_at":"2022-09-13T15:37:03.000Z","published_at":"2021-08-05T04:53:23.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. The starting node/seg map to show guesses. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 4 assuming the Bonus from Problem 57 of GLOBALIST is enabled according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. The GLOBALIST bonus allows individual segments to be over stretch/compressed as long as the total stretch delta per the Specification is not excessive.  The next Challenge will be to solve Problem 57 using recursion to unlock GLOBALIST for problem 4.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) GLOBALIST:sum lengths squared of npxy segments normalized are under pxy segments within an allowed epsilon, sum(abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1))\u0026lt;= Edges*epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_ICFP004(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge requires a Score of zero. A starting set of nodes to place on holes is provided along with a suggestion of Segments to stretch.  One method is to anneal the points until lengths match the revised maximums. Annealing employs random point movement until a condition is met.  Protections against INF loops are required as annealing may get stuck.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files, write ICFP solution files using Bonuses, and plots.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"358\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"776\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"top\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58429,"title":"ICFP 2022 - RoboPaint Swaps","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/19/23.\r\nThe final round of the contest gave a Baseline png with a matrix of pointers to the blocks giving their regions.\r\nIn the contest the leaders tossed the Baseline images as the Swapping function cost was too high, 3*100 per swap thus 30K for this case. Sawicki, aka FrictionlessBananas, scored 15K including 10K for img delta on puzzle 28.\r\nThis challenge is to recreate the Goal.png,[m,n,3] matrix,G, from a Baseline.png matrix,B that is broken into 100 square blocks [40,40] with indices 1:100 where 1:10 is left side and 91:100 is the right side.\r\nThe output is an Nx2 matrix for swapping blocks [from to] with N\u003c100. Thus [1 100] would swap the Top Left with Bottom Right block.\r\nG B\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 620.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 310.25px; transform-origin: 407px 310.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/19/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 341.5px 8px; transform-origin: 341.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe final round of the contest gave a Baseline png with a matrix of pointers to the blocks giving their regions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 376.5px 8px; transform-origin: 376.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIn the contest the leaders tossed the Baseline images as the Swapping function cost was too high, 3*100 per swap thus 30K for this case. Sawicki, aka FrictionlessBananas, scored 15K including 10K for img delta on puzzle 28.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 376.5px 8px; transform-origin: 376.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to recreate the Goal.png,[m,n,3] matrix,G, from a Baseline.png matrix,B that is broken into 100 square blocks [40,40] with indices 1:100 where 1:10 is left side and 91:100 is the right side.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.5px 8px; transform-origin: 375.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output is an Nx2 matrix for swapping blocks [from to] with N\u0026lt;100. Thus [1 100] would swap the Top Left with Bottom Right block.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 305.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 152.75px; text-align: left; transform-origin: 384px 152.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 5.5px 8px; transform-origin: 5.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eG\u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 300px;height: 300px\" 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\" 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data-image-state=\"image-loaded\" width=\"300\" height=\"300\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function swaps=ICFP2022_Swap(G,B,blkrrcc);\r\n% G Goal png [400,400,3] uint8\r\n% B Baseline  png, Created by scrambling 100 40x40 blocks of G\r\n% blkrrcc is [100 4] matrix of block corners [Toprow Botrow Lcol Rcol], [1 40 1 40] is blk 1\r\n%Output: swaps is to be an [N,2] matrix with N\u003c100 detailing block swap sequence\r\n  swaps=[];\r\n% 1: Map the Gidx for every Bidx\r\n% 2: Create swaps sequence\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n%16.png\r\n% G=webread(url); urlwrite(url,fname) then imread\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1sG3ycW-cUw3UgO1n0FpEAOTvZzS5tDgW');\r\n\r\n %Create Block Map: TopRow BotRow LeftCol RightCol\r\n blkbase=[1:40:400; 40:40:400; ones(1,10); 40*ones(1,10)]';\r\n blkrrcc=blkbase;\r\n for i=1:9\r\n  blkrrcc=[blkrrcc; [blkbase(:,1:2) blkbase(:,3:4)+40*i] ];\r\n end\r\n %Perform Scramble\r\n rv=rand(100,1);\r\n [rva,ridx]=sort(rv); % ridx is randomized 1:100\r\n \r\n B=G; %B is Base array, a blocked scramble of G the Goal\r\n for i=1:100\r\n  B(blkrrcc(i,1):blkrrcc(i,2),blkrrcc(i,3):blkrrcc(i,4),:)= ...\r\n  G(blkrrcc(ridx(i),1):blkrrcc(ridx(i),2),blkrrcc(ridx(i),3):blkrrcc(ridx(i),4),:);\r\n end\r\n\r\n swaps=ICFP2022_Swap(G,B,blkrrcc);\r\n \r\n fprintf('Swaps:%i\\n',size(swaps,1));\r\n swaps\r\n \r\n if size(swaps,1)\u003c100  %Process swaps\r\n  for i=1:size(swaps,1)\r\n   bf=swaps(i,1); % From\r\n   b2=swaps(i,2); % To\r\n   temp= B(blkrrcc(b2,1):blkrrcc(b2,2),blkrrcc(b2,3):blkrrcc(b2,4),:);\r\n   B(blkrrcc(b2,1):blkrrcc(b2,2),blkrrcc(b2,3):blkrrcc(b2,4),:)= ...\r\n     B(blkrrcc(bf,1):blkrrcc(bf,2),blkrrcc(bf,3):blkrrcc(bf,4),:);\r\n   B(blkrrcc(bf,1):blkrrcc(bf,2),blkrrcc(bf,3):blkrrcc(bf,4),:)=temp;\r\n   %figure(3);image(I); % Processing View\r\n  end\r\n end\r\n \r\nvalid=isequal(G,B);\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-19T16:51:37.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-19T15:54:04.000Z","updated_at":"2023-06-19T16:51:39.000Z","published_at":"2023-06-19T16:51:39.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/19/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe final round of the contest gave a Baseline png with a matrix of pointers to the blocks giving their regions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn the contest the leaders tossed the Baseline images as the Swapping function cost was too high, 3*100 per swap thus 30K for this case. Sawicki, aka FrictionlessBananas, scored 15K including 10K for img delta on puzzle 28.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to recreate the Goal.png,[m,n,3] matrix,G, from a Baseline.png matrix,B that is broken into 100 square blocks [40,40] with indices 1:100 where 1:10 is left side and 91:100 is the right side.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output is an Nx2 matrix for swapping blocks [from to] with N\u0026lt;100. 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w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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\",\"relationship\":null},{\"partUri\":\"/media/image2.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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2022 - Merging 6x6 regions","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/19/23.\r\nThis challenge of Merging regions is addressed by RGB Team as a second step prior to Local Optimization.\r\nThis challenge is to return a Merged set of Contiguous regions with good rgb values. Matrices G6idx and idxrgb will contain updated contents. Original image region indices and rgb values for 6x6 squares will be provided for 21.png. Total score, contiguity, and number of regions will be evaluated. The score must be less than 19000 using less than 60 contiguous merged regions. See template for details of provided inputs.\r\nOutputs: G6idx [67,67] matrix of pointers to idxrgb\r\n              idxrgb [67*67,3] values of r g b for region blocks\r\n ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 650.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 325.25px; transform-origin: 407px 325.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/19/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 161px 8px; transform-origin: 161px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of Merging regions is addressed by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 142px 8px; transform-origin: 142px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e as a second step prior to Local Optimization.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 362.5px 8px; transform-origin: 362.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a Merged set of Contiguous regions with good rgb values. Matrices G6idx and idxrgb will contain updated contents. Original image region indices and rgb values for 6x6 squares will be provided for 21.png. Total score, contiguity, and number of regions will be evaluated. The score must be less than 19000 using less than 60 contiguous merged regions. See template for details of provided inputs.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 156px 8px; transform-origin: 156px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eOutputs: G6idx [67,67] matrix of pointers to idxrgb\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 179px 8px; transform-origin: 179px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e              idxrgb [67*67,3] values of r g b for region blocks\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 365.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 182.75px; text-align: left; transform-origin: 384px 182.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 360px;height: 360px\" 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data-image-state=\"image-loaded\" width=\"360\" height=\"360\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [G6idx,idxrgb]=grow_regions(G,G6idx,idxrgb,idxrc,G6,maxReg,maxscr,dist2,idxadj,idxA,nr)\r\n %G idxrc G6 nr are not necessary but made available\r\n%G     Goal png img [400 400 3] uint8\r\n%G6idx [nr nr] init idx values 1:nr*nr  4489  *Input/Output\r\n%idxrgb r g b  update to double for processing  * Input/Output\r\n%idxrc  ru rd cL cR  original 6x6 square corners\r\n%G6    Goal png img reduced to size [67 67 3] uint8 and using medians\r\n%maxReg *Constraint: Maximum contiguous regions allowed\r\n%maxscr *Constraint: Maximum image score allowed\r\n%dist2  [qadj,1] square of dist between colors of adjacency\r\n%idxadj [qadj,2] adjacencies [1 2; 1 68; 2 3; 2 69; ...399 400]\r\n%idxA   [qadj,1] area of idx, starts at 36,24, or 16 per idx\r\n%nr    ceil(400/bw)  67\r\n%Parameters used to create above inputs\r\n%bw    6  initial block width,  bottom and right edge blocks are short\r\n%nidx  nr^2\r\n%qadj=nr*nr*2-2*nr; Number of adjacencies\r\n%\r\n\r\n% Output:\r\n%  Updated G6idx giving map to idxrgb; G6idx gives K contig regions\r\n%  Updated idxrgb. These values will be mapped to up-sampled G6_400 in test suite\r\n\r\n%Note: 4430 best region merges will easily score \u003c19000\r\n\r\n  maxdelta=3*255*255;\r\n\r\n  while nnz(idxA)\u003emaxReg %59  67*67=4489 thus 4430 merges to reach 59 regions\r\n   %setting merged region Area to 0 gives easy Region count\r\n   %Region area may be used to wt merged RGB value of regions\r\n   \r\n   mindelta=min(dist2);\r\n   %find first min delta to merge\r\n   %from idxadj get ptr1 ptr2\r\n   %calc new rgb merging regions ptr1,ptr2 using idxrgb,idxA\r\n   %update idxA(ptr1), clear idxA(ptr2)\r\n   %update idxrgb(ptr1), clear idxrgb(ptr2)\r\n   %update G6idx ptr2 values to ptr1\r\n   %set all idxadj(ptr2) values to ptr1\r\n   %recalc dist2 for any ptr1 in idxadj, using new_rgb\r\n   %   except idxadj(ptr1 ptr1) which is set to 0 0 AND dist2()=maxdelta\r\n  \r\n  \r\n  end % while number regions \u003e Threshold\r\n  \r\nend % grow_regions\r\n\r\nfunction dist2=calc_rgbdist(v1,v2) % distance squared\r\n   dist2=sum((v1-v2).^2); %.005\r\nend\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend\r\n","test_suite":"%%\r\n%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0;\r\nvalid=1;\r\n\r\n%init\r\n  %Create grid of NxN with residual edges\r\n  bw=6; % base width/h\r\n  nr=ceil(400/bw);\r\n  G6=zeros(nr,nr,3,'uint8');\r\n  idxrc=zeros(nr*nr,4); %rU rD cL cR area (ru-rd)*(cL-cR)\r\n  ptr=0;\r\n  for c=1:bw:400\r\n   for r=1:bw:400\r\n    ptr=ptr+1;\r\n    idxrc(ptr,:)=[r r+bw-1 c c+bw-1];\r\n   end\r\n  end\r\n  idxrc(idxrc\u003e400)=400; % Trim off excess\r\n  %Will be working area for idxs merged for weighting r g b values\r\n  idxA=(1+idxrc(:,2)-idxrc(:,1)).*(1+idxrc(:,4)-idxrc(:,3)); % Areas\r\n  \r\n  nidx=size(idxrc,1);\r\n  idxrgb=zeros(nidx,3);\r\n  for i=1:nidx\r\n   %idxrgb(i,:)=Medrgb(G(idxrc(i,1):idxrc(i,2), idxrc(i,3):idxrc(i,4),:));\r\n   Greg=G(idxrc(i,1):idxrc(i,2), idxrc(i,3):idxrc(i,4),:);\r\n   rgbTuple=median(Greg,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n   idxrgb(i,:)=rgbTuple(:)';\r\n  end\r\n  \r\n  ptr=0;\r\n  for c=1:nr\r\n   for r=1:nr\r\n    ptr=ptr+1;\r\n    G6(r,c,:)=idxrgb(ptr,:);\r\n   end\r\n  end\r\n  %figure(2);image(G6); % Original 6x6 blocking RGB images 67x67\r\n  \r\n  G6idx=reshape(1:nidx,nr,nr);\r\n  %figure(3);imagesc(mod(G6idx,64)+1, [1 64]);\r\n  \r\n  idxrgb=double(idxrgb); % Want doubles for dist calcs\r\n  \r\n  qadj=nr*nr*2-2*nr;\r\n  idxadj=zeros(qadj,2); % idx idx \r\n  dist2=zeros(qadj,1); % rgb_dist2\r\n  \r\n  ptr=0;\r\n  idx=0;\r\n  for c=1:nr-1\r\n   for r=1:nr-1\r\n    idx=idx+1;\r\n    idxadj(ptr+1,:)=[idx idx+1];  % Below\r\n    idxadj(ptr+2,:)=[idx idx+nr]; % Right\r\n    ptr=ptr+2;\r\n   end\r\n   idx=idx+1;\r\n   idxadj(ptr+1,:)=[idx idx+nr]; % Right\r\n   ptr=ptr+1;\r\n   % Bottom row only to the right\r\n  end\r\n  \r\n  for r=1:nr-1 %Final column, only below\r\n   idx=idx+1;\r\n   idxadj(ptr+1,:)=[idx idx+1];  % Below\r\n   ptr=ptr+1;\r\n  end\r\n  \r\n  \r\n  for i=1:qadj\r\n   p1=idxadj(i,1);\r\n   p2=idxadj(i,2);\r\n   \r\n   %dist2(i)=calc_rgbdist(idxrgb(p1,:),idxrgb(p2,:));\r\n   v1=idxrgb(p1,:);\r\n   v2=idxrgb(p2,:);\r\n   dist2(i)=sum((v1-v2).^2);\r\n  end\r\n  \r\n%G     png img [400 400 3] uint8\r\n%bw    6  initial block width,  bottom and right edge blocks are short\r\n%nr    ceil(400/bw)  67\r\n%G6idx [nr nr] init idx values 1:nr*nr  4489  *Input/Output\r\n%nidx  nr^2\r\n%idxrc  ru rd cL cR\r\n%idxrgb r g b  update to double for processing  * Input/Output\r\n%qadj=nr*nr*2-2*nr; Number of adjacencies\r\n%idxA   [qadj,1] area of idx, starts at 36,24, or 16 per idx\r\n%idxadj [qadj,2] adjacencies [1 2; 1 68; 2 3; 2 69 ...]\r\n%dist2  [qadj,1] square of dist between colors of adjacency\r\n%G6    png img of size [67 67 3] uint8\r\n%G6_400 png img [400 400 3] uint8 with values assigned based on regions\r\n%maxReg\r\n\r\n maxReg=59;\r\n maxscr=19000;\r\n \r\n [G6idx,idxrgb]=grow_regions(G,G6idx,idxrgb,idxrc,G6,maxReg,maxscr,dist2,idxadj,idxA,nr);\r\n \r\n% Regions\r\n regions=unique(G6idx(:));\r\n num_regions=length(regions);\r\n if num_regions\u003emaxReg\r\n  fprintf('Regions: %i exceed Max Regions:%i\\n',num_regions,maxReg)\r\n  valid=0;\r\n else\r\n  fprintf('Pass:Regions:%i\\n',num_regions);\r\n  valid=1;\r\n end\r\n% Verify regions is num_regions\u003cmaxReg\r\n\r\n%Display unique regions up to 64 with unique colors\r\n  Gzidx=G6idx; %Remap idx values to 1:numReg\r\n  u=unique(G6idx(:))';\r\n  for i=1:length(u)\r\n   Gzidx(Gzidx==u(i))=i;\r\n  end\r\n\r\n  %Create a textual visualization of regions\r\n  strv='';\r\n  strmap='123456789abcdefghijkmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ.,?!\"[]{}\\|@#$%^\u0026*()-_+=';\r\n  for i=1:nr \r\n   for j=1:nr\r\n    strv(j)=strmap(Gzidx(i,j));\r\n   end\r\n   fprintf('%s\\n',strv)\r\n  end\r\n  \r\n%Using original G6idx verify contiguity\r\n LE=1:nr; %Create lists of border indices for edge checks\r\n TE=1:nr:nr*nr;\r\n BE=TE+(nr-1);\r\n RE=TE(end):nr*nr;\r\n\r\n %u is unique G6idx values\r\n for i=u   %1 is unmerged, 2 is new adj, 0 is cleared, Valid is no residual 1\r\n  %Fast method is while loops in U,D,R,L directions to create 2s\r\n  Gmap=G6idx*0;\r\n  Gmap(G6idx==i)=1;\r\n  ptr=find(Gmap==1,1,'first');\r\n  Gmap(ptr)=2;\r\n  while nnz(Gmap(:)==2)\u003e0\r\n   ptr2s=find(Gmap==2)';\r\n   Gmap(Gmap==2)=0;\r\n   for j=ptr2s % Process UDLR\r\n    ju=j;jd=j;jr=j;jL=j;\r\n    \r\n    %U\r\n    while ~nnz(TE==ju) % Non-edge\r\n     ju=ju-1;\r\n     if Gmap(ju)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(ju)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    %D\r\n    while ~nnz(BE==jd) % Non-edge\r\n     jd=jd+1;\r\n     if Gmap(jd)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(jd)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    %R\r\n    while ~nnz(RE==jr) % Non-edge\r\n     jr=jr+nr;\r\n     if Gmap(jr)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(jr)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    %L\r\n    while ~nnz(LE==jL) % Non-edge\r\n     jL=jL-nr;\r\n     if Gmap(jL)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(jL)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    \r\n   end %j\r\n   \r\n  end % nnz(Gmap(:)==2)\u003e0\r\n  \r\n  if nnz(Gmap==1) % Failed condition, someone remained isoloated\r\n   fprintf('Non-Contig region %i\\n',i)\r\n   valid=0;\r\n   break\r\n  end\r\n  \r\n end % for i=u\r\n \r\n\r\n% Create G6 from G6idx, idxrgb\r\n  for c=1:nr\r\n   for r=1:nr\r\n    G6(r,c,:)=idxrgb(G6idx(r,c),:);\r\n   end\r\n  end\r\n%  figure(2);image(G6); % Original 6x6 blocking RGB images 67x67\r\n  \r\n% Create G6_400 from G6idx, idxrgb  \r\n  G6_400=G*0;\r\n  inr=0;\r\n  for ic=1:nr\r\n   for ir=1:nr\r\n    inr=inr+1;\r\n    G6_400(idxrc(inr,1):idxrc(inr,2),idxrc(inr,3):idxrc(inr,4),1)= ...\r\n      G6(ir,ic,1);\r\n    G6_400(idxrc(inr,1):idxrc(inr,2),idxrc(inr,3):idxrc(inr,4),2)= ...\r\n      G6(ir,ic,2);\r\n    G6_400(idxrc(inr,1):idxrc(inr,2),idxrc(inr,3):idxrc(inr,4),3)= ...\r\n      G6(ir,ic,3);\r\n   end %ir\r\n  end %ic\r\n  \r\n  \r\n  %figure(6);image(G6_400);\r\n  %scr=calc_score(G,G6_400); % 18582 with 59 regions png21\r\n  GmSsq=(double(G)-double(G6_400)).^2; % William\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\n  \r\n  %13895 for 6x6 blks png21\r\n  if scr\u003emaxscr\r\n   fprintf('Lose:G6_400 Score:%i greater than maxscr:%i\\n',scr,maxscr); \r\n   valid=0;\r\n  else\r\n   fprintf('Pass:G6_400 Score:%i\\n',scr); %13895 for 6x6 blks png21\r\n  end\r\n\r\nassert(valid)\r\n\r\n%function [rgb]=Medrgb(G)\r\n% rgbTuple=median(G,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n% rgb=rgbTuple(:)';\r\n%end %Medrgb\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-23T19:15:48.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-23T18:04:01.000Z","updated_at":"2024-12-11T02:39:09.000Z","published_at":"2023-06-23T19:15:50.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/19/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of Merging regions is addressed by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e as a second step prior to Local Optimization.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a Merged set of Contiguous regions with good rgb values. Matrices G6idx and idxrgb will contain updated contents. Original image region indices and rgb values for 6x6 squares will be provided for 21.png. Total score, contiguity, and number of regions will be evaluated. The score must be less than 19000 using less than 60 contiguous merged regions. See template for details of provided inputs.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutputs: G6idx [67,67] matrix of pointers to idxrgb\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e              idxrgb [67*67,3] values of r g b for region blocks\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" 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2022 - Create Command Script from Color-Region-Fill","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/27/23.\r\nThe of Command Scripting is detailed in the function template. The commands have been matrixed and simplified but are based onthe Spec. Commands are Horiz split, Vertical split, Quad split, Color, and Reset.\r\nGiven a sequence of regions and colors writes that produce the Lower Right image, Img 13999, create commands to fill the image. The Goal 21.png.  Base costs  Cmds:1525, Img 13999, Submission combined score must be less than 17000.\r\nVisualizations of Image creation: [21 FBS Draw], adjust speed in settings.\r\nInput: Color regions  [M,7] of [r1 r2 c1 c2 r g b] where r1,c1 is TopLeft of a square and r2,c2 is BotRight\r\nOutput: cmds  [N,5] matrix of integer cmd, index, and parameters that vary based on cmd\r\n ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 659.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 329.75px; transform-origin: 407px 329.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/27/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.5px 8px; transform-origin: 381.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe of Command Scripting is detailed in the function template. The commands have been matrixed and simplified but are based onthe Spec. Commands are Horiz split, Vertical split, Quad split, Color, and Reset.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 376px 8px; transform-origin: 376px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGiven a sequence of regions and colors writes that produce the Lower Right image, Img 13999, create commands to fill the image. The Goal 21.png.  Base costs  Cmds:1525, Img 13999, Submission combined score must be less than 17000.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 105px 8px; transform-origin: 105px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eVisualizations of Image creation: [\u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/19MSfeGmn223KCGujl8Le6tQPqbW4EFXT/view?usp=drive_link\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003e21 FBS Draw\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 82.5px 8px; transform-origin: 82.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e], adjust speed in settings.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 323.5px 8px; transform-origin: 323.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eInput: Color regions  [M,7] of [r1 r2 c1 c2 r g b] where r1,c1 is TopLeft of a square and r2,c2 is BotRight\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 278.5px 8px; transform-origin: 278.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eOutput: cmds  [N,5] matrix of integer cmd, index, and parameters that vary based on cmd\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 365.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 182.75px; text-align: left; transform-origin: 384px 182.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 360px;height: 360px\" 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\" 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data-image-state=\"image-loaded\" width=\"360\" height=\"360\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function cmds = create_cmds(regions,G)\r\n% regions is r1 r2 c1 c2 r g bof color regions to create\r\n% G is goal image [400,400,3]\r\n%The FSB set of paint commands balances Img and Cmd costs\r\n% Initial Commands could be\r\n% 4     1   254   254   254\r\n% 1     1   397     0     0\r\n% 4     1   209    88    58\r\n% 0     0     0     0     0\r\n% 3     1   392   381     0\r\n% 4     1    39    12    10\r\n% ...\r\n% 1     1   381     0     0\r\n% 2     1   380     0     0\r\n% 2     1   103     0     0\r\n% 4     4    10     2     4\r\n%\r\n%Painting small regions is very expensive thus overwrites are used\r\n%Creating small regions is expensive. Goal is to cut on largest region possible\r\n\r\n%Create Image script\r\n%  Image Delta Cost ranges around 10K\r\n%  Efficient cmds can be \u003c5K while direct coloring is \u003e100K\r\n%\r\n%Score it for commands\r\n%score it for image deviation \r\n%cost(move,block,canvas)=round(base_cost(move)*size(canvas)/size(block)\r\n%Point Cut 10  Done on abs of canvas, creates 4 sub-indices\r\n%Line Cut   7  Done on abs of canvas, creates 2 sub-indices\r\n%Color      5  Index filled by r,g,b\r\n%Swap       3  Index to Index swaps r,g,b contents\r\n%Merge      1  Index with Index creates new Level0 index\r\n%Reset      1\r\n% size(rect)=width*height\r\n%Similarity Checker\r\n%alpha=.005\r\n% for each pixel\r\n% rdist=(p1.r-p2.r)^2\r\n% gdist=(p1.g-p2.g)^2\r\n% bdist=(p1.b-p2.b)^2\r\n% dist=(rdist+gdist+bdist)^.5\r\n%scr_diff=round(alpha*sum(dist(:))\r\n%\r\n%Command costs\r\n%Reset/H/V/XY/C/M/S 1/7/7/10/5/1/3  [0:6] cmd ids\r\n%cmds have various numbers of parameters\r\n% cmd: cmdId region p1 p2 p3    Note: no region for reset\r\n% Reset cost is based on 1*(160000/(sum of min+max regions) \r\n% Reset is a matlab variant to simplify cmds\r\n% [1] is the starting regions andafter reset, ones(400)\r\n% H: 1 1 100 0 0 creates [1;2] where 1 is [1:100,1:400] 2 is [101:400 1:400]\r\n%  the cost is based on orig ones(400) thus 7, 1\u003c=p1\u003c400\r\n% V: 2 1 100 0 0 creates [1 2] where 1 is [1:400,1:100] 2 is [1:400 101:400]\r\n%  the cost is based on orig ones(400) thus 7, 1\u003c=p1\u003c400\r\n% XY: 3 1 100 150 0 creates [1 2;4 3] cost uses orig ones(400) thus 10, p1\u003c400, p2\u003c400\r\n%  1 is [  1:100,  1:150] 2 is [  1:100 151:400]\r\n%  4 is [101:400,  1:150] 3 is [101:400 151:400]\r\n% Color: 4 1 r g b sets all points in reg 1 to rgb, cost 5, 0\u003c=rgb\u003c=255\r\n% Swap: Not implemented\r\n% Merge: 6 idx1 idx2 0 0, Cost based on combined area idx1+idx2\r\n%  For XY example a cmd 6 1 2 0 0 sets idx2 to 1. [1:100 1:400] cost 1*4\r\n%\r\n% Commanding examples for the various regions\r\n% S=255*ones(400,400,3) is starting canvas, White\r\n%Image with (1,1,:)=0, Black square at pixel 1,1\r\n% Direct using XY and Color\r\n% 3 1 1 1 0    Cost 10*1\r\n% 4 1 255 255 255   Cost 5*160000   Coloring small points is costly\r\n% Using H,V,Color\r\n% 1 1 1 0 0    Cost 7*1  creates regions [1;2]\r\n% 2 1 1 0 0    Cost 7*400 with regions [1 3;2 2]\r\n% 5 1 255 255 255   Cost 5*160000   Coloring small points is costly\r\n% Using Color,V,Color,Reset,H,Color\r\n% 4 1 0 0 0   Cost 5   Coloring large areas is cheap\r\n% 2 1 1 0 0   Cost 7   [1 2], 1 is [1:400 1]  2 is [1:400 2:400]\r\n% 4 2 2555 255 255   Cost 5*round(400/400*400/399)=5  Low cost color\r\n% 0 0 0 0 0   Cost 1*1  Merge of 1,2 is whole img\r\n% 1 1 1 0 0   Cost 7   [1; 2], 1 is [1 1:400]  2 is [2:400 1:400]\r\n% 4 2 2555 255 255   Cost 5*round(400/399*400/400)=5  Low cost color\r\n% Total Cost 30\r\n%\r\n% Image with central rectangle [190:230, 210:240,:] set to blk [0 0 0]\r\n%Using  XY,XY,Color\r\n% 3 1 189 209 0   [1 2;4 3] regions [1:189 1:209] [1:189 210:400] 4[190:400 1:209]\r\n%   region 3: [190:400 210:400]  Cost 10\r\n% 3 3 230 240 0] regions [1 2 2;4 3 5;4 7 6] with 3 becoming [190:230, 210:240]\r\n%  New regions are numbers CW/L-R,T-B with base region value unchanged\r\n%  cost 10*round(400/211*400/191)=10*4=40\r\n% 4 3 0 0 0   Cost 5*round(400/41*400/31)=5*126=630  Moderate cost color\r\n% Total Cost 680    XY,XY,Color\r\n%Using V,V,H,H,C\r\n% 2 1 209 0 0  [1 2] regs [1:400 1:209] [1:400 210:400]  Cost 7\r\n% 2 2 240 0 0  [1 2 3] regs 2[1:400 210:240] 3[1:400 241:400]  Cost 14\r\n% 1 2 230 0 0  [1 2 3;1 4 3] regs 2[1:230 210:240] 4[231:400 210:240]  Cost 91\r\n% 1 2 209 0 0  [1 2 3;1 5 3;1 4 3] regs 2[1:209 210:240] 5[210:230 210:240]  Cost 154\r\n% 4 5 0 0 0   Cost 5*round(400/41*400/31)=5*126=630  Moderate cost color\r\n% Total Cost 896  V,V,H,H,C\r\n\r\n%Using XY,Color,Reset,V,Color,Reset,H,Color\r\n% 3 1 189 209 0  [1 2;4 3] regs [1:189 1:209] [1:189 210:400] 4[190:400 1:209]\r\n%   region 3: [190:400 210:400]  Cost 10\r\n% 4 3 0 0 0  Cost 5*round(400/211*400/191)=5*4=20\r\n% 0 0 0 0 0  Cost 1*round(160000/(44099+40301))=2   Reset\r\n% 2 1 240 0 0  [1 2] regs [1:400 1:240] [1:400 241:400]  Cost 7\r\n% 4 2 0 0 0  Cost 5*round(400/400*400/160)=5*3=15\r\n% 0 0 0 0 0  Cost 1   Reset\r\n% 1 1 230 0 0  [1; 2] regs [1:230 1:4000] [231:400 1:400]  Cost 7\r\n% 4 2 0 0 0  Cost 5*round(400/171*400/400)=5*2=10\r\n% Total Cost 72   XY,Color,Reset,V,Color,Reset,H,Color\r\n\r\n  cmds=[];\r\n  \r\n  %Suggested outline : Focus is on optimizing cuts in Best_Draw2\r\n  Gidx=ones(size(G,1));\r\n  bArea=400*400;\r\n  for ireg=1:size(regions,1) % Draw2\r\n   vrrcc=regions(ireg,:);\r\n   GregA=(vrrcc(2)-vrrcc(1)+1)*(vrrcc(4)-vrrcc(3)+1);\r\n   ptr=1; \r\n   Gidx=Gidx*0+1; % Assume start each region with a clean idx board\r\n  \r\n   while nnz(Gidx==ptr)\u003eGregA % Algorithm does not allow to be \u003c GregA\r\n    [bGidx,bcmd,p1,p2]=Best_Draw2(Gidx,vrrcc);\r\n    cmds=[cmds;bcmd ptr p1 p2 0]; % H/V/XY  Multiple H/V/XY cmds to create region\r\n    Gidx=bGidx;\r\n    ptr=Gidx(vrrcc(1),vrrcc(3)); % used in while for next H/V/XY cmd and  Color cmd\r\n   end\r\n  \r\n   cmds=[cmds;4 ptr vrrcc(5:7)]; % Color Command\r\n  \r\n   if nnz(Gidx==1)==bArea,continue;end\r\n   if ireg==size(regions,1),continue;end % No final reset\r\n   cmds=[cmds;0 0 0 0 0]; % Reset Command     ptr=1 Gidx(:,:)=1 \r\n  end % ireg \r\nend % create cmds\r\n\r\nfunction [bGidx,bcmd,p1,p2]=Best_Draw2(Gidx,vrrcc)\r\n %vrrcc goal region draw/color  r1 r2 c1 c2 r g b\r\n % Hr1 Hr2 Vc1 Vc2 xyTL xyLR xyTR xyLL\r\n bcmd=0;p1=0;p2=0;bGidx=Gidx;\r\n ptrmax=max(Gidx(:));\r\n Amax=0; %\r\n \r\n gr1=vrrcc(1);gr2=vrrcc(2);gc1=vrrcc(3);gc2=vrrcc(4); %goal region\r\n gA=(gr2-gr1+1)*(gc2-gc1+1); % Goal region Area\r\n ptr=Gidx(gr1,gc1); % region idx to process\r\n [r1, c1]=find(Gidx==ptr,1,'first'); %Common to H/V/XY/C\r\n [r2, c2]=find(Gidx==ptr,1,'last');\r\n \r\n %Update region that maximizes area unless cmd achieves r1 r2 c1 c2\r\n \r\n %H r1  Gidx(p1+1:r2,c1:c2)=ptrmax+1;  p1=cmd param\r\n  if gr1\u003er1\r\n   nGidx=Gidx;\r\n   nGidx(gr1:r2,c1:c2)=ptrmax+1; %Set new region\r\n   if nnz(nGidx==ptrmax+1)\u003eAmax || nnz(nGidx==ptrmax+1)==gA\r\n    Amax=nnz(nGidx==ptrmax+1);\r\n    p1=gr1-1; %r1\u003c=p1\u003cr2\u003c=400\r\n    bGidx=nGidx;\r\n    bcmd=1;\r\n    if nnz(nGidx==ptrmax+1)==gA, return;end\r\n   end\r\n  end\r\n  \r\n  \r\n  %H r2  Gidx(p1+1:r2,c1:c2)=ptrmax+1;  p1=cmd param\r\n  if r2\u003egr2\r\n   nGidx=Gidx;\r\n   \r\n  end\r\n  \r\n %V c1  Gidx(r1:r2,p1+1:c2)=ptrmax+1;\r\n  if gc1\u003ec1\r\n   nGidx=Gidx;\r\n   nGidx(r1:r2,gc1:c2)=ptrmax+1; %Set new region\r\n   if nnz(nGidx==ptrmax+1)\u003eAmax || nnz(nGidx==ptrmax+1)==gA\r\n    Amax=nnz(nGidx==ptrmax+1);\r\n    p1=gc1-1; %c1\u003c=p1\u003cc2\u003c=400\r\n    bGidx=nGidx;\r\n    bcmd=2;\r\n    if nnz(nGidx==ptrmax+1)==gA, return;end\r\n   end\r\n  end\r\n  \r\n %V c2  Gidx(r1:r2,p1+1:c2)=ptrmax+1;\r\n  if c2\u003egc2\r\n   nGidx=Gidx;\r\n   \r\n  end\r\n  \r\n%   Gidx(r1:p1,c1:p2)=ptr; % TL region\r\n%   Gidx(r1:p1,p2+1:c2)=ptrmax+1; % region to right is new\r\n%   Gidx(p1+1:r2,p2+1:c2)=ptrmax+2; % region to right and down is new\r\n%   Gidx(p1+1:r2,c1:p2)=ptrmax+3; % region to below  is new\r\n    \r\n % XY r1c1 gr1gc1 TL reg3\r\n  if r1\u003cgr1 \u0026\u0026 c1\u003cgc1 % Process only if gr1gc1 contained within r1, skip r1==gr1,c1=gc1\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   %nGidx(r1:gr1-1,c1:gc1-1)=ptr; % Unchanged sectionID when move TL\r\n   nGidx(r1:gr1-1,gc1:c2)=ptrmax+1; \r\n   nGidx(gr1:r2,gc1:c2)=ptrmax+2; % Keep region TL to BR\r\n   nGidx(gr1:r2,c1:gc1-1)=ptrmax+3;\r\n   if nnz(nGidx==ptrmax+2)\u003eAmax || nnz(nGidx==ptrmax+2)==gA\r\n    p1=gr1-1; %r1\u003c=p1\u003cr2\u003c=400\r\n    p2=gc1-1; %c1\u003c=p2\u003cc2\u003c=400\r\n    bGidx=nGidx;\r\n    bcmd=3;\r\n    if nnz(nGidx==ptrmax+2)==gA, return;end\r\n   end\r\n  end\r\n    \r\n  % XY r2c2 gr2gc2  BR Corner gives reg1, +0\r\n  if r2\u003egr2 \u0026\u0026 c2\u003egc2 % Process only if gr2gc2 contained within r2, skip r2==gr2,c2=gc2\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   \r\n  end\r\n    \r\n  % XY r1c2 gr1gc2  TR corner gives reg4, +3\r\n  if r1\u003cgr1 \u0026\u0026 c2\u003egc2 % Process only if gr1gc1 contained within r1, skip r1==gr1,c1=gc1\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   \r\n  end\r\n  \r\n  % XY r2c1 gr2 gc1 BL corner gives reg2, +1\r\n  if r2\u003egr2 \u0026\u0026 c1\u003cgc1 % Process only if gr2gc1 contained within r2, skip r2==gr2,c1=gc1\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   \r\n  end\r\n  \r\nend % Best_Draw2\r\n\r\n\r\n\r\nfunction [S,Gidx,CmdCost]=cmd_exec(cmd,S,Gidx,CmdCost)\r\n%This is how commands are executed and cmd costs evaluated\r\n%cmd: [cmd_id idx p1 p2 p3]\r\n%S image [400,400,3] initially all 255\r\n%Gidx working matrix of prior cmd idx updates. Set to all 1s upon Reset\r\n%CmdCost is running command costs based on area to be split/colored/reset\r\n ptrmax=max(Gidx(:));\r\n bArea=160000; % 400*400\r\n cmdscale=[7 7 10 5 1 3];\r\n \r\n %Calc cmd cost\r\n if cmd(1)==0 % reset  bArea/sum(max+min)\r\n  \r\n  qH=bArea; qL=0;\r\n  if ptrmax\u003e1\r\n   qH=0;\r\n   qL=bArea;\r\n  end\r\n  \r\n  for j=1:ptrmax\r\n   qt=nnz(Gidx(:)==j);\r\n   if qt\u003eqH\r\n    qH=qt;\r\n   end\r\n   if qt\u003cqL\r\n    qL=qt;\r\n   end\r\n  end\r\n  \r\n  Lcmdcost=1*round(bArea/(qH+qL));\r\n  CmdCost=CmdCost+Lcmdcost;\r\n else % H/V/XY/C  ignore merge and swap\r\n  Acmd=nnz(Gidx==cmd(2));\r\n  Lcmdcost=cmdscale(cmd(1))*round(bArea/Acmd);\r\n  CmdCost=CmdCost+Lcmdcost;\r\n end\r\n \r\n if cmd(1)==0 % reset\r\n  Gidx=0*Gidx+1;\r\n  return;\r\n end % Reset\r\n \r\n [r1, c1]=find(Gidx==cmd(2),1,'first'); %Common to H/V/XY/C\r\n [r2, c2]=find(Gidx==cmd(2),1,'last');\r\n \r\n if cmd(1)==4 % color 4 ptr r g b\r\n  S(r1:r2,c1:c2,1)=cmd(3); %r\r\n  S(r1:r2,c1:c2,2)=cmd(4); %g\r\n  S(r1:r2,c1:c2,3)=cmd(5); %b  \r\n end % Color\r\n \r\n if cmd(1)==1 %H  1 ptr p1 0 0\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  Gidx(p1+1:r2,c1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==2 %V  2 ptr p1 0 0\r\n  p1=cmd(3); %c c1\u003c=p1\u003cc2\u003c=400\r\n  Gidx(r1:r2,p1+1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==3 %XY  3 ptr p1 p2 0 [1 1;1 1] becomes [1 2;4 3]\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  p2=cmd(4); %c c1\u003c=p2\u003cc2\u003c=400\r\n  Gidx(r1:p1,p2+1:c2)=ptrmax+1; % region to right is new\r\n  Gidx(p1+1:r2,p2+1:c2)=ptrmax+2; % region to right and down is new\r\n  Gidx(p1+1:r2,c1:p2)=ptrmax+3; % region to below  is new\r\n end\r\n \r\nend % cmd_exec","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\n% rT rBL cL cR r g b\r\nregions=[1 400 1 400 254 254 254 255 \r\n1 397 1 400 209 88 58 255 \r\n1 392 1 381 39 12 10 255 \r\n1 397 1 374 217 218 210 255 \r\n1 381 104 380 10 2 4 255 \r\n1 396 103 144 231 230 219 255 \r\n1 387 1 49 46 34 27 255 \r\n1 354 1 144 161 150 133 255 \r\n1 347 1 245 199 200 200 255 \r\n1 375 252 375 42 41 163 255 \r\n1 353 1 151 28 10 13 255 \r\n1 397 1 41 227 202 116 255 \r\n1 297 1 400 232 235 230 255 \r\n1 299 1 382 40 41 41 255 \r\n1 305 1 375 22 14 19 255 \r\n1 297 1 246 204 203 199 255 \r\n1 360 1 41 243 214 122 255 \r\n1 297 254 375 229 230 222 255 \r\n1 304 7 151 28 10 14 255 \r\n1 253 1 381 29 26 26 255 \r\n1 253 1 253 14 3 5 255 \r\n1 246 1 383 50 51 50 255 \r\n1 245 1 375 245 244 231 255 \r\n1 245 1 318 48 47 48 255 \r\n1 245 1 311 229 230 216 255 \r\n1 246 1 253 43 21 21 255 \r\n1 246 1 246 195 69 42 255 \r\n1 226 1 246 202 73 44 255 \r\n1 297 1 41 227 233 226 255 \r\n1 199 1 319 53 51 50 255 \r\n1 200 1 311 237 238 227 255 \r\n1 200 32 284 229 226 211 255 \r\n1 200 42 254 210 80 51 255 \r\n1 151 10 382 31 21 13 255 \r\n1 144 1 391 229 231 223 255 \r\n1 143 4 384 251 251 240 255 \r\n1 144 42 384 242 217 135 255 \r\n5 152 42 255 211 84 57 255 \r\n12 50 9 384 37 21 16 255 \r\n1 43 256 377 241 215 133 255 \r\n1 42 1 247 238 235 225 255];\r\n\r\ncmds = create_cmds(regions,G);\r\n\r\n%Evaluate cmds\r\nS=G*0+255;\r\nGidx=ones(400);\r\nCmdCost=0;\r\nbArea=400*400;\r\ncmdscale=[7 7 10 5 1 3]; %Reset/H/V/XY/C/M/S 1/7/7/10/5/1/3  [0:6] cmd ids\r\n\r\nfor icmd=1:size(cmds,1)\r\n cmd=cmds(icmd,:);\r\n ptrmax=max(Gidx(:));\r\n %Calc cmd cost\r\n if cmd(1)==0 % reset  bArea/sum(max+min)\r\n  \r\n  qH=bArea; qL=0;\r\n  if ptrmax\u003e1\r\n   qH=0;\r\n   qL=bArea;\r\n  end\r\n  \r\n  for j=1:ptrmax\r\n   qt=nnz(Gidx(:)==j);\r\n   if qt\u003eqH\r\n    qH=qt;\r\n   end\r\n   if qt\u003cqL\r\n    qL=qt;\r\n   end\r\n  end\r\n  Lcmdcost=1*round(bArea/(qH+qL));\r\n else % H/V/XY/C  ignore merge and swap\r\n  Acmd=nnz(Gidx==cmd(2));\r\n  Lcmdcost=cmdscale(cmd(1))*round(bArea/Acmd);\r\n end\r\n CmdCost=CmdCost+Lcmdcost;\r\n \r\n if cmd(1)==0 % reset\r\n  Gidx=0*Gidx+1;\r\n  continue;\r\n end % Reset\r\n \r\n [r1, c1]=find(Gidx==cmd(2),1,'first'); %Common to H/V/XY/C\r\n [r2, c2]=find(Gidx==cmd(2),1,'last');\r\n \r\n if cmd(1)==4 % color 4 ptr r g b\r\n  S(r1:r2,c1:c2,1)=cmd(3); %r\r\n  S(r1:r2,c1:c2,2)=cmd(4); %g\r\n  S(r1:r2,c1:c2,3)=cmd(5); %b  \r\n end % Color\r\n \r\n if cmd(1)==1 %H  1 ptr p1 0 0\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  Gidx(p1+1:r2,c1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==2 %V  2 ptr p1 0 0\r\n  p1=cmd(3); %c c1\u003c=p1\u003cc2\u003c=400\r\n  Gidx(r1:r2,p1+1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==3 %XY  3 ptr p1 p2 0 [1 1;1 1] becomes [1 2;4 3]\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  p2=cmd(4); %c c1\u003c=p2\u003cc2\u003c=400\r\n  Gidx(r1:p1,p2+1:c2)=ptrmax+1; % region to right is new\r\n  Gidx(p1+1:r2,p2+1:c2)=ptrmax+2; % region to right and down is new\r\n  Gidx(p1+1:r2,c1:p2)=ptrmax+3; % region to below  is new\r\n end\r\nend % icmd\r\n\r\n\r\n%Evaluate Img Score\r\n GmSsq=(double(G)-double(S)).^2;\r\n dis=sqrt(sum(GmSsq,3));\r\n scr=round(0.005*sum(dis(:)));\r\n \r\n fprintf('CmdScore: %i    Img Score:%i\\nTotal:%i\\n',CmdCost,scr,CmdCost+scr)\r\n if CmdCost+scr\u003e17000\r\n  fprintf('Combined Score Too High\\n')\r\n end\r\n \r\nvalid=(scr+CmdCost)\u003c=17000;\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":2,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-28T01:46:42.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-27T23:57:46.000Z","updated_at":"2023-06-28T01:46:44.000Z","published_at":"2023-06-28T01:46:44.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/27/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe of Command Scripting is detailed in the function template. The commands have been matrixed and simplified but are based onthe Spec. Commands are Horiz split, Vertical split, Quad split, Color, and Reset.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven a sequence of regions and colors writes that produce the Lower Right image, Img 13999, create commands to fill the image. The Goal 21.png.  Base costs  Cmds:1525, Img 13999, Submission combined score must be less than 17000.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eVisualizations of Image creation: [\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/19MSfeGmn223KCGujl8Le6tQPqbW4EFXT/view?usp=drive_link\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e21 FBS Draw\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e], adjust speed in settings.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eInput: Color regions  [M,7] of [r1 r2 c1 c2 r g b] where r1,c1 is TopLeft of a square and r2,c2 is BotRight\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutput: cmds  [N,5] matrix of integer cmd, index, and parameters that vary based on cmd\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" 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2023 Orchestra:  Score Optimization of Puzzle-17 Second point","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The ICFP 2023 Orchestra Spec shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \r\nThis Challenge is to place a second musician onto the stage, mxy, to increase Joy by at least 23400.  The Joy table am is Joy co-factor of each attendee for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\r\nThe Joy here is to brute force a solution.\r\nThe scoring of a placed musician is a discontinuous non-linear function due to vignetting and the 1/distance-squared scaling. There appears to be a grumpy audience cluster at the top left such that vignetting them and their negative Joy raises the Joy of a musician's placement on the xmax stage edge.\r\nGiven all the contest parameters and an initial musician placed at Top-Left of stage (xmax,ymax) return a muscian position (x,y) and type to raise total Joy by at least 23400. A non-integer solution exists with x=xmax.\r\n\r\nThe scoring and blocking functions are provided in the template.\r\n \r\nProblem 17: Stage in Pink and 5000 audience as black dots in top right corner of arena. The first musician is placed at (xmax,ymax)\r\n\r\nThis plot shows the scoring of a second point placed at (xmax, y) where y is the y-axis of the graph and the x-axis is the additive score created by this second point. The first point is placed at (xmax,1220) thus no points allowed (1210:1220]. Down to 1202.6 the entire audience is blocked from viewing. Different samplings are shown: */1, Green/0.1, Black/.01, and Red/.001  To achieve the \u003e23400 requires a resolution of 0.001.  This graph gives clues for limiting the search range.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 1608px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 804px; transform-origin: 407px 804px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 346.5px 8px; transform-origin: 346.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 334px 8px; transform-origin: 334px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 382px 8px; transform-origin: 382px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place a second musician onto the stage, mxy, to increase Joy by at least 23400.  The Joy table am is Joy co-factor of each attendee for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 127.5px 8px; transform-origin: 127.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Joy here is to brute force a solution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 369px 8px; transform-origin: 369px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe scoring of a placed musician is a discontinuous non-linear function due to vignetting and the 1/distance-squared scaling. There appears to be a grumpy audience cluster at the top left such that vignetting them and their negative Joy raises the Joy of a musician's placement on the xmax stage edge.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGiven all the contest parameters and an initial musician placed at Top-Left of stage (xmax,ymax) return a muscian position (x,y) and type to raise total Joy by at least 23400. A non-integer solution exists with x=xmax.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 202.5px 8px; transform-origin: 202.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe scoring and blocking functions are provided in the template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 425.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 212.75px; text-align: left; transform-origin: 384px 212.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline\" 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\" data-image-state=\"image-loaded\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374px 8px; transform-origin: 374px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eProblem 17: Stage in Pink and 5000 audience as black dots in top right corner of arena. The first musician is placed at (xmax,ymax)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 651.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 325.75px; text-align: left; transform-origin: 384px 325.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 882px;height: 646px\" 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\" data-image-state=\"image-loaded\" width=\"882\" height=\"646\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.5px 8px; transform-origin: 375.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis plot shows the scoring of a second point placed at (xmax, y) where y is the y-axis of the graph and the x-axis is the additive score created by this second point. The first point is placed at (xmax,1220) thus no points allowed (1210:1220]. Down to 1202.6 the entire audience is blocked from viewing. Different samplings are shown: */1, Green/0.1, Black/.01, and Red/.001  To achieve the \u0026gt;23400 requires a resolution of 0.001.  This graph gives clues for limiting the search range.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function pxyt = find_pxyt(mxy,mu,am,axy,xmin,xmax,ymin,ymax,min_score)\r\n% pxyt  [x,y,musician]; mxy(musician,:)=[x,y] where x is expected to be xmax\r\n%mxy(3,:)=[1022 1220];\r\n \r\n y=1200; %Solve for y such that mpscr \u003e min_score\r\n % Resolution of .001 required to achieve min_score\r\n % Brute force works with bounds from Performance graph\r\n \r\n %The scoring function is discontinuous and non-linear due to vignetting and 1/distance^2 scale\r\n pxy=[xmax y];\r\n [Totscr,muscr,mpscr]=Calc_scoreP(pxy,mxy,mu,am,axy); %Calc scores for pxy placement \r\n % mpscr is pxy score vec of musician types\r\n \r\n pxyt=[xmax y find(mpscr==max(mpscr),1,'first')];\r\n\r\nend % find_pxyt\r\n\r\nfunction [Totscr,muscr,mpscr]=Calc_scoreP(pxy,mxy,mu,am,axy)\r\n%Evaluate pxy for all musician types, only process non [0 0] mxy values\r\n% mpscr is vector of score for all musician types if placed at pxy\r\n%No error checking,volume,pillars\r\n Lmu=length(mu)+1;\r\n mxy=[mxy;pxy]; % augment mxy\r\n na=size(axy,1);\r\n nmut=max(mu);\r\n  \r\n%Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n muscr=zeros(Lmu-1,1);\r\n mpscr=zeros(nmut,1);\r\n dmax=25; % square of the distance 5 vignetting rule\r\n for j=1:Lmu\r\n  if mxy(j,1)==0,continue;end % Unfilled mxy\r\n  for i=1:na\r\n   bflag=0;\r\n   for k=1:Lmu %search for any blockng musician \r\n    if mxy(k,1)==0,continue;end % Unfilled mxy\r\n    if k==j,continue;end\r\n    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(i,1),axy(i,2)); %Intra Seg dist\r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end\r\n   \r\n   if bflag\r\n    continue;\r\n   end\r\n   \r\n   if j==Lmu % Special End Point being evaluated for all types\r\n    for t=1:nmut\r\n     mpscr(t)=mpscr(t)+1000000*am(i,t)/d2am(i,j);\r\n    end\r\n   else % Standard scoring\r\n     muscr(j)=muscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n   end\r\n  end\r\n end\r\n Totscr=sum(muscr);\r\nend %Calc_scoreP\r\n\r\nfunction d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n% Distance Squared from segment only if intra-segment\r\n% reduce to 0\u003c=t\u003c=1\r\n%The point is (px,py) and the segment is [(vx,vy) to (wx,wy)].\r\n% [px py vx vy wx wy]\r\n\r\n d2=Inf;\r\n sL2=(vx-wx)^2+(vy-wy)^2;\r\n t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n if t\u003c0 % Pt beyond normal of segment\r\n  return\r\n elseif t\u003e1 % Pt beyond normal of segment\r\n  return\r\n else\r\n  sx=vx+t*(wx-vx);\r\n  sy=vy+t*(wy-vy);\r\n  d2=(px-sx)^2+(py-sy)^2;\r\n end\r\nend %distP2S2Z\r\n\r\n","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time, about 1-3 sec\r\n \r\n%dir_struct=dir;\r\n%for i=1:size(dir_struct,1)\r\n% fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\n%end\r\n\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n\\n',toc); %Load Time of orc from .mat, 0.1 sec\r\n\r\ntic\r\npid=17;\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n\\n',d(3:6));\r\n\r\nLmu=length(mu); % number of musicians\r\nmxy=zeros(Lmu,2);\r\nnmut=max(mu); % number of musician types\r\nna=size(axy,1); % number of attendees\r\n\r\nmxy(3,:)=[xmax ymax]; %Placed best scoring musician at Corner nearest Audience\r\n \r\nmin_score=23400;\r\nztic=tic;\r\npxyt = find_pxyt(mxy,mu,am,axy,xmin,xmax,ymin,ymax,min_score);\r\nfprintf('x:%.0f y:%.4f t:%.0f  Time:%.3f\\n',pxyt,toc(ztic));\r\n\r\n[bTotscr,muscr]=Calc_score(mxy,mu,am,axy); % Base score prior to adding pxyt\r\nfprintf('Base Score: %.2f\\n',bTotscr);\r\n\r\nif pxyt(3)~=3\r\n mxy(pxyt(3),:)=pxyt(1:2);\r\nelse % should not have a 23400 score\r\n tptr=find(mu==3);\r\n mxy(tptr(end),:)=pxyt(1:2);\r\nend\r\n[Totscr,muscr]=Calc_score(mxy,mu,am,axy); % Base score prior to adding pxyt\r\nfprintf('Total Score: %.2f\\n',Totscr);\r\n\r\n\r\nvalid=Totscr\u003ebTotscr+min_score;\r\nassert(valid)\r\n\r\nfunction [Totscr,muscr]=Calc_score(mxy,mu,am,axy)\r\n%No error checking,volume,pillars\r\n Lmu=length(mu);\r\n na=size(axy,1);\r\n  \r\n%Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n muscr=zeros(Lmu,1);\r\n dmax=25;\r\n for j=1:Lmu\r\n  if mxy(j,1)==0,continue;end % Unfilled mxy\r\n  for i=1:na\r\n   bflag=0;\r\n   for k=1:Lmu %search for any blockng musician \r\n    if mxy(k,1)==0,continue;end % Unfilled mxy\r\n    if k==j,continue;end\r\n    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(i,1),axy(i,2)); %Intra Seg dist\r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end\r\n   \r\n   if bflag\r\n     continue;\r\n   end\r\n   \r\n   muscr(j)=muscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n  end\r\n end\r\n Totscr=sum(muscr);\r\nend %Calc_score\r\n\r\nfunction d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n% Distance from segment only if intra-segment\r\n% reduce to 0\u003c=t\u003c=1\r\n%The point is (px,py) and the segment is [(vx,vy) to (wx,wy)].\r\n% [px py vx vy wx wy]\r\n\r\n d2=Inf;\r\n sL2=(vx-wx)^2+(vy-wy)^2;\r\n %if sL2==0 % Segment is a point  %Error check removed\r\n % d2=(px-vx)^2+(py-vy)^2;\r\n %else % non-point segment\r\n  t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n  if t\u003c0 % Pt beyond normal of segment\r\n   return\r\n   %d2=(px-vx)^2+(py-vy)^2;\r\n  elseif t\u003e1 % Pt beyond normal of segment\r\n    return\r\n   %d2=(px-wx)^2+(py-wy)^2;\r\n  else\r\n   sx=vx+t*(wx-vx);\r\n   sy=vy+t*(wy-vy);\r\n   d2=(px-sx)^2+(py-sy)^2;\r\n  end\r\n %end\r\n %d=sqrt(d2);\r\nend %distP2S2Z\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-08-09T18:47:46.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-08-09T13:28:37.000Z","updated_at":"2023-08-09T18:47:47.000Z","published_at":"2023-08-09T18:47:47.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place a second musician onto the stage, mxy, to increase Joy by at least 23400.  The Joy table am is Joy co-factor of each attendee for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Joy here is to brute force a solution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe scoring of a placed musician is a discontinuous non-linear function due to vignetting and the 1/distance-squared scaling. There appears to be a grumpy audience cluster at the top left such that vignetting them and their negative Joy raises the Joy of a musician's placement on the xmax stage edge.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven all the contest parameters and an initial musician placed at Top-Left of stage (xmax,ymax) return a muscian position (x,y) and type to raise total Joy by at least 23400. A non-integer solution exists with x=xmax.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe scoring and blocking functions are provided in the template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"420\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"560\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eProblem 17: Stage in Pink and 5000 audience as black dots in top right corner of arena. The first musician is placed at (xmax,ymax)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"646\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"882\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis plot shows the scoring of a second point placed at (xmax, y) where y is the y-axis of the graph and the x-axis is the additive score created by this second point. The first point is placed at (xmax,1220) thus no points allowed (1210:1220]. Down to 1202.6 the entire audience is blocked from viewing. Different samplings are shown: */1, Green/0.1, Black/.01, and Red/.001  To achieve the \u0026gt;23400 requires a resolution of 0.001.  This graph gives clues for limiting the search 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2024 Programming Contest June 28 thru July 1 ","description":"This is to announce the annual ICFP programming contest for 2024.\r\nThe ICFP 2024 homepage link is  ICFP 2024 . Registration will be required to view datasets and compete.\r\nThis contest allows Matlab and any other language.\r\nIt is very entertaining as the complexity changes for the three stages, Day-1, Day-2, and Final.\r\nApprox 30 datasets are initially given but will increase to 60 then 80 for the later stages with small changes to the problem.\r\nThe dataset and submission files are in JSON so I will likely post a JSON submission matlab routine.\r\n\r\nThis challenge is to return the string \"ICFP:Matlab for the Win 2024\" ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 231px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 115.5px; transform-origin: 407px 115.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 214px 8px; transform-origin: 214px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is to announce the annual ICFP programming contest for 2024.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 107px 8px; transform-origin: 107px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2024 homepage link is  \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2024\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 191px 8px; transform-origin: 191px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e . Registration will be required to view datasets and compete.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 162px 8px; transform-origin: 162px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis contest allows Matlab and any other language.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 296px 8px; transform-origin: 296px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIt is very entertaining as the complexity changes for the three stages, Day-1, Day-2, and Final.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eApprox 30 datasets are initially given but will increase to 60 then 80 for the later stages with small changes to the problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 311.5px 8px; transform-origin: 311.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe dataset and submission files are in JSON so I will likely post a JSON submission matlab routine.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 215.5px 8px; transform-origin: 215.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return the string \"ICFP:Matlab for the Win 2024\" \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function ICFP_str = ICFP_2024(x)\r\n % ICFP_str='ICFP:Matlab for the Win 2024';\r\nend","test_suite":"%%\r\nassert(isequal(ICFP_2024,'ICFP:Matlab for the Win 2024'))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":1,"created_by":3097,"edited_by":3097,"edited_at":"2024-06-10T17:39:00.000Z","deleted_by":null,"deleted_at":null,"solvers_count":50,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-06-10T17:34:19.000Z","updated_at":"2026-02-27T22:19:02.000Z","published_at":"2024-06-10T17:39:00.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is to announce the annual ICFP programming contest for 2024.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2024 homepage link is  \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2024\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e . Registration will be required to view datasets and compete.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis contest allows Matlab and any other language.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIt is very entertaining as the complexity changes for the three stages, Day-1, Day-2, and Final.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eApprox 30 datasets are initially given but will increase to 60 then 80 for the later stages with small changes to the problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe dataset and submission files are in JSON so I will likely post a JSON submission matlab routine.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return the string \\\"ICFP:Matlab for the Win 2024\\\" \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60591,"title":"ICFP2024 001: Lambdaman 6","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 6 maze is a single row of width 200 with L at index 1. Columns 2 thru 200 contain '.' a power-dot or piece-of-cheese depending Pacman or Mouse preference.\r\nThis maze is a string 'L....... (many dots) .....' of length 200. Future mazes will be 2D of integers. \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman,onto every dot.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB. SF B$ B$ L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\" Sl I#,\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman6 solution was written in ICFP to reduce length versus 199 Rs.\r\nB. S3/,6%},!-\"$!-!.[} B$ L# B$ v# B$ v# B$ v# SLLLLLLLL L$ B. B. v$ v$ v$\r\n\r\nThis challenge is to return a string of 199 'R's with minimal matlab program size.\r\n\r\nAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 537px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 268.5px; transform-origin: 407px 268.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 365px 8px; transform-origin: 365px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 6 maze is a single row of width 200 with L at index 1. Columns 2 thru 200 contain '.' a power-dot or piece-of-cheese depending Pacman or Mouse preference.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 301px 8px; transform-origin: 301px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis maze is a string 'L....... (many dots) .....' of length 200. Future mazes will be 2D of integers. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 331px 8px; transform-origin: 331px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman,onto every dot.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 331px 8px; transform-origin: 331px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. SF B$ B$ L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\" Sl I#,\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 294px 8px; transform-origin: 294px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman6 solution was written in ICFP to reduce length versus 199 Rs.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 235.5px 8px; transform-origin: 235.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. S3/,6%},!-\"$!-!.[} B$ L# B$ v# B$ v# B$ v# SLLLLLLLL L$ B. B. v$ v$ v$\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250px 8px; transform-origin: 250px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of 199 'R's with minimal matlab program size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = Lambdaman6(m)\r\n% m is a maze where '.' is a power-dot to eat, L is Lambdaman the token being moved, \r\n% '#' is a wall, and Linefeed(ascii 10) is right edge of maze\r\n%v is path moved using UDLR characters for Up, Down, Left, and Right\r\n%Running into a wall or going off maze reults in no movement\r\n\r\n%A correct answer for Lambdaman6 is a string of 199 R characters, char(82*ones(1,199))\r\n v='R';\r\nend\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}","test_suite":"%%\r\nm=['L' char(46*ones(1,199))]; % 46 is .\r\nv = Lambdaman6(m)\r\nvd=double(v); % keep only L-76 R-82\r\nvd(vd\u003e82)='';vd(vd\u003c76)=''; vd(vd\u003e76 \u0026 vd\u003c82)=''; % Remove non-operable characters\r\nvalid=0;\r\nidx=1;\r\nmc=[0 ones(1,199)];\r\nfor i=1:length(vd)\r\n if vd(i)==82 % R\r\n  idx=idx+1;\r\n  mc(idx)=0;\r\n  if idx==200,break;end\r\n else % must be 76 L\r\n  if idx\u003e1\r\n   idx=idx-1;\r\n   mc(idx)=0;\r\n  end\r\n end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nend\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":1,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-09T15:15:26.000Z","deleted_by":null,"deleted_at":null,"solvers_count":24,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-09T13:32:16.000Z","updated_at":"2026-03-31T11:17:56.000Z","published_at":"2024-07-09T15:15:26.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 6 maze is a single row of width 200 with L at index 1. Columns 2 thru 200 contain '.' a power-dot or piece-of-cheese depending Pacman or Mouse preference.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis maze is a string 'L....... (many dots) .....' of length 200. Future mazes will be 2D of integers. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman,onto every dot.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. SF B$ B$ L\\\" B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L$ L# ? B= v# I\\\" v\\\" B. v\\\" B$ v$ B- v# I\\\" Sl I#,\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman6 solution was written in ICFP to reduce length versus 199 Rs.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. S3/,6%},!-\\\"$!-!.[} B$ L# B$ v# B$ v# B$ v# SLLLLLLLL L$ B. B. v$ v$ v$\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of 199 'R's with minimal matlab program size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60608,"title":"ICFP2024 006: Lambda 21 - 3D","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 21 maze is a 200x200 matrix with L near the middle,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! Sllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll B. B$ v\" B/ v# I% BT I\" BD B% v# I% Sl~aF   in this language F=\u003eL, l=\u003e., ~=\u003eLineFeed, a=\u003e#, IR means Integer 49, IS is 50\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman21 solution was written in ICFP to reduce length versus 40000 U/R/D/L commands, a decent compression.\r\nB$ Lf B$ B$ vf vf IR Ls Lp ? B= vp IP S3/,6%},!-\"$!-!.WV} B. B$ B$ vs vs B% B* I$ vp I~|( BT I\" BD B% vp I% SO\u003eLF\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\n Lambdaman21 was solved by Thirteen Team using tools. ThirteenTeam youtube ICFP2024\r\nThis challenge is to solve the Lamdaman21 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template. As of 7/11/24 I am unable to expand the ICFP solution.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 607px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 303.5px; transform-origin: 407px 303.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 338.5px 8px; transform-origin: 338.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 21 maze is a 200x200 matrix with L near the middle,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 206.5px 8px; transform-origin: 206.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! Sllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll B. B$ v\" B/ v# I% BT I\" BD B% v# I% Sl~aF   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, a=\u0026gt;#, IR means Integer 49, IS is 50\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 366px 8px; transform-origin: 366px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman21 solution was written in ICFP to reduce length versus 40000 U/R/D/L commands, a decent compression.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 360px 8px; transform-origin: 360px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ Lf B$ B$ vf vf IR Ls Lp ? B= vp IP S3/,6%},!-\"$!-!.WV} B. B$ B$ vs vs B% B* I$ vp I~|( BT I\" BD B% vp I% SO\u0026gt;LF\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 100px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 50px; text-align: left; transform-origin: 384px 50px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 100px;height: 100px\" src=\"data:image/gif;base64,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\" data-image-state=\"image-loaded\" width=\"100\" height=\"100\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 182.5px 8px; transform-origin: 182.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.youtube.com/watch?v=Xcm3S9VlqqY\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eThirteenTeam youtube ICFP2024\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve the Lamdaman21 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template. As of 7/11/24 I am unable to expand the ICFP solution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v=Lambdaman21(m)\r\n%Manual sequence created using a display like ThirteenTeam\r\n%Draw paths from Top edge, right edge and left edge\r\n U='U';D='D';L='L';R='R';\r\n U2=repelem(U,199);\r\n D2=repelem(D,199);\r\n L2=repelem(L,199);\r\n R2=repelem(R,199);\r\n DUR=[D2 U2 R]; % Top edge\r\n LRD=[L2 R2 D]; % Right edge\r\n RLU=[R2 L2 U]; % Left edge Up\r\n RLD=[R2 L2 D]; % Left edge Down\r\n D95=repelem(D,95);\r\n D37=repelem(D,37);\r\n L100=repelem(L,100);\r\n U136=repelem(U,136);\r\n R15=repelem(R,15);\r\n R12=repelem(R,12);\r\n \r\n TE=repmat(DUR,1,200);\r\n RE=[D95 L2 D2 repmat(RLU,1,80) D37 R2 D repmat(LRD,1,104)];\r\n BE=[L100 U136 repmat(LRD,1,85) D D L2];\r\n LE=[repmat(RLU,1,90) D R15 repmat(DUR,1,21) repmat(RLD,1,5)];\r\n B3=[D37 D D R12 repmat(DUR,1,15) D37 repmat(RLU,1,6) ];\r\n v=[U2 L2 TE RE BE LE B3];\r\nend % Lambdaman21","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\nms=['........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'.................................##################.....................................................................................................................................................'\r\n'...........................#############################................................................................................................................................................'\r\n'.....................######################################............................................#########################################........................................................'\r\n'.................#############################################........................................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......................#####################################....................................##############.........................................................##############............'\r\n'..............................#######################################..................................##############.........................................................##############............'\r\n'..............................########################################.................................##############.........................................................##############............'\r\n'...............................................########################................................##############.........................................................##############............'\r\n'....................................................####################...............................##############........................................................###############............'\r\n'......................................................###################..............................##############........................................................###############............'\r\n'........................................................##################.............................##############........................................................###############............'\r\n'..........................................................#################............................##############........................................................###############............'\r\n'...........................................................################............................##############........................................................###############............'\r\n'............................................................################...........................##############........................................................###############............'\r\n'.............................................................###############...........................##############........................................................###############............'\r\n'..............................................................###############..........................##############........................................................###############............'\r\n'...............................................................##############..........................##############........................................................##############.............'\r\n'...............................................................###############.........................##############.......................................................###############.............'\r\n'................................................................##############.........................##############.......................................................###############.............'\r\n'................................................................##############.........................##############.......................................................###############.............'\r\n'................................................................##############.........................##############.......................................................###############.............'\r\n'.................................................................##############........................##############......................................................###############..............'\r\n'.................................................................##############........................##############......................................................###############..............'\r\n'.................................................................##############........................##############......................................................###############..............'\r\n'.................................................................##############........................##############.....................................................################..............'\r\n'.................................................................##############........................##############.....................................................###############...............'\r\n'.................................................................##############........................##############....................................................################...............'\r\n'.................................................................##############........................##############....................................................################...............'\r\n'.................................................................##############........................##############...................................................################................'\r\n'.................................................................##############........................##############...................................................################................'\r\n'.................................................................##############........................##############..................................................################.................'\r\n'................................................................##############.........................##############..................................................################.................'\r\n'................................................................##############.........................##############.................................................################..................'\r\n'................................................................##############.........................##############................................................#################..................'\r\n'...............................................................###############.........................##############...............................................#################...................'\r\n'...............................................................###############.........................##############..............................................##################...................'\r\n'..............................................................###############..........................##############.............................................##################....................'\r\n'..............................................................###############..........................##############...........................................###################.....................'\r\n'.............................................................################..........................##############..........................................###################......................'\r\n'............##..............................................################...........................##############........................................#####################......................'\r\n'............###............................................#################...........................##############.....................................#######################.......................'\r\n'............######.......................................##################............................##############...................................########################........................'\r\n'............########....................................##################.............................##############...............................###########################.........................'\r\n'............###########...............................####################.............................##############........................#################################..........................'\r\n'............###############........................######################..............................#####################################################################............................'\r\n'............#####################............###########################...............................####################################################################.............................'\r\n'............###########################################################................................##################################################################...............................'\r\n'............##########################################################.................................#################################################################................................'\r\n'............#########################################################..................................###############################################################..................................'\r\n'............########################################################...................................#############################################################....................................'\r\n'............######################################################.....................................##########################################################.......................................'\r\n'............#####################################################......................................########################################################.........................................'\r\n'..............#################################################........................................####################################################.............................................'\r\n'.................############################################..........................................################################################.................................................'\r\n'....................######################################.............................................#########################################........................................................'\r\n'.........................#############################..................................................................................................................................................'\r\n'..............................###################.......................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'\r\n'........................................................................................................................................................................................................'];\r\n\r\nsize(ms)\r\n\r\n[nr,nc]=size(ms);\r\nm=ones(nr,nc)*2; %Cheese bits are 2.\r\nm(ms=='#')=0; % Wall\r\nm(ms=='L')=1; % Landaman, start point\r\n\r\n%for i=1:nr % Display maze numeric\r\n% fprintf('%i',m(i,:));fprintf('\\n');\r\n%end\r\n\r\nv = Lambdaman21(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\nr=1;c=1;  % Limit is 50,50 for Lambdaman10 starts at (1,1)\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\nadd 45 rows above\r\n.................................##################.....................................................................................................................................................\r\n...........................#############################................................................................................................................................................\r\n.....................######################################............................................#########################################........................................................\r\n.................#############################################.........................................################################################.................................................\r\n...............################################################........................................####################################################.............................................\r\n...............##################################################......................................########################################################.........................................\r\n...............####################################################....................................###########################################################......................................\r\n...............#####################################################...................................#############################################################....................................\r\n...............######################################################..................................###############################################################..................................\r\n...............#######################################################.................................#################################################################................................\r\n...............########################################################................................###################################################################..............................\r\n...............####################............#########################...............................####################################################################.............................\r\n...............##############.......................####################...............................#####################################################################............................\r\n...............##########.............................###################..............................##############........................#################################..........................\r\n...............######...................................##################.............................##############...............................###########################.........................\r\n...............###.......................................#################.............................##############...................................########################........................\r\n..........................................................#################............................##############.....................................#######################.......................\r\n...........................................................################............................##############........................................#####################......................\r\n............................................................###############............................##############..........................................####################.....................\r\n.............................................................###############...........................##############...........................................###################.....................\r\n.............................................................###############...........................##############.............................................##################....................\r\n..............................................................##############...........................##############..............................................##################...................\r\n..............................................................##############...........................##############...............................................#################...................\r\n..............................................................##############...........................##############................................................#################..................\r\n..............................................................##############...........................##############.................................................################..................\r\n...............................................................#############...........................##############..................................................################.................\r\n...............................................................#############L..........................##############..................................................################.................\r\n...............................................................#############...........................##############...................................................################................\r\n...............................................................#############...........................##############...................................................################................\r\n...............................................................#############...........................##############....................................................################...............\r\n...............................................................#############...........................##############....................................................################...............\r\n..............................................................##############...........................##############.....................................................###############...............\r\n..............................................................##############...........................##############.....................................................################..............\r\n..............................................................##############...........................##############......................................................###############..............\r\n.............................................................##############............................##############......................................................###############..............\r\n.............................................................##############............................##############......................................................###############..............\r\n............................................................##############.............................##############.......................................................###############.............\r\n............................................................##############.............................##############.......................................................###############.............\r\n...........................................................##############..............................##############.......................................................###############.............\r\n..........................................................###############..............................##############.......................................................###############.............\r\n........................................................################...............................##############........................................................##############.............\r\n.......................................................################................................##############........................................................###############............\r\n....................................................##################.................................##############........................................................###############............\r\n................................................#####################..................................##############........................................................###############............\r\n..............................######################################...................................##############........................................................###############............\r\n..............................#####################################....................................##############........................................................###############............\r\n..............................###################################......................................##############........................................................###############............\r\n..............................#################################........................................##############........................................................###############............\r\n..............................##############################...........................................##############........................................................###############............\r\n..............................##############################...........................................##############.........................................................##############............\r\n..............................#################################........................................##############...................................................................................\r\n..............................####################################.....................................##############.........................................................##############............\r\n..............................#####################################....................................##############.........................................................##############............\r\n..............................#######################################..................................##############.........................................................##############............\r\n..............................########################################.................................##############.........................................................##############............\r\n...............................................########################................................##############.........................................................##############............\r\n....................................................####################...............................##############........................................................###############............\r\n......................................................###################..............................##############........................................................###############............\r\n........................................................##################.............................##############........................................................###############............\r\n..........................................................#################............................##############........................................................###############............\r\n...........................................................################............................##############........................................................###############............\r\n............................................................################...........................##############........................................................###############............\r\n.............................................................###############...........................##############........................................................###############............\r\n..............................................................###############..........................##############........................................................###############............\r\n...............................................................##############..........................##############........................................................##############.............\r\n...............................................................###############.........................##############.......................................................###############.............\r\n................................................................##############.........................##############.......................................................###############.............\r\n................................................................##############.........................##############.......................................................###############.............\r\n................................................................##############.........................##############.......................................................###############.............\r\n.................................................................##############........................##############......................................................###############..............\r\n.................................................................##############........................##############......................................................###############..............\r\n.................................................................##############........................##############......................................................###############..............\r\n.................................................................##############........................##############.....................................................################..............\r\n.................................................................##############........................##############.....................................................###############...............\r\n.................................................................##############........................##############....................................................################...............\r\n.................................................................##############........................##############....................................................################...............\r\n.................................................................##############........................##############...................................................################................\r\n.................................................................##############........................##############...................................................################................\r\n.................................................................##############........................##############..................................................################.................\r\n................................................................##############.........................##############..................................................################.................\r\n................................................................##############.........................##############.................................................################..................\r\n................................................................##############.........................##############................................................#################..................\r\n...............................................................###############.........................##############...............................................#################...................\r\n...............................................................###############.........................##############..............................................##################...................\r\n..............................................................###############..........................##############.............................................##################....................\r\n..............................................................###############..........................##############...........................................###################.....................\r\n.............................................................################..........................##############..........................................###################......................\r\n............##..............................................################...........................##############........................................#####################......................\r\n............###............................................#################...........................##############.....................................#######################.......................\r\n............######.......................................##################............................##############...................................########################........................\r\n............########....................................##################.............................##############...............................###########################.........................\r\n............###########...............................####################.............................##############........................#################################..........................\r\n............###############........................######################..............................#####################################################################............................\r\n............#####################............###########################...............................####################################################################.............................\r\n............###########################################################................................##################################################################...............................\r\n............##########################################################.................................#################################################################................................\r\n............#########################################################..................................###############################################################..................................\r\n............########################################################...................................#############################################################....................................\r\n............######################################################.....................................##########################################################.......................................\r\n............#####################################################......................................########################################################.........................................\r\n..............#################################################........................................####################################################.............................................\r\n.................############################################..........................................################################################.................................................\r\n....................######################################.............................................#########################################........................................................\r\n.........................#############################..................................................................................................................................................\r\n..............................###################.......................................................................................................................................................\r\nadd 50 rows below\r\n%}\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-12T05:01:51.000Z","deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-11T16:20:17.000Z","updated_at":"2026-03-11T08:39:22.000Z","published_at":"2024-07-12T05:01:52.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 21 maze is a 200x200 matrix with L near the middle,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L\\\" L# ? B= v# I! Sllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll B. B$ v\\\" B/ v# I% BT I\\\" BD B% v# I% Sl~aF   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, a=\u0026gt;#, IR means Integer 49, IS is 50\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman21 solution was written in ICFP to reduce length versus 40000 U/R/D/L commands, a decent compression.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ Lf B$ B$ vf vf IR Ls Lp ? B= vp IP S3/,6%},!-\\\"$!-!.WV} B. B$ B$ vs vs B% B* I$ vp I~|( BT I\\\" BD B% vp I% SO\u0026gt;LF\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.youtube.com/watch?v=Xcm3S9VlqqY\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eThirteenTeam youtube ICFP2024\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve the Lamdaman21 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template. As of 7/11/24 I am unable to expand the ICFP solution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"target\":\"/media/image1.gif\",\"relationshipId\":\"rId1\"}]},{\"partUri\":\"/media/image1.gif\",\"contentType\":\"image/gif\",\"content\":\"data:image/gif;base64,R0lGODlhyADIAOetAAAAAA0NDRYWFhwcHCIiIiYmJioqKi4uLjIyMjU1NTg4ODs7Oz09PUBAQEJCQkVFRUdHR0lJSUtLS01NTU9PT1FRUVNTU1VVVVZWVlhYWFpaWlxcXF1dXV9fX2BgYGJiYmNjY2VlZWZmZmhoaGlpaWpqamxsbG1tbW5ubnBwcHFxcXJycnNzc3V1dXZ2dnd3d3h4eHl5eXp6enx8fH19fX9/f4CAgIGBgYKCgoODg4WFhYaGhoeHh4iIiIqKioyMjI2NjY6Ojo+Pj5CQkJGRkZKSkpOTk5SUlJWVlZaWlpeXl5iYmJmZmZqampubm5ycnJ2dnZ6enp+fn6CgoKGhoaKioqOjo6ampqenp6ioqKmpqaqqqqurq6ysrK2tra+vr7CwsLGxsbKysrOzs7S0tLW1tba2tri4uLm5ubq6uru7u7y8vL29vb6+vr+/v8DAwMHBwcLCwsPDw8TExMXFxcbGxsfHx8jIyMnJycrKysvLy8zMzM3Nzc7Ozs/Pz9DQ0NHR0dLS0tPT09TU1NXV1dbW1tfX19jY2Nra2tvb29zc3N3d3d7e3t/f3+Dg4OHh4eLi4uPj4+Tk5OXl5ebm5ufn5+jo6Onp6erq6uvr6+zs7O3t7e7u7u/v7/Dw8PHx8fLy8vPz8/T09PX19fb29vf39/j4+Pn5+fr6+vv7+/z8/P39/f7+/v///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////yH5BAEKAP8ALAAAAADIAMgAAAj+AFsJHEiwoMGDCBMqXMiwocOHECNKnEixosWLGDNq3Mixo8ePIEOKHEmypMmTKFOqXMmypcuXMGPKnEmzps2bOHPq3Mmzp8+fQIMKHUq0qNGjSJMqXcq0qdOnUKNKnUq1qtWrWLNq3cq1q9evYMOKHUu2rNmzaNOqXcu2rdu3cOPKnUu3rt27ePPq3cu3r9+/gAMLHky48F1UmhbxUXMliA0WIjA0GFCgAYUOMoxgYVNI0yrDJFVdAkRmSAYAqFOrXs0aNYIeahx9Bq1xE58rKwi03s17N4Utj1bK6U289QEHFTiMSBEjSBUxcPwkwpSKqKpJcpRQKM69O4AWfVT+oRzuvXxvASGKiNEzaTZP8ubj8+YA6CR8+fhZJ/ChhhEqnfflJyAANmBSUoADJkhAEHyQchOCCcp3AB0kQRjhgAQM0cd/M1l4oXlLVBeShx8KCEEZochEYond3eAgSCuyiF8BVmQCU4wyEteCKTDmmKMAXJTiEo4+8raDiB0RWaR5E+zBCktKYvDDFm8M4ggmoZiSCiuqnBKKJYnQscULAuCHxUdKLmmeDZ4I11sHTsTxiJASmRIIE7qZV4hHaapZXgSKqIQgB1b00aZGoIhxQHkT8MgRjptApIopo3zCSSSF3HGGFTIkcGEAaqRE3gA9wGEgSJ78UF4ZSXIXqUb+rHBiCBgsBDCgE+6RdMcRfbxIkhu2codAihtBCtIogRyRp3xQPAmVH8EWx8ajro5ESh0r4DeFs0/F0d0H3GJkbEmFtCDfmVEN0Z0kxVZ7EiEYxMdHVJ4YwN20Go17UilWmJfAqU9twR0P7Rb3akqHLFDeCRw6ZQl3EBRM3MEpWaJBeV1ENQJ3o+Tr7kqgnODdADY+hQV37Gak70qexNtdEFDdwV0iHhv8kiUNeIfIU4pwR0jNE8M0iHcrPEUJd34A3RvFLT3hXSNOZcJdIErzxjRLpFzQ3RIOc3dI1btdzZIe3Q3wSVOQcEcJ2K2JvdIqInRnRlOAcCcK26y5vdL+H982hUZxFUi89EyscNBdyUr1UFwRgltN09/cvbFUKfYSRyHeq+m9UifR9obDUjIXx0njYdfEA3cC+GqUKh8UpwO1NtPkrddJucHdILAHTdMl3YV6FCWV94ZCuOJ+PJMF3B1xFCfIF7dIq7HTJAV3GRg1SQXcUcGn8TLNXtzdQq3yRgHckXDK9tHP1DN3zwPFCiEmdLdBJ2hyH1Mo3c3rkyVodOAdBqOrX/pmMgHurMEmrEiFKTghiUCoIQnbKY8HNDEi+8WEBtzJQkpA4ScAQMFRPRqgTJDAHSJsUE0N6EOFLAgTgRWHBSf0kQPOoLoKijAma+AOBmLIIg6ogU7+B2LhS/LAnQfwMEIhIMMkBCVEl/CtOAY4YoJOsIVCNMwkK5vJ0LhDvJFwUEYJaEKgsNhEniCpJF/0EQn80EX06a4m6ytODb3opxNATSRZlEkjugM+k6RRTVe4IvTeSJM4EgeIaOwgalSgOYvkMSaG6M4ZYzKpLyniDl3AAfniQ4G1uXFwNhFEd3ySikVooYDlYYAncwfKmvRBWEFRRR+y5R0KBJB0bbtJ6IgTMaGwQg8R5A4LJnmRR8IEcsSpHlFGoa7ubIGVjrPJyYoDg6OMoTsBgAQu83aTInAHCUhhQ3desM3M3QQG3MkYUrTQHUNgTjWNZIkDuOOGpKiCBdz++ZzKysiy7vxBKZXoHG8oWLwbvgQR3XHEUpzAnTTs06AuaUN3EPk77szgoYSUCRO4A4KmqKA4AThfMfmZElZAgDtNaIoZuBOckUKUJZPoTj2Zsgju3KGgGYWJRLkzxqWIgjtkwGkrZVID7hQAhEthQHGkINRoykQT3fnBU0BQHHC6NKcuIUN36vAUfBIHCE0tnUxWoTXu0M8pLiiOEMKaS5mQjTsqgMrGiJPSqw7VJarwH3faAJVg8sYKbOVmTHZJHAN0zCmn4I4XAmtOmIzCr72pAlQqwZ05MBaeMVmCd5b4FDvQzq5ObUndumODqCiBO4iriDFPUgmFdUebTzH+BQKK04BcUWS1JelE87jjhKgQljeMu2xq4hkSUJDAOwc4lFNSYbjixAGjd2XtabwzN6jYjjsEBa1YU2IIBZRHBuJ5iiWC15vSQje0JSlFFczzgLM6RRRx404e3jlclAyirOXZE0jwMIfwqoQUL+gOBUQqXNQQNyOE8Kp5ghoSiZKAEG0UySbiW9lyYlYko6jDR+WzWJHsFAAl2IN/R3IH13JnA8RULUkngixl5eeZI/kwaiwghtR65BE3MM/OLFxfWMkqDC0QaHw0SBIZq2YGbbgER1QhiB3EB108NrCkTkEKUFwqU2iwwgy8GyECXK7IxOmAFfSAiQgzJBSDmML+SeOTAgLTV5HxyUAkTmLk3ihABlNggx8UcYlQkAIVrEigKUBxCUb0wQxM8ICAMnC2QcI5QT/oY0nq/GjiPEDJn6y0fDaAu5RQWtOt2QDAHA1q7xSADII0yadLnRoWgMKGrOZOArhwS5WsmtVbSHGUY12BNczR07FmzQV2jMdg7+YASQiEroFtbAAk4AxuhnWzD3CEP0T7JakoRBSUWuoFdOHVZAw2A4LABkcsOyapQMQWFA3nEcgBqUGstABEYIQx8KESZs5JJuzABFTm6ARnsASUSmQABkxAAyFAQQyAMAUxvKEP0zm3UDYBiC/kYM35KUALuBCIRtNGJKFoxB5vshwEGYBAAgsgQACOkxwV+CAKX4jDITZh24/b/OY4z7nOd87znvv850APutCHTvSiG/3oSE+60pfO9KY7/elQj7rUp071qlv96ljPuta3zvWue/3rYA+72MdO9rKb/exoT7va1872trv97XAvekAAADs=\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60618,"title":"ICFP2024 005: Lambdaman 1, 2, 3","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\r\n\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\nThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a near brute force recursion with a time limit. Optimal solutions are not required.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 315px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 157.5px; transform-origin: 407px 157.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 356.5px 8px; transform-origin: 356.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 332px 8px; transform-origin: 332px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a near brute force recursion with a time limit. Optimal solutions are not required.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [pathbest]=Lambdaman_123(m)\r\n Lmax=Inf;\r\n %m  % Wall0 Lambda1 Cheese2 Eaten3\r\n [nr,nc]=size(m);\r\n adj=[-1 1 -nr nr]; % using index requires a wall ring around maze\r\n \r\n pathn=''; %UDLR\r\n ztic=tic;tmax=35; %Recursion time limit\r\n Lbest=inf;\r\n pathbest='';\r\n mstate=m(:)'; % recursion performs maze state checks to avoid dupolication\r\n mstaten=mstate;\r\n L=0;\r\n mn=m;\r\n Lidxn=find(m==1);\r\n [pathbest,Lbest]=maze_rec(ztic,tmax,adj,pathbest,Lbest,L, ...\r\n   pathn,mn,Lidxn,mstaten,Lmax); %use VARn for recursion updates\r\n\r\n toc(ztic)\r\nend %Lambda_123\r\n\r\nfunction [pathbest,Lbest]=maze_rec(ztic,tmax,adj,pathbest,Lbest,L, ...\r\n  path,m,Lidx,mstate,Lmax)\r\n\r\n%Conditional recursion aborts\r\n if toc(ztic)\u003etmax,return;end %Recursion time-out\r\n if L\u003eLmax,return;end % Limit recursion trials to known Lmax\r\n if L\u003e=Lbest,return;end % Bail on long solutions\r\n \r\n m(Lidx)=3;\r\n if nnz(m==2)==0 % Solution case. Better solution found\r\n  Lbest=L;\r\n  pathbest=path;\r\n  toc(ztic)\r\n  fprintf('Lbest=%i ',Lbest);fprintf('Path=%s',pathbest);fprintf('\\n\\n');\r\n  return;\r\n end\r\n \r\n UDLR='UDLR';\r\n \r\n mn=m;\r\n Cadj=m(adj+Lidx);\r\n for i=1:4 % UDLR\r\n  if Cadj(i)\u003e0 % Ignore into wall Cadj==0 movement\r\n   Lidxn=Lidx+adj(i);\r\n   mn(Lidxn)=1;\r\n   mn_state=mn(:)';\r\n   \r\n   if nnz(sum(abs(mstate-mn_state),2)==0) % Pre-exist state check\r\n    mn(Lidxn)=m(Lidxn); % Reset mn\r\n    continue; %Abort when create an existing prior state\r\n   end\r\n   \r\n   mstaten=[mstate;mn_state]; % When update walls re-init mstate\r\n   pathn=[path UDLR(i)];\r\n   \r\n   [pathbest,Lbest]=maze_rec(ztic,tmax,adj,pathbest,Lbest,L+1, ...\r\n     pathn,mn,Lidxn,mstaten,Lmax);\r\n   \r\n   mn(Lidxn)=m(Lidxn); % reset mn in fastest way\r\n  end\r\n end % for UDLR\r\nend %maze_rec","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 1  optimal solution L15 LLLDURRRUDRRURR\r\nms=['###.#...'\r\n    '...L..##'\r\n    '.#######'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman_123(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 2  optimal solution L26 RDURRDDRRUUDDLLLDLLDDRRRUR\r\nms=['L...#.'\r\n    '#.#.#.'\r\n    '##....'\r\n    '...###'\r\n    '.##..#'\r\n    '....##'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman_123(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 3  optimal solution L40 DRDRLLLUDLLUURURLLURLUURRDRDRDRDUUUULDLU\r\nms=[  '......'\r\n      '.#....'\r\n      '..#...'\r\n      '...#..'\r\n      '..#L#.'\r\n      '.#...#'\r\n      '......'];\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman_123(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-13T05:35:58.000Z","deleted_by":null,"deleted_at":null,"solvers_count":12,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-13T05:05:28.000Z","updated_at":"2026-03-11T09:46:10.000Z","published_at":"2024-07-13T05:35:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a near brute force recursion with a time limit. Optimal solutions are not required.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52308,"title":"ICFP2021 Hole-In-Wall: Calculate Score","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the Score defined in the Specification when given the hole vertices in hxy and figure vertices in pxy. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy matrix is [P,2] where P is the number of figure vertices. The pxy matrix will be valid and fit within the hole.\r\nScore can be summarized as the sum of minimum square distances to the figure from each unique hole vertex. Score=calc_score(hxy,pxy)\r\nThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.\r\nThe ICFP Contests page shows the annual contests back to 1998.  The 2019 contest can be processed by Matlab. ICFP2019 Results Youtube gives a summary of this contest.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 591px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 295.5px; transform-origin: 407px 295.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 148.5px 8px; transform-origin: 148.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 30.5px 8px; transform-origin: 30.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 234px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 117px; text-align: left; transform-origin: 384px 117px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 234px 8px; transform-origin: 234px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 231px;height: 234px\" 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300dDfVUMjBoh+cbHwhTSCAEp2CobKMTZ0hmU/2zX1DdV7/GT2ns90cxbTrYG2ts2PgMP4mXa+pcv+YCeuL8s/lpIoQpJA2CUwJUtv6pFpJuuafNa6xp82p+iobsynayqdMLhCmYDMEpASrb/FQPyWxkTJsO2ZVtkKnTC4QpmALBKQkq2zQdQ9JN9LXNbGRXtlFMnV4gTEFHCE6JklbZmhCS2cicNjPJrGxFTZ1eIExBdQhOiUyubE0NSbc4pk2H7MpW1tTpBcIUVILglMyEyjYpIZlNXNOmQ2ZlG+fU6QXCFOKC4IyBTpXteEiyX8eDMioqh6RbnNNmJpmVbfapc7r9o8ZkT51eIExBBgRnDFStbOWFJA9KhUMym7inTYfMylb1qdMLhClEDcEZk7grW4SkPzJft+mFzMpWt6nTC4QphIHgjJGsynY8JJN3TTIqqkybmWRVtiZMnV4gTMErBGeMRFS2CMnoqXJt001mZWvi1OkFwhSyQXDGLExlOx6S7NdkL+6IpOK06ZBV2SZl6vQCYQoITgV4qWzlhSQPyoSGpJtq1zazkVXZqvS6TtUgTJMFwakAd2U7HpKoW+Om8rTpkFXZYur0B2FqLgRnzJy/VAuGRmhOby9CUiGqXtvMRlZli6kzHISpGRCcEhWMjtLqR5+gxoNtVNbfTzNf30flVlhGZayiggaXLKTBk5dYHyfR4OKFNLSgmX8W/NJh2swko7LF1CnGVCtApx04SNP3HaAZ+/Zbt1uoZHCQfza8Puu5Yf+smTRYWkoHrF+fPnMVjRYU8M+CXwhOSVhofvo/vkUVPdEEJUJSLB2ubbrJqmyTumErm8gwZUH6gy9cS4MlJfwe8APBKck5D6ynsx56mJ/8QUjKp9u06ZBR2WLqjE+UYbrxzNX04OUX8xP4geCUhH2Hzr5Tnwz7DrBvwTwqWLkcIRkTna5tZiOjssXUqY6gYfr8ymV079vfyk/gR+FFF573FX4bBKo+2kULtr3MT2kjRYW0//hZ9PJJi2nTGSvp0YvOt78D3HnuWVRhfUEXLTuFRvEkJF3Vb9ZR1W138FMamzJZaOrwv0d5eRm1tx+hvv5+fk/0umuqadZre+2va0dVdzf1VFXR3jkn8HtAht6qSmqb3kS7rG+4Xzj9NHvqf3npEtp3wiw6OqWWxgoK7EtE7HJRpi3W8wt7/gH/cHU4Rg+95UL6+Sc/aofli6edTG1NU+372TUqVrmBfGzarLj3Pn4a13vZGqUr2kzsZU3NzXP5SYzOuin0kvXk7LZoy1aqO9zOTxAX9lzCnlPYcwt7jvnTlZfxz0AUEJyKYlUbwlO+invuP6aiZYHZe6le14LYG2qwd6US6aWli+0NzUxNB1po0eat/ARgJgSnwrZv32lvSoIcJkybmVh4sjfXEAVTJyQVglNhqGzlMmXadMiobDF1QhIhOBWHylYO06ZNh+jKNvfUuQ1TJxgLwakBVLbimTZtZhJd2WafOg9i6gRjITg1gMpWLFOnTYfoyhZTJyQNglMTqGzFMXnadIiubDF1QpIgODWCyjZ6pk+bmURWttiwhSRBcGoElW30kjBtOkRXttiwhaRAcGoGlW10kjRtOkRWtrjWCUmB4NQQKttoJGnazCSyssW1TkgCBKeGUNmGl8Rp0yGyssW1TkgCBKemUNmGk9Rp0yGyssW1TjAdglNjqGyDSfK0mUlUZYtrnWA6BKfGUNkGk/Rp0yGyssW1TjAZglNzqGz9wbQ5kajKFtc6wWQITgOgsvUO0+axRFW2uNYJpkJwGgCVrTeYNrMTVdli6gRTITgNgcp2clW33YlpMwdRlW2uqfPUp5/lJwD9IDgNgsp2osK2Q1Tx+z9S/dqv0oyLrqDab/+Af2Zc0qfNTCIqWzZ1vnjqUn4ad8bDj9P/+ub36C133UOLX3iRKru7+WcA1IfgNEjSK9sJQXnx2+m4My6kxs/+I1Xd+hsq3rWH/65xYyUl1PXRD/ETiKpsX128kLprqvlpHKtrl214hq687U669vpv0d/c8AMEKWgBwWmYJFW2eYPSw5/B0NwTaTTLE3qSiahs2dTZYYXyZBqs/z0RpKADBKeBTK1swwalW99luLaZjYjKdsuyU/gt7xCkoCoEp4FMqWyjDkq30YpyfgsyiahsRwvCP9UgSEEVhRddeN5X+G0QiG0SLtj2Mj+l7Vwwj/YfP4ufosXCs7y83H4S1EWxNSmXP/wYVd2+jmq//1Oa8rVvU6UVnCWbt1JhxxH+u7wbWjif+s8/m3re+w4aXLqEyjY+wz+T1n/uWTQYYBJKAvZ109fXb38dRSHb1//Gs1bbk2hPdRWlxsaoqruHf8abit5emrHvAC16cRuteGIjzXtlOzUdbLFCtIfGrKDurarkvxNkP/+YDsEpSRxfuOyJjz0BsgBV0XhQ3mUHZe23f0gV99xHpc9tpqL9Byg1PMx/pzeZQXn005+kzs9cQ72XXESDp55s/fsOUsX9D/HfmYbgzK+8vIza249QX38/vye4bF//2045iTa9aRVtX7yQnl+xjHYsmk8tM6cHCtIC6/fXdB6lmXv32/9/Tn36OQRpBgRntBCcksQSnPYTXoqOO25G+o6YuSfK8aB8IfKgHJkx3frqLuS/k6jE+rNHcPpjf8OVStE+63+bsCb9+rf+/3TX1NDBWTMRpAIgOKOVuv66tWP8Ngh08qbn6fI77uantAcuv5iePnM1P4mzauXp9sKHbCwoS7ZstT62pX/dvJVSIaYXFpSDSxfbtavzMVZSzD+bX6X1Z9/wxbX8lNbx5S9S18c+yE+Qy4aNm+xt7TDCfv2nRkdpuhXg0/dZH/xXFgZBjVjfVB20vqG0P2amf21rmsY/a544n39MhIlTkji/45NV2cY5UU4GE2dwUVS2ob/+MZGGgokzWghOSWINTkGVrcxrlH6D0g3BGVwUlW3kX/+TBilZQep909b0IEVwRgtVrSQqVCVhK9vx6pXXrzFWr36hqg0vTGUr++sf1e5EqGqjhYlTEhW+4/Nb2eo0UU4GE2d4YSpb6V//mEgnwMQZLQSnJEoE5ySVrcrXKMNCcIYXprKN/es/4ddIEZzRQlUriUpViVPZjlev8W+9ioaqNjpBKlvVq8Jjq92DVtgc5J/1T7VqF1VttBCckqjwhdvQesh+UphzuJ3mth+hipdeMTYo3RCc0WHvg8zC08+7Cun2xG3aNVIEZ7QQnJLE8YXrBGXmX/7ioSH+Wf90Cko3BGe02Hshb3C9hWE+uj9x6z6RIjijheCURMYXLoIyNwRn9PxUtqY9ces2kSI4o4XglETEFy6C0jsEZ/T8VLamP3GrHqQIzmhhq1aSKLbaWFDOfXUHnfLM83Tm+kfp7D8/TIs3b6XjXt9HtUc6qdD6y+sH+4vYtmIZjX30A7FvvYqGrdro+dmyNX6rU/GtXeP//CVDcEoS5AtXRFDuXNhML5y+jB6/4Bx69MLzaPP8uVR4xiqqPWmRUUHphuAUw+uPH0vcE7diryNFcEYLwSmJly9cGUH58kmL6cDxx1FXbY39l41R/cePRQHBKY6XN0ZI/BN3zBMpgjNaCE5Jsn3htsyYbn/XKTso3US9l61KEJzieKls8cTtIjlIq63Pzd65m//uNARncFgOkiTbxfmweqqq6LW5s+m1E9Mfh6c28s8EE9ePH5MBy0Hi5duyxXKKfw1th+iEXXvSHzv3WAHovdr1An/+wWUfQUBJLCjZT83/05WX0U8+dw3d+KW/o7uueic9u+r00KHJbN++096UBAiCfdNVX1fHTxAW+zvN/m6zv+Ps7zr7O8/+7rPnAPZcEBabaiEYVLWSLH1uMx332l5+8ob95WD1zaYzVtJDl15Ef3nLhfTy0sV08LiZ1FdZwX9XdEyubFHVipevskVVGx77O8/+7rPngA3nvMkO0ENN02iotIQqevqoZHCQ/05v2OUbVhODfwhOSWZZockql3xkB2U2bDuSPQGyZSGTIDjlyLVli+CMXtggfW3uHNo1fx4/gR8ITkn2zjmBlj/1zIQ3KFAhKLMxccsWwSlPti1bBKd4foJ0qKSEfv3RD9BojoVByA/BKclYKkXPr1pu3SDri3sG/fHtl9thqUJQuplY2SI45clW2SI45XMH6SsnLbLfkWjfCbPojg9fRYNWeEIw+HZDov6yMvrLJRfSA299C7XOaOL3qoltR7I38gYIgi0KNc+by0+ggtbpTfZzz4OXX2w/F0FwCE7ICVu2EEbQLdtUqo8KCjqtjy5+D4BaEJyQE1vwwNQJQbHr5M3NuafOFI1ScckOqqz6PVXX3kJT6m+kuobrrY+vW7e/Y33cQPWN/2bfXzPlZ1RVfSeVlm62gxUgTghOyAuVLYSRr7Itr3yIqmtupdKyZ6m4eI81YR6xQnGYf3Ycu7+oaC+VlL5IldXrqK7+m3bQlpVvsH7/AP9dAPIgOGFSqGwhDBaeVZXHXlNL0Qi/5VPKmlStoK2o/BPV1N5kBehjdrULIAuCEyaFyhbCmHHcDprb/DA/RauwqNUK0D9TzZRbqLT0BX4vgFgITvAElS34lUr1U23dj2hq02fo+OMP8nvFYHVuZfVd9vXSwsLD/F4AMRCc4BkqW/CqqGg/TWn4lhWc37dCzftP+QiLXS+tqLzfrnIBREFwgmeobMGLwsJD1ND0j1Rd8yt+j1zFJa9SVfXtVni/zu8BiBaCE3xBZQv5FBW/TnWN18V+vTFV0EuV1b+zQxQgaghO8A2VLWTDKlm25cqWdVTArnWWlz9hTZ65f8A2QBAITvANlS1kU117M1XV3M5Paigq3kNlVnjiXYggSghOCASVLWQqr3jY3qD1o0nS2zWzN04oK3+KnwDCQ3BCYKhsgWGVaHXtz/nJOxacjY38IFhJ6RZs2kJkEJwQGCpbYCqq7g000VVWEi1ezA+CsaqWhSdAFBCcEAoq22Rj1xArq+7hJ/9YcMoKz5LSzVRcMvFnggIEgeCE0FDZJldF5YP2NcQwWHDKqGxTqSEqK3uGnwCCQ3BCaKhskyuKpRsWmrKmTvbSFLwlH4SF4IRIoLJNnpLSrfZb3EVBVmXL3hihqOg1fgIIBsEJkUFlmywsNKP8eZiyKlv27kYAYSA4ITKobJMlqmnTIauyLS5+jQpS3fwE4B+CEyKFyjY5Sks381vRkVHZFhR2WB94JyEIDsEJkUNla76CwiPWxyF+ipaMyjZVgIkTgkNwQuRQ2ZqPbaamUsP8FC0ZlS2qWggDwQlCoLI1G/uZmyKJrmwLChGcEByCE4RBZWsudp1QNJGVLX5aCoSB4ARhUNkabKyY3xBHZGU7JuHxg7kQnCAUKlszjYw08FtiiapsR0er+C0A/xCcIBwqW/OMjAhee80gorIdQ3BCCAhOEA6VrXlGhhutqa2Sn8QSUdli4oQwEJwgBSpbs4yNldHoSD0/iRd1ZStzYgbzIDhBGlS2ZunrO5PfkiOqynZ4aBYmTggFwQnSoLI1y0D/Mn5Ljqgq2+GhE6z/m0ofAAJAcIJUqGzNwYJzeHgGP8kRRWU7NHw8vwUQDIITpENla4aR4enSp04mTGXLlpqGhxCcEA6CE6RDZWuO3u5L+S15wlS2Q0PzaWysnJ8AgkFwQixQ2Zqhr+8sKzzfwk/yBKlsR4anWRPyKfwEEByCE2KDytYAY4XUY02dY6Pypzi/le3AwMk0MjKNnwCCQ3BCbFDZmqGv9wIrPC/jJ3n8VLbsuubgwEn8BBAOghNihcrWDEePfCKWNxXwWtmySnl0tJafAMJBcELsUNnqb3h4JnUc/oJ9HVG2ySrbvt7zaWhwPj8BhIfghNihsjVDb/cldLTzI9YtuU8r+Srbgf7l1N+3mp8AooHgBCWgsjVDV+eHrI/385M82SpbNv329qyhsbESfg9ANBCcoAxUtmY40v4Z6uz4Wxodreb3yJFZ2Q70n0rdXe9AaIIQCE5QBipbM7CfnNLZ8Uk6cvjvaWjoRH6veCw0Fy0qpb7ec6xJ82K89ASEQXACgBDdXe+kQy1fl/YWd2zCndZwHR034+N2eAOIguAEZdTX1VHzPHkTCog3NNhMLftvoZ4eca/zZG80f/TIX1v/f26yr2myryH2tQQgCoITlNHcPJfq6/GEZ5qRkXrq730TP0WIvWtR1xVWYN5sX1dlIc2wryH2tQQgCoITlNA8by6mzYQZGFhGg4ML+cmb4eHjqKf7cmo/9GU6sO/XdLjt32hkuIl/dhz7WmJfUwAiIDghdqhok6m3ew0d3Ptru2JlAdjZcTV1H30P9fWeS/39K6i/7wx7omT3s6BsPfh9OvD6b+lw67/bv8+ZMHNBZQuiIDghdqhok439TM90QF5jB2TbwRupdf9/UeuBH/FAvcYOyv7es2hsrJT/U5NDZQuiIDghVqhoQSRUtiACghNig4oWZEBlC1FDcEJsUNGCDKhsIWoITogFKlqQCZUtRAnBCdKhooU4oLKFqCA4QTpUtBAHVLYQFQQnSIWKFuKEyhaigOAEaVDRggpQ2UJYCE6QBhUtqACVLYSF4AQpUNGCSlDZQhgIThAOFS2oCJUtBIXgBOFQ0YKKUNlCUAhOEAoVLagMlS0EgeAEYVDRgg5Q2YJfCE4QBhUt6ACVLfiF4AQhUNGCTlDZgh8ITogcKlrQESpb8ArBCZFDRQs6QmULXiE4IVKoaEFnqGzBCwQnRAYVLZgAlS1MBsEJkUFFCyZAZQuTQXBCJFDRgklQ2UI+CE4IDRUtmAiVLeSC4ITQUNGCiVDZQi4ITggFFS2YDJUtZIPghMBQ0UISoLIFNwQnBIaKFpIAlS24ITghEFS0kCSobCETghN8Q0ULSYTKFhwITvANFS0kESpbcCA4wRdUtJBkqGyBQXCCZ6hoAVDZAoITfEBFC4DKFhCc4BEqWoBxqGyTDcEJk0JFC3AsVLbJheCESaGiBTgWKtvkQnBCXqhoAXJDZZtMCE7ICRUtwORQ2SYPghNyQkULMDlUtsmD4ISsUNECeIfKNlkQnHAMVLQA/qGyTQ4EJxwDFS2Af6hskwPBCROgogUIDpVtMiA44Q2oaAHCQ2VrPgQnvAEVLUB4qGzNh+AEGypagOigsjUbghNQ0QIIgMrWXAhOQEULIAAqW3MhOBMOFS2AOKhszYTgTDBUtADiobI1D4IzwVDRAoiHytY8CM6EQkULIA8qW7MgOBMIFS2AfKhszYHgTCBUtADyobI1B4IzYVDRAsQHla0ZEJwJgooWIH6obPWH4FTUwGABHT5cRDt3ldKmTZW0fn0NPfDnGnrk0Wp69rlK+/6OjiIaHkrxf2JyqGgB4ue3sk2NDlPBUCcV9e2hku4XqazzCSrvWG99PEqlXS/Y9xcOHrZ+3yD/J0C01PXXrR3jtyFm+/aV0O49JbRnT6n9a1dXIf9MbnV1wzRn9iDNtj7mzB6gpqYh/pmJWD20auVyfkqeyjvupoYvruWntI4vf5G6PvZBfgKR8Od/rA0bN9H2HTv5aSIWhEX9r1PRwGtUbP1aMNTOP5PbaGElDZcdn/4oZb8exz8DUcPEqQA2QX7v+0303e9Po9//YQpt3lLuKTQZNnU++1wFrbtrCn3nu9PoRz+eStu3l/HPpqGiBVBPtsqWTY/VB35Btft+SJWHfmdNlM97Ck2mYKSHSnpeoorD91PN/v+mmr0/tidSGsNsFDUEZ4xeeKGCbvl5I/36N3W0d18xvze40dGUNamW0n/9rJF+dVs9vfRSuX0/KloA9WRWtsV9O6my7W6qPvhz+zaNjdr3h1E02GL9O++i6pZfUmn3ZgRohBCcMejsLKSf3dRIv7TCbdu2idNhVJ63Qvnm/2mgP913Bk2b2szvBQCVzJ/TRMvL/mwFphVu1nSZiiAw3Yp7d1Bl6zprkv0fa3rt4PdCGAhOybZsKadf/LKBXnlVTGBO1Eh/Wb+KPvXp2bT+4Wp+HwCooLRrEzVu/xItr3yMGquiD0y34v49VNXym/T0CaEgOCV68qkquvePtfT66yX8HtEWWx+N9MhjVXTd9TPo9jtQ1wKooKL9AZqy55tU3vEXarS+p10saY+H1bflh++nsiNPWCdUt0EhOCV5zAqvu+6eQu0dRfwe0Vhoso+0l18po3/80iz6xa0N/B4AiEN5+0PUsP2fJ0x+i2emP2RgS0QsuCsO3c/vAb8QnBKwSfO++2v5SYZG62M8NB3DIyn6xg1NdMdvEzh5Dg/zG+PKH32cUgMD/ASisD/j8oce5qdxqf7k/dmXdzxEda99k1Kjx/63s6mTTZ+ylB19ypo8H+cn8APBKRi7pvnwI1U06OONCsJLV7TZsDdV+MlPp9Kj1gScJOVPbuS3xpX95VGaed5lVP2zXyBABShsabX/bKd9+JNUce+x003ZE0/xW8nAln9q9t9MRf2v8XsmklnZOsqPPJF+yQr4guAUaPfuUnr40Wr7tZbyTKxos9n2Uhn92ArPV16RsaCkhuKXXua3JipsO0R1X/0aAjRC7M+Q/VlOv/L99p9t6TPP8c9MVPT6Xn7LfEX9e6n6wM1WSD3L78lOZmXLpEZ77Xcisl8CA54hOAXasLFS4iIQk72izYZt2d52ezIq26J9+ynV28dP2SFAw8ucMNmfJfszzafgaBcVv7Kdn8xW2baOKtof5Kf8ZFe2hYOtVHp0kxWiI/wemAyCUxD25gbPPV/BT7LkrmizuevuOnr8CfMr29Inn6aivfv5KT8EqH9eJ0y3giOdVPbU0/xkrtLuF6jy0L38NLk4KtuSnm3WB16m4hWCU4CBgQI7NOW+UcfkFa1bW1sRrbt7Cj+Zq+ypY69v9l1wDg0uWchPx3ICtOl9H6ean9zkOXiTxM+EOTR/HvVddD4/jStNQHBWHLqHigb81dKyK1uGvYF8wUgvP0E+hRddeN5X+G2IyKZNFfTIYxK7FnvKXGF9+J9wd+wopfnNA9RsfZiI1bS13/mhXQs6Rmuqqf0b11HPFZfTyNRGe/IpPHSYf3YiFg5ljz5JpZuep4KuLhppmmb/80nG/kyqfrPO/nOtuu0OKjpwkH/mWCwwuz98FXV+5hrqO/8cqvjTg1TQ3cM/a/27Drfb94821PN7zMK2Vqfs/UHWLdrJVJZa39xaX7a9kn7oSeFwB40WVdNw2Sx+D+SC4BRg3V31dNTjm7RH43TrY3b6pk/Dwyn7PW7felknv8cs5fc/RFV33M1Paf3nnkVdH/sQjU6ppYGVy6n/zNUIUA/8B+b7rMC8mnovu9gORvbnXbJ1G5W89Cr/XewlKf00bP3ewVOX8nvMwt5svbTLW3XtVmEFJ6WIXst/qThShcPt1F+7ip8gFwRnxNiPBlv/SLUdRnKwepYFZ3CsWr780k6qkvC2X7LV3PRzKtk2caO2+wPvpcFlp/CTNYEiQPMKOmE6gZmpsPMolT/4F35KGysvt3+vaQpGuql234+p0ONPN8lmqvWl1WsNq4fGCxOhUqP9NFR2Io0Wy3zduX4QnBFjr9vcxn8qiXjBK9pMnUcL6bTTemnBfLPq2lw17dHPXmMHpBsCdKIoA9MxWlWVmLqWvcFA9YGf81NwsivbkeJ6Gi4/gZ8gGwRnxB55tJpaW8P/iDBvgle0btOmDdMF50n6tlaSfDVtPscEaKcVoG3JCVARgelIUl1b1Xa3/UbuYUmvbAsKabDqZH6AbBCcERoYLKA7f1snqaYNX9Fmamkppk/8tcSLKRJ4qWnzSdoEKjIwMyWlrq3b87VQNW0mmZVt4VAH9dessgJU1gCgHwRnhNqsSfOJJ2W8LjKaijYTu875Vx86TGVlZvzEBL81bT6mB6iswHQkoq4dG6Epe39oXzOMiszKdqhiPq5z5oHgjNCBA8WS3vQguorWwabkd73zCDU0HPtm6DoKWtPmY1qFKzswHUmoawuH2qh230/4KRoyK9uhimYaKZnKT+CG4IzQnj2ltHWb6MWgaCvaTJe+pZNOOF7SBoJgYWvafHQP0LgCM5Ppda39Q6Nb7+Cn6MiqbIfLTrA+JL99kUYQnBF65dVy2r6DfVsoSvQVbaZzz+2iRQujq5biEmVNm49uAapCYDpMr2tLel6iysPe32bPDxmV7UjpdBoqP5GfwA3BGSH200bYT0QRJ/qKNtOaC4/SkiX6B6eImjYf1a+BqhSYDtPr2tLu56mi4yF+ipaMypa9JGWoMvdbUiYd3qs2QmVlIt9AwP970fpVWmrGYlC296btX72S3xJneM4JdPRTn6BD3/06Hfn8tTS4OPcTT8kLW2jKf3yLGq/9grD3wmWByd5Llv3/mOzN11lgdn72ajp043/aocnOog1k+d/ElPeuHbWCRyTR72U7WljDb0E2mDgj1N5RTC9uFXGNU2xF6/jIXx2iWbOG+ElPsmrafOKucFWcMLMxua5lb5Ze1Xo7P4khsrIdqjyJhsskv8u8RhCcEerpLqRnnxMRbmIrWsenrm6j+jq9fyaf7Jo2H9kVri6B6TC6rk2NUc2BW/hBDJGV7UDNMhopkfONpo4QnBEaGkrRk09F/TpOcVu0mVhN+3efbdG+rhW5TRuU6AlUt8DMVGj9WZQ/uJ6f0kzYrh0rrKCqlt9QwWj+H6Aelqgt2/7a1TRahLo2FwRnhMqs0Hn88WoaGYnqnYPkVLTM8bOG6OpPtvGTnlSoafOJegLVOTAd5ta1Kao8/Ef79ZyiRV7Zpgqot2GN9WsRvwPcEJwRKigkam0rpoMHo3qrKjkVLXPVe9vpnLO7+UlPKtW0+YSdQFN9fdoHpsPkurZw6DCVHT12US1qUVe2bJt2oDq+hkYH2KqN2OzZUX3bJ36LNtPKFePf8esqrm3aoJwt3NZf/Je90ZqvknW2cGesuZJmnn/5pFuy7N/F/p0tv77ZDk0WoKoaWM1alYlM2K4dqD6N3xIvyi3bIfwg60khOCM2Z/ZABC9LYbWivNBsnjdAKzQPTlbTup9sWXgMnHHsk7Jq7JCzwu3gb2+d9GUsqcFB+yMXJzD3r7/X/nfmC2NVsG9uRqY38VNa2ZMbqfiV7fykp4HqZTRYeRI/ibf4OOuZI+z/3KkCGi7FjxSbDIIzYk1NQzTd+giHhaa8a3InL+2luil6b9OWPvn0Ma+FZJNMvhBSzRsT6K2TT6BuOgamY3j28dTv+ganoOMIlWk+dY4VlEidOllosvAMY7h4Kt5qzwMEpwCrV4WZ3uRWtPV1w/TOdxzhJ33pVtPmY4egxwlU58DMZGpdy5Zshkun85N4YSvbgRo9/87IhuAU4NRTe+nUU3r5yQ+5FS1z5RVH6NxzIt5ll0znmjYfZwI98oVrrf/I7BuO7f/+r1oHpsPkura34TJ+kiNoZTtUsZAGq8z6YeKiIDgFSKWITju1j0pL/V7rlFvRzj5h0A5O3ZlQ0+ZTtvFZK0Wz/7i30o2b+C29mVrXMj2Nl9k/31KWQJVtqoAGrNAcww+v9gTBKciiRX20ZJGfN0yXW9Ey73hHBy07LchkrBaTalq3wtY2Klv/KD8dq9z6XNHu1/hJb6bWtSw0e6a+jZ/k8FvZDpXPs6bNJfwEk0FwCnTOOV32xurk5Fe0l13aSVe9u52f9MUmTRNrWkf5+seoZOvEd0LKxEKThacJTK1rme7GK6zwvIKf5PBa2Q6XzaK+KefwE3iB4BRoxowhOufsLnvTNj+5Fe3yZb30N3/dRjNn6v2G7gwLTaNrWg+hWGaFqwlMrmtHi+vo6Iy/ov7aN/F7xPNS2Y4W1dqPCZu0/iA4BVuwoN9+R56KilzXO+VWtCwsWWiy8DSByTVt6cZnjpkmR2Y02UtDmdjvMWXqNLWuZVhle3TmR6Re78xb2aYKrNA8gwYrF/E7wCsEpwSnL++hi9ccpYIC9xuoy61oiwrHaO0/77drWhMkoaZN9U58k/C+N59HvWsu4KdxpkydJte1DJvu2uf8k/0m8LLkqmz7as+yHs8qfgI/EJySrF7VTe965xGaMT2zHpVX0bIJ88Zvv2ZMaDIm17S5loL6zjub+q2PsZISfk+aKUtCJte1joGaFdQ2/+tWaK3m94jlrmxZbdzTeCn11Z/P7wG/EJwSLV/WQ5dawbVgPtu2lVfRsrBc+y/mTJoOk2vabEtB/WedYQWnNSW8aZUVnmfxe9NMWhIyua519E85i47M/rwVYG/l94jlVLbDZbOpp/5iO7whOASnZPOb++nTfztG735Xk12disR+tubnPttiT5qmXNN0mF7T5po2nTdCsG+7oK7Vy2DFQjo87/9S56yrabTQw/prGKlCOuGUS6h48SdoqHIBvxOCQnDG4KQlc+gbX+unW27aRVe9p53KfL9RQn51dcP0sY8cottu3UF/95kW4QEdB5Nr2mxLQcOzZlL/+eNh2WfdHlrQzE9ppiwJJaGufYMVaJ2zrqHWJT+hozM+QiMlU/knIpIqsKfa1oU3Umr5/6N5C07mn4AwEJySNc+ba32caN8+68xu+tp/7KWf37LLrlErc27eesPed/YdV3bQHbftoK/87/1GvLlBLqbXtO6lIHZdc4h/3TAjM6bbta2bKVNnEuraTIOVi+nI7L+nliU/o+5p76TRoin8M8GMFZRSX90F1LL4J3S4+Tq7GmbYcw97DoJwEJwS1dfVvRGamdjPwvzBd/fQs0+/SLf8bBe9773triWi3ObMHqSPfyw9XW58ahvd8M3XaZ6nN13Ql8k1bb6lIDeTl4SSUte6DZcdT+1z/5X2rlhPLSfdREdnfty+z4uR4kY7dNsW3GD9849Q28Ibsl7LZM9B7LkIgktdf91a83o8Ra1aeXrW4MxleCRFBw8U0959xdTWVkwDAyn79aBTpw7bwTprVlQ/NFsvlXfcTQ1fXMtPaX1rLqC2H97AT/qq+s06qv+nf+WnNLYU1Prf33vj+mamqVd/jsrvf4if0jr+9z9S10c+wE/6avj8P1Pluj/wU1rHV75EXR9+Hz8lS9HAfiocOkSFgy2UGumza97hkiYaKZ1phWaDPWV6tX3HLtqw8Rl+Ar8wcUqSWdF6xa5NsnA8Y3UPve2tR+jd7+qwK102oSY1NBmTa9rJloLcTF4SSlpdO5lhKyAHqk6h3vo19tv39TRebk+U7H4/ocmgsg0HwSlBrooW/DO5pvWyFORm8pJQUutaWVDZBofglKC5eS7V1+MLNAomb9N6WQpyM3lJKFHbtTFgz0nsuQn8Q3AKFqSihdxMrWn9LAW5mbwkhLpWLFS2wSA4BUJFGy2Ta9p87xQ0GZPfSQh1rXiobP1DcAqEijZaJte0fpeC3ExdEkJdKx4qW/8QnIKgoo2eqTVt6cZNx0yHky0FuZm8JIS6VjxUtv4gOAVARRs9s2vaR30vBbmZvCSEulYOVLbeITgFQEUbPVNr2jBLQW6mLgmhrpUDla13CM6IoaIVw9SaNsxSkJvJS0Koa+VAZesNgjNCqGjFMLmmDbsU5GbqkhDqWnlQ2U4OwRkhVLRimFrTRrEU5GbqkhDqWnlQ2U4OwRkRVLTimFvThl8KcjN5SQh1rTyobPNDcEYAFa04pta0US4FuZm6JIS6Vi5UtrkhOCOAilYcU2vaKJeC3ExdErLrWtfUibpWHFS2uSE4Q0JFK5apNW3US0Fupi4JZWsaUNeKg8o2OwRnCKhoxTK1phWxFORm6pIQ6lr5UNkeC8EZAipascytaaNfCnIzdUkIda18qGyPheAMCBWteCbWtCKXgtxMXRJCXSsfKtuJEJwBoKIVz9SaNtdSkHuZJwqmLgmhro0HKttxCM4AUNGKZ2pNm2vaHItoKcjNxCUh1LXxQGU7DsHpEypaOUysaWUsBbmZuiSEujYeqGzTEJw+oKKVw9yaVvxSkJupS0LZ69qnUddKgMoWwekLKlo5TKxpZS4FuZm4JJS9ru1AXSsBKlsEp2eoaOUxsaaVuRTkZuqSEOra+CS9skVweoCKVh5Ta1rZS0FuJi4Joa6NV5IrWwSnB6ho5TGxpo1jKcjNxCUh1LXxSnJli+CcBCpaucysaeUvBbmZuiSEujZeSa1sEZx5oKKVy8SaNs6lIDcTl4RQ18YviZUtgjMPVLRymVjTxrkU5GbikhDq2vglsbJFcOaAilY+E2vauJeC3ExcEkJdG7+kVbYIzixQ0cpnYk2rwlKQm4lLQqhr1ZCkyhbBmQUqWvnMrGnjXwpyM3FJCHWtGpJU2aauv27tGL8NFlY3rFq5nJ9AloYvrqXKO+7mp7SOL3+Ruj72QX7Sw/Ydu2jDxmeoqqub3nPzL6npwEH+mbTbP3wVbV+0gJ/iMXvnbnrvzbdS4fAIv8f6s26op19/5P32r6tWnq5d41L16zup/kv/h5/Sei9dQ4e++3V+Alk2bNxk/T3YyU9mwsSZARVtPEypadvbO2j79vQTxtxXth8Tmrut78Z3umrSOOyZO4d2uB5H3eF2+zEz7L+B/bfoBHWtOpJQ2SI4M6CijYcpNS2bNts70oHjhFCmHQvm0WiBGn/lsgX4vFd22L+y/wb236IT1LXqSEJli+DksEUbHxO2aVnQOPXU8btfeyOEHJ11U5SYNh3ssRxqmspPaSzs35g6rf8W3cIT27XqYM+lJm/ZIjgtqGjjY0JNm1nRMix8igcH+SltpzVtHp7ayE/xO1pbc0xdy2QGvm6VLepatZhc2SI4Laho42NCTZtZ0bKloLmuaZPJFlJxY1PnSFEhP6Wx0GfXOxndKlvUtWoxubJNfHCioo2X7jVtZkXLsOBRdSnIbbIlIUa3yhZ1rVpMrWwTHZyoaOOle03rrmiZzNBxsJpWlaUgt3xLQg6dKlvUteoxsbJNdHCioo2X7jVtZkXL5FoKUrGmdUy2JMToVNmirlWPiZVtYoMTFW38dK5p3RUtw8JG9aUgNy9LQoxOlS3qWvWYVtkmMjhR0cZP55o2W0Wr01KQ22RLQg5dKlvUtWoyqbJNZHCioo2fzjWtu6JlWNDoshTk5mVJiNGlskVdqyaTKtvEBScqWjXoWtNmq2gZd8gwKi8FuXlZEmJ0qWxR16rJlMo2UcGJilYNuta02SpaRselIDcvS0IOHSpb1LXqMqGyTVRwoqJVg641bbaKlmHhottSkJvXJSFGh8oWda26TKhsExOcqGjVoWNNm6ui1XkpyM3rkhCjQ2WLulZdule2iQhOVLTq0LGmzVXRMixYdF0KcvO6JORQvbJFXas2nSvbRAQnKlp16FjT5qpomWyhotNSkJvXJSFG9coWda3adK5sjQ9OVLRq0a2mzVXRMmwpyF3T6rYU5OZnSYhRvbJFXas2XStbo4MTFa1adKtp81W0DAuTEs2XgtxyLQllu47rULmyRV2rPh0rW6ODExWtWnSrafNVtCYtBbllWxKaZwVNtiUhRuXKFnWt+nSsbI0NTlS06tGpps1X0TJs2jRlKcjN75IQo3Jli7pWfbpVtkYGJypa9ehU005W0TLZQkTnpSA3P0tCDlUrW9S1etCpsjUyOFHRqkenmjZfRcuYuBTk5ndJiFG1skVdqwedKlvjghMVrZp0qWknq2gZFh6mLQW5BVkSYlStbFHX6kGXytao4ERFqyZdalovFa3JS0FufpeEHCpWtqhr9aFDZWtUcKKiVZMuNe1kFS3Dpk1Tl4LcgiwJMSpWtqhr9aFDZWtMcKKiVZcONa2XipbJFhomLQW5BVkSYlSsbFHX6kP1ytaIv+2oaNWlQ03rpaJlkrAU5BZkScihWmWLulYvKle2RgQnKlp16VDTeqloGRYWpi8FuQVdEmJUq2xR1+pF5cpW++BERas21WtarxVtkpaC3IIuCTGqVbaoa/WiamWrdXCiolWb6jWt14qWYdNmUpaC3IIuCTlUqmxR1+pHxcpW6+BERas21WtarxUtky0kTF4Kcgu6JMSoVNmirtWPipWttn/rUdGqT+Wa1mtFyyRxKcgtzJIQo1Jli7pWP6pVtloGJypa9alc0/qpaBkWDklbCnILsyTkUKWyRV2rJ5UqWy2DExWt+lSuaf1UtEleCnILsyTEqFLZoq7Vk0qVrXbBiYpWD6rWtH4qWoZNm0ldCnILuyTEqFLZoq7VkyqVrVbBiYpWD6rWtH4rWiZbKCRpKcgtzJKQQ4XKFnWtvlSobLX624+KVg+q1rR+KloGS0HHCrskxKhQ2aKu1ZcKla02wYmKVh8q1rR+K1qGhUHSl4LcolgSYlSobFHX6ivuylaL4ERFqw8Va9ogFS2WgnILuyTkiLuyRV2rtzgrWy2CExWtPlSsaf1WtAybNrEUlF0US0JM3JUt6lq9xVnZKh+cqGj1olpNG6SiZbKFQJKXgtyiWBJi4q5sUdfqLa7KVulnAVS0elGtpg1S0TJYCppcFEtCjjgrW9S1+oujslU6OFHR6kW1mjZIRcuwJ38sBeUX1ZIQE2dli7pWf3FUtsoGJypa/ahU0wataLEU5F1US0JMnJUt6lr9ya5slQxOVLT6UammDVrRMmzaxFKQN1EtCTniqmxR15pBZmWrZHCiotWPSjVt0IqWyfakj6Wg3KJaEmLiqmxR15pBZmWr3LMBKlo9qVLTBq1oGSwF+RflkhATV2WLutYMsipbpYITFa2eVKlpw1S0DHuyx1KQP1EuCTniqGxR15pDRmWrVHCiotWTKjVtmIoWS0HBRbkkxMRR2aKuNYeMylaZ4ERFqy8VatowFS3Dpk0sBQUT9ZIQE0dli7rWHKIrWyWCExWtvlSoacNWtEy2J3ksBXkX5ZKQQ3Zli7rWLCIrWyWeFVDR6kuFmjZMRctgKSi8qJeEGNmVLepas4isbGMPTlS0eou7pg1b0TLsyR1LQeGIWBJiZFe2qGvNIqqyjTU4UdHqLe6aNoqKFktB0Yl6Scghs7JFXWseEZVtrMGJilZvcde0YStahk2bWAqKhoglIUZmZYu61jwiKtvYghMVrf7irGmjqGiZbE/qWAoKTsSSECOzskVda56oK9tYnh1Q0eovzpo2ioqWwVJQ9EQsCTlkVbaoa80UZWUbS3CiotVfnDVtFBUtw57MsRQULVFLQoysyhZ1rZmirGylBycqWjPEVdNGVdFiKUgcUUtCjKzKFnWtmaKqbKUGJypaM8RV00ZV0TJs2sRSkBiiloQcMipb1LXmiqKylRqcqGjNEFdNG1VFy2R7EsdSUHRELQkxMipb1LXmiqKylfYsgYrWHHHUtFFVtAyWgsQTuSTEyKhsUdeaK2xlKyU4UdGaI46aNsqKlmFP3lgKEkvkkpBDdGWLutZsYSpbKcGJitYccdS0UVa0WAqSR+SSECO6skVda7Ywla3w4ERFaxbZNW2UFS3Dpk0sBckhekmIEV3Zoq41W9DKVmhwoqI1i+yaNuqKlsn2pI2lIHFELgk5RFa2qGvNF6SyFfpsgYrWLLJr2igrWgZLQfKJXhJiRFa2qGvNF6SyTV1/3doxfjtSbPxdtXI5P4EJGr7wZaq883f8lNZzxWXUf/ab+Ck6ra1ttHPXbn6KxsIt26j55Vf5Ke3Z1afTn6z/BhDngj8+QKsfeYKf0nY3n0gvnnoyP0Vj7olzaNq0iSEdhbINT1Pl7XfxU1rvJRfRoe99g5/ABBs2bvJ8WUhIcLKxl4Umpk1zFO15nWZc8k5KubZRdXf7h6+i7YsW8BOIMHvnbnrvTbdS4cgIv8cAhYV08M5f0ODSxfwO0B2r+1l4emm5hFS1qGjNU3n3H4wLTfaSCYSmeGxJqLN+Cj8ZwvomoHLd7/kBTOCnshVW1YJZzv7zw3T2g+v5yQwvrDiN7nnH2/gJRLronvtoxWNP8ZMZNpx9Bv350jX8BEmCVULw5Mlzz6S+inJ+0t9AWRk9dv45/ASiPXb+2dRTVclP+mNfP8+tPJ2fIGkwcYJnRcPDdO79D1Hh8Ai1zJxOY6kU/4weUmNj1LT/oP2i/EcvPI8GS0r4Z0AG9m5NrLVgX0cHZ87Q9uuHvXTpkTXn4+snwRCcAAAAPqCqBQAA8AHBCQAA4AOCEwAAwAcEJwAAgA8ITgAAAB8QnAAAAD4gOAEAAHxAcAIAAPiA4AQAAPCM6P8Dkr/boHlRhgYAAAAASUVORK5CYII=\" data-image-state=\"image-loaded\" width=\"231\" height=\"234\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 171px 8px; transform-origin: 171px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the Score defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 173px 8px; transform-origin: 173px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy and figure vertices in pxy. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy matrix is [P,2] where P is the number of figure vertices. The pxy matrix will be valid and fit within the hole.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 349px 8px; transform-origin: 349px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eScore can be summarized as the sum of minimum square distances to the figure from each unique hole vertex. Score=calc_score(hxy,pxy)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 314px 8px; transform-origin: 314px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 43.5px 8px; transform-origin: 43.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 259px 8px; transform-origin: 259px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Contests\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303px 8px; transform-origin: 303px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e page shows the annual contests back to 1998.  The 2019 contest can be processed by Matlab. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.youtube.com/watch?v=J1PzFKK0LOQ\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"perspective-origin: 85px 8px; transform-origin: 85px 8px; \"\u003eICFP2019 Results Youtube\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103px 8px; transform-origin: 103px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e gives a summary of this contest.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function score = calc_score(hxy,pxy)\r\n % hxy has a duplicate non-scoring vertex in its final row\r\n  score=-1;\r\nend","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nscore=calc_score(hxy,pxy);\r\nexpscore=0;\r\nfprintf('Expected Score: %i  Score: %i\\n',expscore,score);\r\nassert(isequal(score,expscore))\r\n%%\r\nhxy=[55   80\r\n    65    95\r\n    95    95\r\n    35     5\r\n     5     5\r\n    35    50\r\n     5    95\r\n    35    95\r\n    45    80\r\n    55    80];\r\npxy=[21    11\r\n    24    21\r\n    15    93\r\n    45    27\r\n    33    41\r\n    40    72\r\n    25    91\r\n    53    34\r\n    35    30\r\n    43    37\r\n    50    77\r\n    52    44\r\n    33    41\r\n    42    47\r\n    36    52\r\n    60    73\r\n    75    91\r\n    85    93\r\n    56    49\r\n    56    59];\r\nscore=calc_score(hxy,pxy);\r\nexpscore=1037;\r\nfprintf('Expected Score: %i  Score: %i\\n',expscore,score);\r\nassert(isequal(score,expscore))\r\n%%\r\nhxy=[55    80\r\n    65    95\r\n    95    95\r\n    35     5\r\n     5     5\r\n    35    50\r\n     5    95\r\n    35    95\r\n    45    80\r\n    55    80];\r\npxy=[21    28\r\n    31    28\r\n    31    87\r\n    29    41\r\n    44    43\r\n    58    70\r\n    38    79\r\n    32    31\r\n    36    50\r\n    39    40\r\n    66    77\r\n    42    29\r\n    46    49\r\n    49    38\r\n    39    57\r\n    69    66\r\n    41    70\r\n    39    60\r\n    42    25\r\n    40    35];\r\nscore=calc_score(hxy,pxy);\r\nexpscore=3704;\r\nfprintf('Expected Score: %i  Score: %i\\n',expscore,score);\r\nassert(isequal(score,expscore))","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":11,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-16T20:18:21.000Z","updated_at":"2025-12-10T04:26:53.000Z","published_at":"2021-07-16T22:55:02.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"234\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"231\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the Score defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy and figure vertices in pxy. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy matrix is [P,2] where P is the number of figure vertices. The pxy matrix will be valid and fit within the hole.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eScore can be summarized as the sum of minimum square distances to the figure from each unique hole vertex. Score=calc_score(hxy,pxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Contests\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e page shows the annual contests back to 1998.  The 2019 contest can be processed by Matlab. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.youtube.com/watch?v=J1PzFKK0LOQ\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2019 Results Youtube\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e gives a summary of this contest.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60593,"title":"ICFP2024 002: Lambdaman 9","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 9 maze is a 50x50 matrix L at index 1. All points are '.' a cheese bit. Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\"  in this language F=\u003eL, l=\u003e., ~=\u003eLineFeed, IR means Integer 49, IS is 50\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman9 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\r\nB. S3/,6%},!-\"$!-!.^} B$ B$ L! L\" B$ v! B$ v! B$ v! B$ v! B$ v! v\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u003e B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u003e\r\n\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nSadly Cody years ago eliminated the ability for creators to evaluate scores based on time, body size, error, or other parameters due to cheaters.\r\n\r\nAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 579px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 289.5px; transform-origin: 407px 289.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 339px 8px; transform-origin: 339px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 9 maze is a 50x50 matrix L at index 1. All points are '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 380px 8px; transform-origin: 380px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\"  in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 350px 8px; transform-origin: 350px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman9 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 287px 8px; transform-origin: 287px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. S3/,6%},!-\"$!-!.^} B$ B$ L! L\" B$ v! B$ v! B$ v! B$ v! B$ v! v\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u0026gt; B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u0026gt;\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 364px 8px; transform-origin: 364px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSadly Cody years ago eliminated the ability for creators to evaluate scores based on time, body size, error, or other parameters due to cheaters.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = Lambdaman9(m)\r\n% m is a maze where 2 is cheese to eat, 1 is Lambdaman the token being moved, \r\n% 0 is a wall\r\n%v is path moved using UDLR characters for Up, Down, Left, and Right\r\n%Running into a wall or going off maze reults in no movement\r\n\r\n%A correct answer for Lambdaman9 is a string of about 2499 RDLU characters\r\n%Answers may vary if doing rows or columns first\r\n v='R';\r\nend\r\n\r\n%Lambdaman 9 ICFP dataset and optimal solution\r\n%{\r\nMaze\r\nhttps://github.com/codingteam/icfpc-2024/blob/master/data/lambdaman/lambdaman9.glx\r\nB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\" B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L$ L# ? B= v# I\" v\" B. v\" B$ v$ B- v# I\"\r\n\r\nSolution\r\nhttps://github.com/codingteam/icfpc-2024/blob/master/data/lambdaman/lambdaman9.sol.glx\r\nB. S3/,6%},!-\"$!-!.^} B$ B$ L! L\" B$ v! B$ v! B$ v! B$ v! B$ v! v\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u003e B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u003e\r\n\r\n\r\n%}\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}","test_suite":"%%\r\nvalid=0;\r\nm=ones(50)*2; %Cheese bits are 2.  Walls will be 0 but none in this case.\r\nm(1)=1;  %Lambdaman is 1\r\n\r\nv = Lambdaman9(m);\r\nfprintf('Answer Length: %i\\n',length(v))\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\nr=1;c=1;  % Limit is 50,50 for Lambdaman9 starts at (1,1)\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  c=min(c+1,50);\r\n elseif v(i)=='L' % L\r\n  c=max(c-1,1);\r\n elseif v(i)=='U' % U\r\n  r=max(r-1,1);\r\n elseif v(i)=='D' % D\r\n  r=min(r+1,50);\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nend\r\n%mc\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\nL.................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n..................................................\r\n%}\r\n","published":true,"deleted":false,"likes_count":2,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-09T20:42:07.000Z","deleted_by":null,"deleted_at":null,"solvers_count":8,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-09T17:08:10.000Z","updated_at":"2025-12-03T18:41:13.000Z","published_at":"2024-07-09T20:42:07.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 9 maze is a 50x50 matrix L at index 1. All points are '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ L+ B. B. SF B$ B$ v+ Sl IR B$ B$ v+ B. S~ B$ B$ v+ Sl IS IR L\\\" B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L$ L# ? B= v# I\\\" v\\\" B. v\\\" B$ v$ B- v# I\\\"  in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman9 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. S3/,6%},!-\\\"$!-!.^} B$ B$ L! L\\\" B$ v! B$ v! B$ v! B$ v! B$ v! v\\\" L! B. v! v! B. B$ L! B. v! v! SLLLLLLLLLLLLLLLLLLLLLLLLL B. S\u0026gt; B. B$ L! B. v! v! SFFFFFFFFFFFFFFFFFFFFFFFFF S\u0026gt;\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSadly Cody years ago eliminated the ability for creators to evaluate scores based on time, body size, error, or other parameters due to cheaters.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eAs of 7/9/24 I still can not make either an ICFP reader or writer beyond a simple string converter. If anyone is able to make an interpreter please post in the comment. I had never heard of Lambda Calculus or Haskell prior to this event. Contest write-ups said they took up to 10 hours to make a working ICFP reader. I will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58424,"title":"ICFP 2022 - RoboPaint Image Scoring","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/17/23.\r\nThis challenge is to score the image Similarity given the Goal.png as an [m,n,3] matrix,G, and a Submit.png matrix,S.  \r\nA video of FrictionlessBananasSawicki paint steps, [2FBS.mp4.avi] shows the processing method to create Submit.png.\r\nImgScore = round(alpha * sum(pixel_distances)) with alpha=0.005 where pixel_distance = (rdist+gdist+bdist)^0.5\r\n where rdist=(G(X,Y,1)-S(X,Y,1))^2, gdist=(G(X,Y,2)-S(X,Y,2))^2, bdist=(G(X,Y,3)-S(X,Y,3))^2\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 627.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 313.75px; transform-origin: 407px 313.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/17/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 369px 8px; transform-origin: 369px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to score the image Similarity given the Goal.png as an [m,n,3] matrix,G, and a Submit.png matrix,S.  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 163px 8px; transform-origin: 163px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eA video of FrictionlessBananasSawicki paint steps, [\u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/1GrKpcITcV_IKAs_mqtmwm7gTWG_KieTb/view?usp=drive_link\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003e2FBS.mp4.avi\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 167px 8px; transform-origin: 167px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e] shows the processing method to create Submit.png.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 351px 8px; transform-origin: 351px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eImgScore = round(alpha * sum(pixel_distances)) with alpha=0.005 where pixel_distance = (rdist+gdist+bdist)^0.5\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 281.5px 8px; transform-origin: 281.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e where rdist=(G(X,Y,1)-S(X,Y,1))^2, gdist=(G(X,Y,2)-S(X,Y,2))^2, bdist=(G(X,Y,3)-S(X,Y,3))^2\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 405.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 202.75px; text-align: left; transform-origin: 384px 202.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 400px;height: 400px\" src=\"data:image/png;base64,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data-image-state=\"image-loaded\" width=\"400\" height=\"400\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function scr = Calc_Img_Score(G,S)\r\n  scr=0;\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n%2.png\r\n% G=webread(url); urlwrite(url,fname) then imread\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK');\r\n%2FBS.png\r\n%https://drive.google.com/file/d/1J-9EeVwzB0U8KSD4eNAKQ0LMFv3PGs1F/view?usp=sharing\r\nS=imread('https://drive.google.com/uc?export=download\u0026id=1J-9EeVwzB0U8KSD4eNAKQ0LMFv3PGs1F');\r\n\r\ny_correct = 1006;\r\nscr=Calc_Img_Score(G,S)\r\nassert(isequal(scr,y_correct))\r\n\r\n% A random G/S may be created if too many hacks\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-17T19:15:40.000Z","deleted_by":null,"deleted_at":null,"solvers_count":4,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-17T16:54:28.000Z","updated_at":"2023-06-17T19:15:40.000Z","published_at":"2023-06-17T19:08:26.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/17/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to score the image Similarity given the Goal.png as an [m,n,3] matrix,G, and a Submit.png matrix,S.  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eA video of FrictionlessBananasSawicki paint steps, [\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/1GrKpcITcV_IKAs_mqtmwm7gTWG_KieTb/view?usp=drive_link\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e2FBS.mp4.avi\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e] shows the processing method to create Submit.png.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eImgScore = round(alpha * sum(pixel_distances)) with alpha=0.005 where pixel_distance = (rdist+gdist+bdist)^0.5\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e where rdist=(G(X,Y,1)-S(X,Y,1))^2, gdist=(G(X,Y,2)-S(X,Y,2))^2, bdist=(G(X,Y,3)-S(X,Y,3))^2\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"400\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"400\\\"/\u003e\u003cw:attr 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007: Lambdaman 1, 2, 3 Breadth Solver","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\r\n\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\nThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a breadth first search with prior state check.  Optimal length solutions are required.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 315px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 157.5px; transform-origin: 407px 157.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 356.5px 8px; transform-origin: 356.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 332px 8px; transform-origin: 332px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a breadth first search with prior state check.  Optimal length solutions are required.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function pathbest = Lambdaman_123(m)\r\n% Maze 1 solves in 15 so max states is 4^15=1.07e9\r\n% Each depth loop creates all new legal states from prior depth states\r\n% Maze 3 Fails miserably for pure breadth so key throat points checked for uneaten cheese\r\n%History of prior states maintained to eliminate duplicated states\r\n [nr,nc]=size(m);\r\n adj=[-1 1 -nr nr];\r\n bn2=nnz(m(:)==2);\r\n stateh=zeros(20000,nr*nc,'int8');\r\n spath=zeros(20000,15,'uint8');\r\n c2=nnz(m(:)==2);\r\n statec2=ones(20000,1)*c2;\r\n stateh(1,:)=m(:);\r\n sptr=1; eptr=1;\r\n enptr=eptr;\r\n depth=0;\r\n \r\n m3=nr*nc==72; % Hack for Lambdaman3\r\n \r\n while c2\u003e0\r\n  depth=depth+1;\r\n  fprintf('Depth:%i sptr:%i eptr:%i\\n',depth,sptr,eptr)\r\n  for hptr=sptr:eptr\r\n   ms=stateh(hptr,:);\r\n   \r\n   Lidx=find(ms==1);\r\n   \r\n   if m3 % Hack for Lambdaman3: Check chokepoints for completion\r\n    if Lidx==26 \u0026\u0026 nnz(ms([62 52 34])==2),continue;end %Lower grp\r\n    if Lidx==26 \u0026\u0026 ms(17)==3,continue;end % turn aroud\r\n    if Lidx==12 \u0026\u0026 nnz(ms([24 22 32 14])==2),continue;end %Left grp\r\n    if Lidx==12 \u0026\u0026 ms(11)==3,continue;end % turn aroud\r\n    if Lidx==20 \u0026\u0026 ms(29)==3,continue;end % turn aroud\r\n   end\r\n   \r\n   Cadj=ms(adj+Lidx);\r\n   msn=ms;\r\n   msn(Lidx)=3; %Lambdaman will move\r\n   for i=1:4 % UDLR\r\n    if Cadj(i)==0,continue;end % Ignore into wall Cadj==0 movement\r\n     Lidxn=Lidx+adj(i);\r\n     msn(Lidxn)=1;\r\n     \r\n     c2=nnz(msn==2);\r\n     ptr1=find(msn==2,1,'first');\r\n     ptr2=find(msn==2,1,'last');\r\n     cvec=statec2(1:enptr)==c2; % Reduce vector check only to c2 qty vectors\r\n     cvec=cvec \u0026 stateh(1:enptr,Lidxn)==1 \u0026 stateh(1:enptr,ptr1)==2 \u0026 stateh(1:enptr,ptr2)==2;\r\n     if nnz(cvec) % Perform a check\r\n      if nnz(sum(abs(stateh(cvec,:)-msn),2)==0) %23K/1.9s Pre-exist state check\r\n        msn(Lidxn)=ms(Lidxn); % Reset msn\r\n       continue; %Abort when create an existing prior state\r\n      end\r\n     end\r\n     \r\n     enptr=enptr+1; % new valid state\r\n     spath(enptr,:)=spath(hptr,:);\r\n     spath(enptr,depth)=i; % UDLR as 1 2 3 4\r\n     stateh(enptr,:)=msn;\r\n     msn(Lidxn)=ms(Lidxn); % Reset msn\r\n     statec2(enptr)=c2;\r\n          \r\n     if c2==0,break;end\r\n   end % UDLR\r\n   if c2==0\r\n    eptr=enptr;\r\n    break;\r\n   end\r\n   \r\n  end % hptr\r\n  sptr=eptr+1; % update wave\r\n  eptr=enptr;\r\n   \r\n end % while  c2\u003e0\r\n \r\n UDLR='UDLR';\r\n pathbest=UDLR(spath(eptr,1:depth));\r\n fprintf('BestPath:');fprintf('%s',pathbest);fprintf('\\n')\r\n  \r\nend %maze_breadth","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 1  optimal solution L15 LLLDURRRUDRRURR\r\nms=['###.#...'\r\n    '...L..##'\r\n    '.#######'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nztic=tic;\r\nv = Lambdaman_123(m);\r\ntoc(ztic)\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n if length(v)==15\r\n  valid=1;\r\n else\r\n  fprintf('Length 15 required. Given length:%i\\n',length(v));\r\n end\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nzmap=[0 0 0;1 0 0;0 1 0;0 0 1]; % maps to 1:4\r\nfigure;image(m+1);colormap(zmap);axis equal;axis tight\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 2  optimal solution L26 RDURRDDRRUUDDLLLDLLDDRRRUR\r\nms=['L...#.'\r\n    '#.#.#.'\r\n    '##....'\r\n    '...###'\r\n    '.##..#'\r\n    '....##'];\r\n\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nztic=tic;\r\nv = Lambdaman_123(m);\r\ntoc(ztic)\r\n\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n if length(v)==26\r\n  valid=1;\r\n else\r\n  fprintf('Length 26 required. Given length:%i\\n',length(v));\r\n end\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nzmap=[0 0 0;1 0 0;0 1 0;0 0 1]; % maps to 1:4\r\nfigure;image(m+1);colormap(zmap);axis equal;axis tight\r\n\r\nassert(valid)\r\n\r\n%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\n%Lambdaman 3  optimal solution L40 DRDRLLLUDLLUURURLLURLUURRDRDRDRDUUUULDLU\r\nms=[  '......'\r\n      '.#....'\r\n      '..#...'\r\n      '...#..'\r\n      '..#L#.'\r\n      '.#...#'\r\n      '......'];\r\n[nr,nc]=size(ms);\r\nmb=ones(nr,nc)*2; %Cheese bits are 2.\r\nmb(ms=='#')=0; % Wall\r\nmb(ms=='L')=1; % Landaman, start point\r\nm=zeros(nr+2,nc+2);\r\nm(2:end-1,2:end-1)=mb; %Wall surrounded maze\r\n[nr,nc]=size(m);\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\nztic=tic;\r\nv = Lambdaman_123(m);\r\ntoc(ztic)\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n if length(v)==40\r\n  valid=1;\r\n else\r\n  fprintf('Length 40 required. Given length:%i\\n',length(v));\r\n end\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nzmap=[0 0 0;1 0 0;0 1 0;0 0 1]; % maps to 1:4\r\nfigure;image(m+1);colormap(zmap);axis equal;axis tight\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-14T03:49:34.000Z","deleted_by":null,"deleted_at":null,"solvers_count":12,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-13T14:56:14.000Z","updated_at":"2025-12-08T21:14:18.000Z","published_at":"2024-07-14T03:49:34.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 1, 2, and 3 mazes are small matrices L at various indices,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2. Encircling Walls are added to all mazes.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman1, 2, and 3 solutions take 15, 26, and 40 U/R/D/L commands, respectively.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve Lamdaman mazes 1, 2 and 3 by eating all the cheese via a char path of UDLR, with a common program smaller than the template. The template implements a breadth first search with prior state check.  Optimal length solutions are required.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58773,"title":"ICFP 2023 Orchestra:  Score Optimization of 2-Musicians and 1-Attendee","description":"The Template solves all cases.   Please submit the template and view the graphs.\r\nThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The ICFP 2023 Orchestra Spec shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \r\nThis Challenge is to place Two musicians onto the stage,mxy, to maximize Joy for one attendee,axy. Score an Attendee Joy higher than a min_score. The Joy table am is Joy co-factor for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\r\nThe Joy here is to see the figures of optimal placement and the data per case.\r\n\r\nThe Challenge is to minimize the time, best known time of 0.28s, and/or to clean the code for size.\r\nThe scoring and blocking functions are provided in the template.\r\n\r\nThis figure is a case where the Attendee is Grumpy and dislikes both Musicians to different amounts.\r\n\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 830.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 415.25px; transform-origin: 407px 415.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 255px 8px; transform-origin: 255px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Template solves all cases.   Please submit the template and view the graphs.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 346.5px 8px; transform-origin: 346.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 334px 8px; transform-origin: 334px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374px 8px; transform-origin: 374px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place Two musicians onto the stage,mxy, to maximize Joy for one attendee,axy. Score an Attendee Joy higher than a min_score. The Joy table am is Joy co-factor for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 246px 8px; transform-origin: 246px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Joy here is to see the figures of optimal placement and the data per case.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 306.5px 8px; transform-origin: 306.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Challenge is to minimize the time, best known time of 0.28s, and/or to clean the code for size.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 202.5px 8px; transform-origin: 202.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe scoring and blocking functions are provided in the template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 425.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 212.75px; text-align: left; transform-origin: 384px 212.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 560px;height: 420px\" 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\" data-image-state=\"image-loaded\" width=\"560\" height=\"420\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 316px 8px; transform-origin: 316px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis figure is a case where the Attendee is Grumpy and dislikes both Musicians to different amounts.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Orc_2M1A(axy,mu,am,xmin,xmax,ymin,ymax,score,sxy)\r\n %Given 1 Attendee and 2 Musicians Optimize Score\r\n %Place Musicicans,mxy, within the bounds of the stage [xmin xmax ymin ymax] to\r\n % achieve maximum score sum for i=1:2 1000000*am(1,mu(i))/dist_squared(axy,mxy(i,:)\r\n % where mu(i) is musician type 1 or 2 and am is an Affinity matrix [1,2]\r\n %sxy(600,2) contains all the integer stage points; note:mxy is not limited to integers\r\n % Musicians must be spaced by 10 or more\r\n % A musician gets no score if the other musician is 5 or less from the musician's \r\n % line-of-sight to the attendee (a function distP2Seg is provided)\r\n \r\n %Performance approx 0.62s  Best known Time:0.28s\r\n for x1=xmin:xmax\r\n  for y1=ymin:ymax\r\n   for x2=xmin:xmax\r\n    for y2=ymin:ymax\r\n      if (y2-y1)^2+(x2-x1)^2\u003c100,continue;end\r\n      mxy=[x1 y1;x2 y2];\r\n      [Totscr,muscr]=Calc_score(mxy,mu,am,axy);\r\n      if Totscr\u003e=score\r\n       return;\r\n      end\r\n    end %y2\r\n   end %x2\r\n  end %y1\r\n end %x1\r\n \r\nend %Orc_2M1A\r\n\r\nfunction [Totscr,muscr]=Calc_score(mxy,mu,am,axy)\r\n%No error checking,volume,pillars\r\n Lmu=length(mu);\r\n na=size(axy,1);\r\n  \r\n%Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n muscr=zeros(Lmu,1);\r\n dmax=25;\r\n for j=1:Lmu\r\n  for i=1:na\r\n   bflag=0;\r\n   for k=1:Lmu %search for any blockng musician \r\n    if k==j,continue;end\r\n    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(i,1),axy(i,2)); %Intra Seg dist\r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end\r\n   \r\n   if bflag\r\n     continue;\r\n   end\r\n   \r\n   muscr(j)=muscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n  end\r\n end\r\n Totscr=sum(muscr);\r\nend %Calc_score\r\n\r\nfunction d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n% Distance from segment only if intra-segment\r\n% reduce to 0\u003c=t\u003c=1\r\n%The point is (px,py) and the segment is [(vx,vy) to (wx,wy)].\r\n% [px py vx vy wx wy]\r\n\r\n d2=Inf;\r\n sL2=(vx-wx)^2+(vy-wy)^2;\r\n %if sL2==0 % Segment is a point  %Error check removed\r\n % d2=(px-vx)^2+(py-vy)^2;\r\n %else % non-point segment\r\n  t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n  if t\u003c0 % Pt beyond normal of segment\r\n   return\r\n   %d2=(px-vx)^2+(py-vy)^2;\r\n  elseif t\u003e1 % Pt beyond normal of segment\r\n    return\r\n   %d2=(px-wx)^2+(py-wy)^2;\r\n  else\r\n   sx=vx+t*(wx-vx);\r\n   sy=vy+t*(wy-vy);\r\n   d2=(px-sx)^2+(py-sy)^2;\r\n  end\r\n %end\r\n %d=sqrt(d2);\r\nend %distP2S2Z\r\n","test_suite":"%%\r\nvalid=1;\r\n\r\norcm=[40 60 5 24 10 39 35 16 1 2 10 20 214053; % mid right 214054\r\n      40 60 5 24 10 39 12 1 1 2 10 20 305630;  %Bot mid 305631\r\n      50 80 25 40 10 60 5 35 1 1 20 20 93947;  %Left Mid 93948\r\n      50 80 25 40 10 60 5 35 1 2 10 -20 24999; %Left with Neg Affinity 25000\r\n      50 80 25 40 10 60 15 70 1 1 10 10 65897; %TL Diag 15 65898\r\n      500 500 1 30 1 30 450 450 1 1 10 10 55;  %56\r\n      30 40 10 18 5 25 15 35 1 2 10 10  127329; %Top Mid; narrow stage\r\n      60 40 10 50 10 30 35 35 1 2 -10 -20 -14105];  %pair Negatve -14104\r\n\r\nOrctime=0;\r\nfigptr=0;\r\n\r\nfor i=1:size(orcm,1)\r\npxyr=[];\r\n[rwx, rhy, xmin, xmax, ymin, ymax, axy, mu, am, score]= ...\r\n  deal(orcm(i,1),orcm(i,2),orcm(i,3),orcm(i,4),orcm(i,5),orcm(i,6),orcm(i,7:8),orcm(i,9:10),orcm(i,11:12),orcm(i,13));\r\n\r\n%stage=ones(xmax-xmin+1,ymax-ymin+1);\r\nstage=ones(ymax-ymin+1,xmax-xmin+1);\r\n[sy,sx]=find(stage);\r\nsxy_base=[sx sy]-1; % Make LL [0,0] Stage(x,y) points\r\n\r\nsxy=sxy_base+[xmin ymin]; % 5 10;5 11  \r\nsxy=sortrows(sxy,[1 2],{'ascend' 'descend'}); %Matlab Find TL by col to BR\r\n\r\nsxy=flipud(sortrows(sxy,1,'ascend')); %Matlab find sequence TL by col to BR\r\n\r\nif mu(1)==mu(2)\r\n am(2)=[]; %if Only one musician type then am reduced\r\nend\r\n\r\n  ztic=tic;\r\n  mxy=Orc_2M1A(axy,mu,am,xmin,xmax,ymin,ymax,score,sxy);\r\n  Orctime=Orctime+toc(ztic);\r\n  dt=toc(ztic);\r\n  \r\n%Validity Checks\r\n if sum((mxy(1,:)-mxy(2,:)).^2)\u003c100\r\n  valid=0;\r\n  fprintf('Pid:%i  Invalid Spacing of Musicians\\n\\n',i);\r\n end\r\n \r\n if min(mxy(:,1))\u003cxmin || max(mxy(:,1))\u003exmax || min(mxy(:,2))\u003cymin || max(mxy(:,2))\u003eymax\r\n  valid=0;\r\n  fprintf('Pid:%i  Invalid Positioning of Musicians off Stage\\n\\n',i);\r\n end\r\n \r\n%[Totscr,muscr]=Calc_score(mxy,mu,am,axy);\r\n Lmu=length(mu);\r\n na=size(axy,1);\r\n %Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n muscr=zeros(Lmu,1);\r\n dmax=25;\r\n for j=1:Lmu\r\n  for ii=1:na\r\n   bflag=0;\r\n   \r\n   for k=1:Lmu %search for any blockng musician \r\n    if k==j,continue;end\r\n%    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(ii,1),axy(ii,2)); %Intra Seg dist\r\n%    d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n     px=mxy(k,1); py=mxy(k,2);\r\n     vx=mxy(j,1); vy=mxy(j,2);\r\n     wx=axy(ii,1); wy=axy(ii,2);\r\n     \r\n     dv2=Inf;\r\n     sL2=(vx-wx)^2+(vy-wy)^2;\r\n     t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n     if t\u003e=0 \u0026\u0026 t\u003c=1\r\n      sx=vx+t*(wx-vx);\r\n      sy=vy+t*(wy-vy);\r\n      dv2=(px-sx)^2+(py-sy)^2;\r\n     end\r\n     \r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end %k\r\n   \r\n   if bflag\r\n     continue;\r\n   end\r\n   \r\n   muscr(j)=muscr(j)+1000000*am(ii,mu(j))/d2am(ii,j);\r\n  end %ii\r\n end % j  mxy(j,:)\r\n Totscr=sum(muscr);\r\n\r\n\r\n if Totscr\u003cscore\r\n  valid=0;\r\n  fprintf('Pid:%i  Score:%.0f less than required %.0f\\n\\n',i,Totscr,score);\r\n end\r\n\r\n\r\nfprintf('\\nPid:%i  Score: %.0f   Time:%0.3f\\n',i,Totscr,dt);\r\nfprintf('axy x:%3i  y:%3i\\n',axy);\r\nfprintf('mxy(1,:) x:%2i  y:%2i scr:%8.0f  Type:%1i  Affinity:%2i\\n',mxy(1,:),muscr(1),mu(1),am(1,1));\r\nfprintf('mxy(2,:) x:%2i  y:%2i scr:%8.0f  Type:%1i  Affinity:%2i\\n',mxy(2,:),muscr(2),mu(2),am(1,mu(2)));\r\n\r\n\r\n%draw_orcs(axy,mxy,swx,shy,xmin,xmax,ymin,ymax,pxyr);\r\n figptr=figptr+1;\r\n figure(figptr);\r\n plot(axy(:,1),axy(:,2),'or');hold on  % Attendees\r\n axis tight; axis equal\r\n \r\n room= [0 0;rwx 0;rwx rhy;0 rhy;0 0]; %rwx, rhy\r\n plot(room(:,1),room(:,2),'k');\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'color',[.8 0 .8]);\r\n %plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n plot(mxy(1,1),mxy(1,2),'*b');\r\n plot(mxy(2,1),mxy(2,2),'xk');\r\n hold off\r\n \r\nend % orcm\r\n\r\nfprintf('Total Time: %.3f\\n',Orctime);\r\n\r\n\r\n\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-20T18:08:52.000Z","deleted_by":null,"deleted_at":null,"solvers_count":6,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-20T16:09:25.000Z","updated_at":"2023-07-20T18:08:54.000Z","published_at":"2023-07-20T18:08:54.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Template solves all cases.   Please submit the template and view the graphs.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place Two musicians onto the stage,mxy, to maximize Joy for one attendee,axy. Score an Attendee Joy higher than a min_score. The Joy table am is Joy co-factor for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Joy here is to see the figures of optimal placement and the data per case.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Challenge is to minimize the time, best known time of 0.28s, and/or to clean the code for size.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe scoring and blocking functions are provided in the template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"420\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"560\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis figure is a case where the Attendee is Grumpy and dislikes both Musicians to different amounts.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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003: Lambdaman 5","description":"The ICFP2024 contest was held June 29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 5 maze is a 11x16 matrix L near middle. Points are '#' wall and '.' a cheese bit. Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nLambdaman 5 was given as an ICFP encrypted text String: Slllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\r\n.....########...\r\n....#...........\r\n...#..######....\r\n..#..#......#...\r\n.#..#...##...#..\r\n.#..#..#L.#...#.\r\n.#...#....#...#.\r\n..#...####...#..\r\n...#........#...\r\n....########....\r\n................\r\nThe contest's best Lambdaman5 solution was written in ICFP to reduce length versus ~150 U/R/D/L commands.\r\nB$ L\" B. S3/,6%},!-\"$!-!.Z} B$ v\" B$ v\" B$ v\" SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO L! B. B. v! v! v! which defines the function L\" as triple(x) from B$ L\" and L! B. B. v! v! v!  The usage B$ v\" invokes triple(x) thus the main becomes triple(triple(triple(SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO) )) or 27 repeats of the string.\r\nThe big hint here is that ICFP O is U, \u003e is D, F is L, and L is R when decrypted. Running into walls causes no movement and since this is a spiral maze there appears to be a short sequence that spans all the cheesy bits when repeated.  To me it was nuts that someone devised this short sequence.\r\n\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nI will be posting the entire ICFP2024 contest challenges and best solutions.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 728.767px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 364.383px; transform-origin: 407px 364.383px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 302px 8px; transform-origin: 302px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June 29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 372.5px 8px; transform-origin: 372.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 5 maze is a 11x16 matrix L near middle. Points are '#' wall and '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 186px 8px; transform-origin: 186px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eLambdaman 5 was given as an ICFP encrypted text String: Slllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cul style=\"block-size: 230.267px; counter-reset: list-item 0; font-family: Helvetica, Arial, sans-serif; list-style-type: square; margin-block-end: 20px; margin-block-start: 10px; margin-bottom: 20px; margin-top: 10px; perspective-origin: 391px 115.133px; transform-origin: 391px 115.133px; margin-top: 10px; margin-bottom: 20px; \"\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.....########...\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e....#...........\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e...#..######....\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e..#..#......#...\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.#..#...##...#..\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.#..#..#L.#...#.\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e.#...#....#...#.\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e..#...####...#..\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e...#........#...\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e....########....\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003cli style=\"block-size: 20.9333px; counter-reset: none; display: list-item; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-start: 56px; margin-left: 56px; margin-top: 0px; perspective-origin: 363px 10.4667px; text-align: left; transform-origin: 363px 10.4667px; white-space: pre-wrap; margin-left: 56px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-inline-start: 0px; margin-left: 0px; perspective-origin: 64px 8px; transform-origin: 64px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 64px 8.5px; transform-origin: 64px 8.5px; \"\u003e................\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003c/ul\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 350px 8px; transform-origin: 350px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman5 solution was written in ICFP to reduce length versus ~150 U/R/D/L commands.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375px 8px; transform-origin: 375px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ L\" B. S3/,6%},!-\"$!-!.Z} B$ v\" B$ v\" B$ v\" SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO L! B. B. v! v! v! which defines the function L\" as triple(x) from B$ L\" and L! B. B. v! v! v!  The usage B$ v\" invokes triple(x) thus the main becomes triple(triple(triple(SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO) )) or 27 repeats of the string.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377px 8px; transform-origin: 377px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe big hint here is that ICFP O is U, \u0026gt; is D, F is L, and L is R when decrypted. Running into walls causes no movement and since this is a spiral maze there appears to be a short sequence that spans all the cheesy bits when repeated.  To me it was nuts that someone devised this short sequence.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.75px; text-align: left; transform-origin: 384px 10.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-family: Menlo, Monaco, Consolas, \u0026quot;Courier New\u0026quot;, monospace; perspective-origin: 0px 8.5px; transform-origin: 0px 8.5px; \"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 235.5px 8px; transform-origin: 235.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eI will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v = Lambdaman5(m)\r\n% m is a maze where 2 is cheese to eat, 1 is Lambdaman the token being moved, and\r\n% 0 is a wall\r\n%v is path moved using UDLR characters for Up, Down, Left, and Right\r\n%Running into a wall or going off maze reults in no movement\r\n\r\n%A correct answer for Lambdaman5 is a string of about 220 RDLU characters\r\n%Answers may vary wildly\r\n v='RDLLLU';\r\nend\r\n\r\n%Lambdaman 5 ICFP dataset and optimal solution\r\n%{\r\nMaze\r\nSlllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\r\n.....########...\r\n....#...........\r\n...#..######....\r\n..#..#......#...\r\n.#..#...##...#..\r\n.#..#..#L.#...#.\r\n.#...#....#...#.\r\n..#...####...#..\r\n...#........#...\r\n....########....\r\n................\r\n\r\nSolution\r\nB$ L\" B. S3/,6%},!-\"$!-!.Z} B$ v\" B$ v\" B$ v\" SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO \r\nL! B. B. v! v! v! \r\n\r\nwhich defines the function L\" as triple(x) from B$ L\" and L! B. B. v! v! v!  \r\nThe usage B$ v\" invokes triple(x) \r\nthus the main becomes triple(triple(triple(SFOOLL\u003e\u003eLL\u003eFO\u003e\u003e\u003eFFL\u003e\u003e\u003eFFFFOFOFFOLLLLOFOLO) )) \r\nor 27 repeats of the string.\r\nThe big hint here is that ICFP O is U, \u003e is D, F is L, and L is R when decrypted. \r\nRunning into walls causes no movement and since this is a spiral maze there appears to be \r\na short sequence that spans all the cheesy bits when repeated.  \r\nTo me it was nuts that someone devised this short sequence.\r\n\r\n%}\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}\r\n\r\n","test_suite":"%%\r\nvalid=0;\r\n%   # Wall 0   L lambdaman 1,   . Cheese 2,   \r\n%11x16\r\nms=['.....########...'\r\n'....#...........'\r\n'...#..######....'\r\n'..#..#......#...'\r\n'.#..#...##...#..'\r\n'.#..#..#L.#...#.'\r\n'.#...#....#...#.'\r\n'..#...####...#..'\r\n'...#........#...'\r\n'....########....'\r\n'................'];\r\n\r\n[nr,nc]=size(ms);\r\nm=ones(nr,nc)*2; %Cheese bits are 2.\r\nm(ms=='#')=0; % Wall\r\nm(ms=='L')=1; % Landaman, start point\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\nfprintf('\\n');\r\n\r\nv = Lambdaman5(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\n[r,c]=find(m==1); % Lambdaman start point\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n%mc\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\n.....########...\r\n....#...........\r\n...#..######....\r\n..#..#......#...\r\n.#..#...##...#..\r\n.#..#..#L.#...#.\r\n.#...#....#...#.\r\n..#...####...#..\r\n...#........#...\r\n....########....\r\n................\r\n%}","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-10T06:39:55.000Z","deleted_by":null,"deleted_at":null,"solvers_count":7,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-10T05:41:35.000Z","updated_at":"2025-12-16T01:40:53.000Z","published_at":"2024-07-10T06:39:55.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June 29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 5 maze is a 11x16 matrix L near middle. Points are '#' wall and '.' a cheese bit. Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eLambdaman 5 was given as an ICFP encrypted text String: Slllllaaaaaaaalll~llllalllllllllll~lllallaaaaaallll~llallallllllalll~lallalllaalllall~lallallaFlalllal~lalllallllalllal~llalllaaaalllall~lllallllllllalll~llllaaaaaaaallll~llllllllllllllll~\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.....########...\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e....#...........\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e...#..######....\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e..#..#......#...\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.#..#...##...#..\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.#..#..#L.#...#.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e.#...#....#...#.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e..#...####...#..\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e...#........#...\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e....########....\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"ListParagraph\\\"/\u003e\u003cw:numPr\u003e\u003cw:numId w:val=\\\"1\\\"/\u003e\u003c/w:numPr\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e................\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman5 solution was written in ICFP to reduce length versus ~150 U/R/D/L commands.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ L\\\" B. S3/,6%},!-\\\"$!-!.Z} B$ v\\\" B$ v\\\" B$ v\\\" SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO L! B. B. v! v! v! which defines the function L\\\" as triple(x) from B$ L\\\" and L! B. B. v! v! v!  The usage B$ v\\\" invokes triple(x) thus the main becomes triple(triple(triple(SFOOLL\u0026gt;\u0026gt;LL\u0026gt;FO\u0026gt;\u0026gt;\u0026gt;FFL\u0026gt;\u0026gt;\u0026gt;FFFFOFOFFOLLLLOFOLO) )) or 27 repeats of the string.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe big hint here is that ICFP O is U, \u0026gt; is D, F is L, and L is R when decrypted. Running into walls causes no movement and since this is a spiral maze there appears to be a short sequence that spans all the cheesy bits when repeated.  To me it was nuts that someone devised this short sequence.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:rFonts w:cs=\\\"monospace\\\"/\u003e\u003c/w:rPr\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eI will be posting the entire ICFP2024 contest challenges and best solutions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58508,"title":"ICFP 2023: Orchestra,  Place Band members to maximize Audience net Happiness ","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\r\nThe ICFP 2023 site will hopefully have contestant writeups. The ICFP 2023 Orchestra Spec shows details of the contest. I modified the problem contents to the necessary elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\r\n\r\nThis Challenge is to place the 16 musicians,mxy, of Problem 22 onto the stage and score an Attendee happiness score of higher than 19 million; Best known 47221761. The inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below.\r\nIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\r\nSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2. \r\nPlease submit the template to view the tables and graphs. The graphs will give a great starting point.\r\n \r\nThis is the Orchestra room problem 22 showing the attendees and the stage. \r\nThe stage is the line on the bottom at Y=10 extending in X 10:990 .","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 799.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 399.75px; transform-origin: 407px 399.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367px 8px; transform-origin: 367px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 201.5px 8px; transform-origin: 201.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 96.5px 8px; transform-origin: 96.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. I modified the problem contents to the necessary elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place the 16 musicians,mxy, of Problem 22 onto the stage and score an Attendee happiness score of higher than 19 million; Best known 47221761. The inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 373px 8px; transform-origin: 373px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 350px 8px; transform-origin: 350px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 315.5px 8px; transform-origin: 315.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePlease submit the template to view the tables and graphs. The graphs will give a great starting point.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 319.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 159.75px; text-align: left; transform-origin: 384px 159.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 860px;height: 314px\" 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\" data-image-state=\"image-loaded\" width=\"860\" height=\"314\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 244px 8px; transform-origin: 244px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 210px 8px; transform-origin: 210px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Process_orc(d,mu,axy,am,pxyr);\r\n% d [1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\n% mu [1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]  the 16 musicians who have various instruments 1:9\r\n% axy [400,2]  (x,y) position for the 400 attendees\r\n% am  [400,9]  Each attendee's happiness co-factors per instrument types 1:9 seen in mu\r\n\r\n% No two mu may be within 10 of one another\r\n% If any other mxy is within a distance of 5 from the segment axy_i to mxy_j then Happiness_i_j=0\r\n%  This stage is on a line so there is minimal blocking for 10 separation\r\n%  The min distance from point to a segment is Cody \r\n%   https://www.mathworks.com/matlabcentral/cody/problems/1446\r\n%   The smallest solutions are often very slow\r\n%\r\n% Happiness_i_j=1000000*am(i,mu(j))/d2am(i,j); where d2am(i,j) distance squared axy_i,mxy_j\r\n% Score is sum of Happiness\r\n% Best known solution is 47221761 for problem 22\r\n\r\n  mxy=zeros(length(mu),2);\r\n  mxy(:,1)=10:10:160;\r\n  \r\n  %mxy(:,2)=ymin;\r\n  \r\n  %mxy(1,1)=10; %Manual entry\r\n  % ...\r\n  %mxy(16,1)=990;\r\n  \r\n  %mxy(:,1)=[10 40 ... 990]; %Tighter manual entry\r\n\r\n% One solution method would use the Test Suite created Tables/Figures.\r\n% Deconflict x-values and find good performing x-values for each musician\r\n% mu       [ 1   2  3  4  5   6   7   8  9  3  4   7   2  1   2  4] are instrument types\r\n% mxy(:,1)=[71 702 72 72 72 165 702 702 72 72 72 702 702 71 702 72] %from Table of X-Peak Happiness by instrument type\r\n% mxy(:,1)=[] %Need to deconflict x-locactions,\u003e=10 separations, using Happiness figures,xmin=10 \r\nend\r\n","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Taking GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time\r\n \r\ndir_struct=dir;\r\n\r\nfor i=1:size(dir_struct,1)\r\n fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\nend\r\n\r\ntic\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n',toc); %Load Time of orc from .mat\r\n\r\n%fname='orc_d_mu_axy_am_pxyr.mat'\r\npid=22; % Stage is a Line [10:990, 10:10] in what they call [X,Y]\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n',d(3:6));\r\nmxy=Process_orc(d,mu,axy,am,pxyr);\r\n\r\n%Fixing out of bounds values\r\nmxy(:,2)=ymin;\r\nmxy(mxy(:,1)\u003cxmin,1)=xmin-10; \r\nmxy(mxy(:,1)\u003exmax,1)=xmin-10;\r\n\r\n%Using similar triangles for blocking by friend check; Not perfect but good enough for this\r\n%Any players with distance\u003c10 from any other player gets put to xmin-10\r\nLmu=length(mu); % number of musicians\r\nnmut=max(mu); % number of musician types\r\nna=size(axy,1); % number of attendees\r\ngap_fail=mu\u003eInf; % Logical zero of size mu\r\nfor i=1:length(mu)\r\n mxy_dist=(mxy(:,1)-mxy(i,1)).^2;\r\n mxy_dist(i)=100;\r\n if min(mxy_dist)\u003c100, gap_fail(i)=1;end\r\nend\r\nmxy(gap_fail==1,1)=xmin-10; % Throw all gap failers to xmin, No pts will be scored \r\n\r\n% muscr(j)=muscr(j)+1000000*v(j)*qf(j)*am(i,mu(j))/d2am(i,j);\r\n% Calc dist squared from each a(attendee) to each m(Musician)\r\n mscr=zeros(Lmu,1); % Track individual scores\r\n mscrji=zeros(Lmu,na); % Scores of all attendees to placed musician location\r\n mscrit=zeros(nmut,rw);\r\n d2am=zeros(na,Lmu); \r\n d2ax=ones(na,xmax)*Inf; \r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n for x=xmin:xmax\r\n  d2ax(:,x)=sum((axy-[x,ymin]).^2,2);\r\n end\r\n \r\n scr=0;\r\n \r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   for k=1:nmut\r\n    for x=xmin:xmax\r\n     mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc i,j assume no issues\r\n    end\r\n   end\r\n   \r\n  for j=1:Lmu\r\n   mscrji(j,i)=1000000*am(i,mu(j))/d2am(i,j); % Calc i,j assume no issues\r\n   \r\n   mxj=mxy(j,1);\r\n   if mxj\u003cxmin,continue;end % Skip failed musician placements\r\n   myj=mxy(j,2);\r\n   blocked=0;\r\n   \r\n   for k=1:Lmu\r\n    if k==j,continue;end % can't blck self\r\n    mxk=mxy(k,1);\r\n    if mxk\u003cxmin,continue;end % Skip failed musician placements\r\n    myk=mxy(k,2);\r\n    \r\n    %dminp2seg=min(hypot(mxk-linspace(mxj,ax,1e5),myk-linspace(myj,ay,1e5)));\r\n    % Very small but very slow\r\n    %if dminp2seg\u003c5\r\n    % blocked=1;\r\n    % break;\r\n    %end\r\n    \r\n    \r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    \r\n    if d2\u003c=25  %No one musician adj to vector within 5 or 25 for dist squared\r\n     blocked=1;\r\n     break; %exit upon block determination\r\n    end\r\n \r\n   end % k Lmu\r\n   % Blocked musician-j by any musician scores 0 for this attendee-i\r\n   if blocked==1,continue;end \r\n   \r\n   %musicians play different instruments\r\n   %attendees have like(+) and dislike(-) negative co-factors\r\n   %mu(j) gives instrument of musician\r\n   %am(i,mu(j)) gives attendee Happiness for insturment mu(j)\r\n   mscr(j)=mscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n   scr=scr+1000000*am(i,mu(j))/d2am(i,j);\r\n  end % j Lmu\r\n end % na\r\n \r\n \r\n for i=1:Lmu\r\n  fprintf('Player %2i xpos: %3i  Instr:%i  scr: %10.0f\\n',i,mxy(i,1),mu(i),mscr(i));\r\n end\r\n fprintf('\\n');\r\n \r\n fprintf('Total scr: %.0f ********************\\n\\n',scr);\r\n \r\n \r\n fprintf('\\n\\nThe following lines are the titles for the 10 figures lower down\\n\\n');\r\n %Figures\r\n %Played Positions and Orchestra room of attendees/pillars\r\n fprintf ('Problem: %i Orchestra\\n',pid)\r\n \r\n figure(10);\r\n plot(axy(:,1),axy(:,2),'.k');hold on\r\n axis tight; %axis equal\r\n for i=1:size(pxyr,1) % rectangle -no matrix allowed  Pillars fast draw\r\n  rectangle('Position',[pxyr(i,1:2)-pxyr(i,3) 2*pxyr(i,3) 2*pxyr(i,3)],'Curvature',[1 1],'FaceColor',[.9 .4 .8])\r\n end\r\n room= [0 0;rw 0;rw rh;0 rh;0 0];\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'k');\r\n plot(room(:,1),room(:,2),'Color',[1 0 1]);\r\n plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n hold off\r\n \r\n %for i=xmin:50:xmax % Sampling of  mscrit  MUT Score across x\r\n   %mscrit=zeros(nmut,rw)\r\n   %mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc i,j assume no issues\r\n   %fprintf('%3i: ',i);fprintf('%8.0f ',mscrit(:,i));fprintf('\\n')\r\n %end\r\n \r\n% for i=1:16\r\n%  ptr=find(mscrji(i,:)==max(mscrji(i,:)),1,'first');\r\n%  fprintf('Axy: %3i %3i of Player %2i max score %9.0f\\n',axy(ptr,:),i,max(mscrji(i,:)));\r\n% end\r\n \r\n%Plot of Happiness for each Musician Type as a function of X\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%i Happiness vs X;  max Happiness x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit(i,:)==max(mscrit(i,:)),1,'first'),max(mscrit(i,:)));\r\n  figure(i);plot((1:rw)',mscrit(i,:)','.r');\r\n end\r\n \r\n %for i=0:4:Lmu-1\r\n % i2=1+i/4;\r\n % fprintf('Player Happiness per Attendee: red:%i  blue %i  k:%i  mag %i\\n',i+1,i+2,i+3,i+4);\r\n % figure(i2);\r\n % %clf(i2);\r\n  %h=title(['Player: ' num2str(i) '  Happiness per Attendee']);\r\n%  figure(i2);plot((1:na)',mscrji(i+1,:)','.r');hold on\r\n%  plot((1:na)',mscrji(i+2,:)','.b');\r\n%  plot((1:na)',mscrji(i+3,:)','.k')\r\n%  plot((1:na)',mscrji(i+4,:)','+m')\r\n%  hold off;\r\n% end\r\n \r\n % for j=2:Lmu\r\n %  plot((1:na)',mscr(j,:)','.k');\r\n % end\r\n % hold off\r\n %end\r\n \r\n % can I overwrite\r\n %ScoringEngineTestPoint1.m 5699 with updated best score info\r\n %Plot Scores in  Output file\r\n \r\n \r\n\r\nvalid=scr\u003e19000000; % Very low threshold,  Good Score 47e6\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":1,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-15T12:19:51.000Z","deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":"2023-07-15T03:09:53.000Z","rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-13T16:40:00.000Z","updated_at":"2023-07-15T12:19:52.000Z","published_at":"2023-07-14T22:58:31.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. I modified the problem contents to the necessary elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place the 16 musicians,mxy, of Problem 22 onto the stage and score an Attendee happiness score of higher than 19 million; Best known 47221761. The inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlease submit the template to view the tables and graphs. The graphs will give a great starting point.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"314\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"860\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":60598,"title":"ICFP2024 004: Lambdaman 10","description":"The ICFP2024 contest was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\r\nThe ICFP Language is based on Lambda Calculus.\r\nThe Lambdaman 10 maze is a 50x50 matrix L at index 1,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \r\nThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\r\nThe puzzle was given in ICFP to produce the maze text string. \r\nB. SF B$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\" B+ v# I\" I\"   in this language F=\u003eL, l=\u003e., ~=\u003eLineFeed, IR means Integer 49, IS is 50\r\nThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\r\nThe contest's best Lambdaman10 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\r\nB$ B$ L$ B$ v$ v$ L# L\" ? B= v\" Id S3/,6%},!-\"$!-!.VU} B. B$ B$ v# v# B% B* v\" I9 I,2X BT I\" BD B% v\" I% SFOL\u003e I8\r\nThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\r\nThe ICFP competition is more about manual solving optimizations for each unique problem.\r\n Lambdaman21 was solved by Thirteen Team using tools. ThirteenTeam youtube ICFP2024\r\nThis challenge is to solve the Lamdaman10 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 544px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 272px; transform-origin: 407px 272px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/task.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2024 contest\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 300px 8px; transform-origin: 300px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2024.github.io/icfp.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP Language\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 40.5px 8px; transform-origin: 40.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is based on \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Lambda_calculus\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eLambda Calculus\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 369.5px 8px; transform-origin: 369.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Lambdaman 10 maze is a 50x50 matrix L at index 1,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 357.5px 8px; transform-origin: 357.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 195px 8px; transform-origin: 195px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.5px 8px; transform-origin: 383.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB. SF B$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\" B+ v# I\" I\"   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 354px 8px; transform-origin: 354px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest's best Lambdaman10 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 360px 8px; transform-origin: 360px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eB$ B$ L$ B$ v$ v$ L# L\" ? B= v\" Id S3/,6%},!-\"$!-!.VU} B. B$ B$ v# v# B% B* v\" I9 I,2X BT I\" BD B% v\" I% SFOL\u0026gt; I8\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 371.5px 8px; transform-origin: 371.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 285.5px 8px; transform-origin: 285.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 100px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 50px; text-align: left; transform-origin: 384px 50px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 100px;height: 100px\" src=\"data:image/gif;base64,R0lGODlhyADIAOetAAAAAA0NDRYWFhwcHCIiIiYmJioqKi4uLjIyMjU1NTg4ODs7Oz09PUBAQEJCQkVFRUdHR0lJSUtLS01NTU9PT1FRUVNTU1VVVVZWVlhYWFpaWlxcXF1dXV9fX2BgYGJiYmNjY2VlZWZmZmhoaGlpaWpqamxsbG1tbW5ubnBwcHFxcXJycnNzc3V1dXZ2dnd3d3h4eHl5eXp6enx8fH19fX9/f4CAgIGBgYKCgoODg4WFhYaGhoeHh4iIiIqKioyMjI2NjY6Ojo+Pj5CQkJGRkZKSkpOTk5SUlJWVlZaWlpeXl5iYmJmZmZqampubm5ycnJ2dnZ6enp+fn6CgoKGhoaKioqOjo6ampqenp6ioqKmpqaqqqqurq6ysrK2tra+vr7CwsLGxsbKysrOzs7S0tLW1tba2tri4uLm5ubq6uru7u7y8vL29vb6+vr+/v8DAwMHBwcLCwsPDw8TExMXFxcbGxsfHx8jIyMnJycrKysvLy8zMzM3Nzc7Ozs/Pz9DQ0NHR0dLS0tPT09TU1NXV1dbW1tfX19jY2Nra2tvb29zc3N3d3d7e3t/f3+Dg4OHh4eLi4uPj4+Tk5OXl5ebm5ufn5+jo6Onp6erq6uvr6+zs7O3t7e7u7u/v7/Dw8PHx8fLy8vPz8/T09PX19fb29vf39/j4+Pn5+fr6+vv7+/z8/P39/f7+/v///////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////yH5BAEKAP8ALAAAAADIAMgAAAj+AFsJHEiwoMGDCBMqXMiwocOHECNKnEixosWLGDNq3Mixo8ePIEOKHEmypMmTKFOqXMmypcuXMGPKnEmzps2bOHPq3Mmzp8+fQIMKHUq0qNGjSJMqXcq0qdOnUKNKnUq1qtWrWLNq3cq1q9evYMOKHUu2rNmzaNOqXcu2rdu3cOPKnUu3rt27ePPq3cu3r9+/gAMLHky48F1UmhbxUXMliA0WIjA0GFCgAYUOMoxgYVNI0yrDJFVdAkRmSAYAqFOrXs0aNYIeahx9Bq1xE58rKwi03s17N4Utj1bK6U289QEHFTiMSBEjSBUxcPwkwpSKqKpJcpRQKM69O4AWfVT+oRzuvXxvASGKiNEzaTZP8ubj8+YA6CR8+fhZJ/ChhhEqnfflJyAANmBSUoADJkhAEHyQchOCCcp3AB0kQRjhgAQM0cd/M1l4oXlLVBeShx8KCEEZochEYond3eAgSCuyiF8BVmQCU4wyEteCKTDmmKMAXJTiEo4+8raDiB0RWaR5E+zBCktKYvDDFm8M4ggmoZiSCiuqnBKKJYnQscULAuCHxUdKLmmeDZ4I11sHTsTxiJASmRIIE7qZV4hHaapZXgSKqIQgB1b00aZGoIhxQHkT8MgRjptApIopo3zCSSSF3HGGFTIkcGEAaqRE3gA9wGEgSJ78UF4ZSXIXqUb+rHBiCBgsBDCgE+6RdMcRfbxIkhu2codAihtBCtIogRyRp3xQPAmVH8EWx8ajro5ESh0r4DeFs0/F0d0H3GJkbEmFtCDfmVEN0Z0kxVZ7EiEYxMdHVJ4YwN20Go17UilWmJfAqU9twR0P7Rb3akqHLFDeCRw6ZQl3EBRM3MEpWaJBeV1ENQJ3o+Tr7kqgnODdADY+hQV37Gak70qexNtdEFDdwV0iHhv8kiUNeIfIU4pwR0jNE8M0iHcrPEUJd34A3RvFLT3hXSNOZcJdIErzxjRLpFzQ3RIOc3dI1btdzZIe3Q3wSVOQcEcJ2K2JvdIqInRnRlOAcCcK26y5vdL+H982hUZxFUi89EyscNBdyUr1UFwRgltN09/cvbFUKfYSRyHeq+m9UifR9obDUjIXx0njYdfEA3cC+GqUKh8UpwO1NtPkrddJucHdILAHTdMl3YV6FCWV94ZCuOJ+PJMF3B1xFCfIF7dIq7HTJAV3GRg1SQXcUcGn8TLNXtzdQq3yRgHckXDK9tHP1DN3zwPFCiEmdLdBJ2hyH1Mo3c3rkyVodOAdBqOrX/pmMgHurMEmrEiFKTghiUCoIQnbKY8HNDEi+8WEBtzJQkpA4ScAQMFRPRqgTJDAHSJsUE0N6EOFLAgTgRWHBSf0kQPOoLoKijAma+AOBmLIIg6ogU7+B2LhS/LAnQfwMEIhIMMkBCVEl/CtOAY4YoJOsIVCNMwkK5vJ0LhDvJFwUEYJaEKgsNhEniCpJF/0EQn80EX06a4m6ytODb3opxNATSRZlEkjugM+k6RRTVe4IvTeSJM4EgeIaOwgalSgOYvkMSaG6M4ZYzKpLyniDl3AAfniQ4G1uXFwNhFEd3ySikVooYDlYYAncwfKmvRBWEFRRR+y5R0KBJB0bbtJ6IgTMaGwQg8R5A4LJnmRR8IEcsSpHlFGoa7ubIGVjrPJyYoDg6OMoTsBgAQu83aTInAHCUhhQ3desM3M3QQG3MkYUrTQHUNgTjWNZIkDuOOGpKiCBdz++ZzKysiy7vxBKZXoHG8oWLwbvgQR3XHEUpzAnTTs06AuaUN3EPk77szgoYSUCRO4A4KmqKA4AThfMfmZElZAgDtNaIoZuBOckUKUJZPoTj2Zsgju3KGgGYWJRLkzxqWIgjtkwGkrZVID7hQAhEthQHGkINRoykQT3fnBU0BQHHC6NKcuIUN36vAUfBIHCE0tnUxWoTXu0M8pLiiOEMKaS5mQjTsqgMrGiJPSqw7VJarwH3faAJVg8sYKbOVmTHZJHAN0zCmn4I4XAmtOmIzCr72pAlQqwZ05MBaeMVmCd5b4FDvQzq5ObUndumODqCiBO4iriDFPUgmFdUebTzH+BQKK04BcUWS1JelE87jjhKgQljeMu2xq4hkSUJDAOwc4lFNSYbjixAGjd2XtabwzN6jYjjsEBa1YU2IIBZRHBuJ5iiWC15vSQje0JSlFFczzgLM6RRRx404e3jlclAyirOXZE0jwMIfwqoQUL+gOBUQqXNQQNyOE8Kp5ghoSiZKAEG0UySbiW9lyYlYko6jDR+WzWJHsFAAl2IN/R3IH13JnA8RULUkngixl5eeZI/kwaiwghtR65BE3MM/OLFxfWMkqDC0QaHw0SBIZq2YGbbgER1QhiB3EB108NrCkTkEKUFwqU2iwwgy8GyECXK7IxOmAFfSAiQgzJBSDmML+SeOTAgLTV5HxyUAkTmLk3ihABlNggx8UcYlQkAIVrEigKUBxCUb0wQxM8ICAMnC2QcI5QT/oY0nq/GjiPEDJn6y0fDaAu5RQWtOt2QDAHA1q7xSADII0yadLnRoWgMKGrOZOArhwS5WsmtVbSHGUY12BNczR07FmzQV2jMdg7+YASQiEroFtbAAk4AxuhnWzD3CEP0T7JakoRBSUWuoFdOHVZAw2A4LABkcsOyapQMQWFA3nEcgBqUGstABEYIQx8KESZs5JJuzABFTm6ARnsASUSmQABkxAAyFAQQyAMAUxvKEP0zm3UDYBiC/kYM35KUALuBCIRtNGJKFoxB5vshwEGYBAAgsgQACOkxwV+CAKX4jDITZh24/b/OY4z7nOd87znvv850APutCHTvSiG/3oSE+60pfO9KY7/elQj7rUp071qlv96ljPuta3zvWue/3rYA+72MdO9rKb/exoT7va1872trv97XAvekAAADs=\" data-image-state=\"image-loaded\" width=\"100\" height=\"100\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 182.5px 8px; transform-origin: 182.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.youtube.com/watch?v=Xcm3S9VlqqY\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eThirteenTeam youtube ICFP2024\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to solve the Lamdaman10 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function v=Lambdaman10(m)\r\n%Simple solver going donw/up columns based upon apriori knowledge of wall structure.\r\n%\r\n%m wall-0  L-1  Cheezy-2  Empty-3\r\n v='';\r\n [nr,nc]=size(m);\r\n [tr,tc]=find(m==1);\r\n%Process Lambda10\r\n\r\n%'L..........#..........#..........#..........#.....' top\r\n%'.....#..........#..........#..........#..........#'\r\n%'..........#..........#..........#..........#......'\r\n\r\n%'....#..........#..........#..........#..........#.'  bottom\r\n%'.........#..........#..........#..........#.......'\r\n%'...#..........#..........#..........#..........#..'];\r\n\r\n%Down odd\r\n% Obstacle - go RDDL , special bottom cases \r\n%Up Even\r\n% Obstacle - go LUUR , special top cases\r\n\r\nwhile nnz(m==2) % Any remaining cheezy bits\r\n%Down odd\r\n while tr\u003cnr\r\n  % 'D'\r\n  m(tr,tc)=3;\r\n  if m(tr+1,tc)\u003e0 % 'D'\r\n   tr=tr+1;m(tr,tc)=1;v=[v 'D'];\r\n  else % wall \r\n   if tr==nr-1 %RD\r\n    tc=tc+1; m(tr,tc)=3;v=[v 'R'];\r\n    tr=tr+1;m(tr,tc)=1;v=[v 'D'];\r\n   else % RDDL\r\n    tc=tc+1; m(tr,tc)=3;v=[v 'R'];\r\n    tr=tr+1;m(tr,tc)=3;v=[v 'D'];\r\n    tr=tr+1;m(tr,tc)=3;v=[v 'D'];\r\n    tc=tc-1; m(tr,tc)=1;v=[v 'L'];\r\n   end\r\n  end\r\n end % tr\r\n \r\n %tr=nr\r\n if mod(tc,2)==1 % sitting at (nr,odd) \r\n   if m(nr,tc+1)\u003e0 % shift right\r\n    % 'R'\r\n    m(tr,tc)=3;\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   else % madj r is a wall (nr,tc+1)\r\n    %need to go up and right to get to even (nr-1,even)\r\n    % 'UR'\r\n    m(tr,tc)=3;\r\n    tr=tr-1;m(tr,tc)=3;v=[v 'U'];\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   end\r\n end %mod(tc,2)==1  odd column\r\n\r\n%Up Even\r\n while tr\u003e1  % case tr==2 and tr==1 has a wall?\r\n  % 'U'\r\n  m(tr,tc)=3;\r\n  if m(tr-1,tc)\u003e0 % 'U'\r\n   tr=tr-1;m(tr,tc)=1;v=[v 'U'];\r\n  else % wall\r\n   if tr==2 %RU\r\n    tc=tc+1; m(tr,tc)=3;v=[v 'R'];\r\n    tr=tr-1;m(tr,tc)=1;v=[v 'U'];\r\n   else % LUUR\r\n    tc=tc-1; m(tr,tc)=3;v=[v 'L'];\r\n    tr=tr-1;m(tr,tc)=3;v=[v 'U'];\r\n    tr=tr-1;m(tr,tc)=3;v=[v 'U'];\r\n    tc=tc+1; m(tr,tc)=1;v=[v 'R'];\r\n   end\r\n  end\r\n end % tr \r\n \r\n if nnz(m==2)==0,break;end\r\n \r\n %tr=1\r\n if mod(tc,2)==0 % sitting at (1,even) \r\n   if m(1,tc+1)\u003e0 % shift right\r\n    % 'R'\r\n    m(tr,tc)=3;\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   else % madj r is a wall (nr,tc+1)\r\n    %need to go down and right to get to odd (2,odd)\r\n    % 'DR'\r\n    m(tr,tc)=3;\r\n    tr=tr+1;m(tr,tc)=3;v=[v 'D'];\r\n    tc=tc+1;m(tr,tc)=1;v=[v 'R'];\r\n   end\r\n end %mod(tc,2)==1  odd column\r\nend % while nnz(m==2)\r\n\r\nend % Lambdaman10\r\n\r\n%Lambdaman 10 ICFP dataset and optimal solution\r\n%{\r\nMaze\r\nhttps://github.com/codingteam/icfpc-2024/blob/master/data/lambdaman/lambdaman10.glx\r\nB. SF B$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\" B+ v# I\" I\"\r\n\r\nSolution\r\nB$ B$ L$ B$ v$ v$ L# L\" ? B= v\" Id S3/,6%},!-\"$!-!.VU} B. B$ B$ v# v# B% B* v\" I9 I,2X BT I\" BD B% v\" I% SFOL\u003e I8\r\n\r\n%}\r\n\r\n%ICFP Language\r\n%{\r\nICFP language\r\nAn Interstellar Communication Functional Program (ICFP) consists of a list of space-separated tokens. \r\nA token consists of one or more printable ASCII characters, from ASCII code 33 ('!') \r\nup to and including code 126 ('~'). In other words, there are 94 possible characters, \r\nand a token is a nonempty sequence of such characters.\r\n\r\nThe first character of a token is called the indicator, and determines the type of the token. \r\nThe (possibly empty) remainder of the token is called body. The different token types are \r\nexplained in the next subsections.\r\n\r\nBooleans\r\nindicator = T and an empty body represents the constant true, and indicator = F and an \r\nempty body represents the constant false.\r\n\r\nIntegers\r\nindicator = I, requires a non-empty body.\r\n\r\nThe body is interpreted as a base-94 number, e.g. the digits are the 94 printable ASCII characters\r\n with the exclamation mark representing 0, double quotes 1, etc. \r\nFor example, I/6 represent the number 1337.\r\n\r\nStrings\r\nindicator = S\r\n\r\nThe Cult of the Bound variable seems to use a system similar to ASCII to encode characters, \r\nbut ordered slightly differently. Specifically, ASCII codes 33 to 126 from the body can be \r\ntranslated to human readable text by converting them according to the following order:\r\n\r\nabcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ0123456789!\"#$%\u0026'()*+,-./:;\u003c=\u003e?@[\\]^_`|~\u003cspace\u003e\u003cnewline\u003e\r\nHere \u003cspace\u003e denotes a single space character, and \u003cnewline\u003e a single newline character. \r\nFor example, SB%,,/}Q/2,$_ represents the string \"Hello World!\".\r\n\r\nUnary operators\r\nindicator = U, requires a body of exactly 1 character long, and should be followed by an ICFP\r\nwhich can be parsed from the tokens following it.\r\n\r\nCharacter\tMeaning\tExample\r\n-\tInteger negation\tU- I$ -\u003e -3\r\n!\tBoolean not\tU! T -\u003e false\r\n#\tstring-to-int: interpret a string as a base-94 number\tU# S4%34 -\u003e 15818151\r\n$\tint-to-string: inverse of the above\tU$ I4%34 -\u003e test\r\nThe -\u003e symbol in this table should be read as \"will evaluate to\", see Evaluation.\r\n\r\nBinary operators\r\nindicator = B, requires a body of exactly 1 character long, and should be followed by two ICFPs \r\n(let's call them x and y).\r\n\r\nCharacter\tMeaning\tExample\r\n+\tInteger addition\tB+ I# I$ -\u003e 5\r\n-\tInteger subtraction\tB- I$ I# -\u003e 1\r\n*\tInteger multiplication\tB* I$ I# -\u003e 6\r\n/\tInteger division (truncated towards zero)\tB/ U- I( I# -\u003e -3\r\n%\tInteger modulo\tB% U- I( I# -\u003e -1\r\n\u003c\tInteger comparison\tB\u003c I$ I# -\u003e false\r\n\u003e\tInteger comparison\tB\u003e I$ I# -\u003e true\r\n=\tEquality comparison, works for int, bool and string\tB= I$ I# -\u003e false\r\n|\tBoolean or\tB| T F -\u003e true\r\n\u0026\tBoolean and\tB\u0026 T F -\u003e false\r\n.\tString concatenation\tB. S4% S34 -\u003e \"test\"\r\nT\tTake first x chars of string y\tBT I$ S4%34 -\u003e \"tes\"\r\nD\tDrop first x chars of string y\tBD I$ S4%34 -\u003e \"t\"\r\n$\tApply term x to y (see Lambda abstractions)\t\r\nIf\r\nindicator = ? with an empty body, followed by three ICFPs: the first should evaluate to a boolean,\r\nif it's true then the second is evaluated for the result, else the third. For example:\r\n\r\n? B\u003e I# I$ S9%3 S./     evaluates to no.\r\n\r\nLambda abstractions\r\nindicator = L is a lambda abstraction, where the body should be interpreted as a base-94 number \r\nin the same way as integers, which is the variable number, and it takes one ICFP as argument. \r\nindicator = v is a variable, with again a body being the base-94 variable number.\r\n\r\nWhen the first argument of the binary application operator $ evaluates to a lambda abstraction, \r\nthe second argument of the application is assigned to that variable. For example, the ICFP\r\n\r\nB$ B$ L# L$ v# B. SB%,,/ S}Q/2,$_ IK\r\nrepresents the program (e.g. in Haskell-style)\r\n\r\n((\\v2 -\u003e \\v3 -\u003e v2) (\"Hello\" . \" World!\")) 42\r\nwhich would evaluate to the string \"Hello World!\".\r\n\r\nEvaluation\r\nThe most prevalent ICFP messaging software, Macroware Insight, evaluates ICFP messages \r\nusing a call-by-name strategy. This means that the binary application operator is non-strict; \r\nthe second argument is substituted in the place of the binding variable \r\n(using capture-avoiding substitution). If an argument is not used in the body \r\nof the lambda abstraction, such as v3 in the above example, it is never evaluated. \r\nWhen a variable is used several times, the expression is evaluated multiple times.\r\n\r\nFor example, evaluation would take the following steps:\r\n\r\nB$ L# B$ L\" B+ v\" v\" B* I$ I# v8\r\nB$ L\" B+ v\" v\" B* I$ I#\r\nB+ B* I$ I# B* I$ I#\r\nB+ I' B* I$ I#\r\nB+ I' I'\r\nI-\r\nLimits\r\nAs communication with Earth is complicated, the Cult seems to have put some restrictions \r\non their Macroware Insight software. Specifically, message processing is aborted when \r\nexceeding 10_000_000 beta reductions. Built-in operators are strict (except for B$, \r\nof course) and do not count towards the limit of beta reductions. \r\nContestants' messages therefore must stay within these limits.\r\n\r\nFor example, the following term, which evaluates to 16, uses 109 beta reductions during evaluation:\r\n\r\nB$ B$ L\" B$ L# B$ v\" B$ v# v# L# B$ v\" B$ v# v# L\" L# ? B= v# I! I\" B$ L$ B+ B$ v\" v$ B$ v\" v$ B- v# I\" I%\r\nResearchers expect that the limit on the amount beta reductions is the only limit that \r\ncontestants may run into, but there seem to also be some (unknown) limits on memory usage \r\nand total runtime.\r\n\r\nUnknown operators\r\nThe above set of language constructs are all that researchers have discovered, \r\nand it is conjectured that the Cult will never use anything else in their communication \r\ntowards Earth. However, it is unknown whether more language constructs exist.\r\n%}","test_suite":"%%\r\nvalid=0;\r\n% L lambdaman 1,   . Cheese 2,   # Wall 0\r\n\r\nms=['L..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'\r\n'........#..........#..........#..........#........'\r\n'..#..........#..........#..........#..........#...'\r\n'.......#..........#..........#..........#.........'\r\n'.#..........#..........#..........#..........#....'\r\n'......#..........#..........#..........#..........'\r\n'#..........#..........#..........#..........#.....'\r\n'.....#..........#..........#..........#..........#'\r\n'..........#..........#..........#..........#......'\r\n'....#..........#..........#..........#..........#.'\r\n'.........#..........#..........#..........#.......'\r\n'...#..........#..........#..........#..........#..'];\r\n\r\n[nr,nc]=size(ms);\r\nm=ones(nr,nc)*2; %Cheese bits are 2.\r\nm(ms=='#')=0; % Wall\r\nm(ms=='L')=1; % Landaman, start point\r\n\r\nfor i=1:nr % Display maze numeric\r\n fprintf('%i',m(i,:));fprintf('\\n');\r\nend\r\n\r\nv = Lambdaman10(m);\r\nfprintf('Answer Length: %i\\n',length(v));\r\n\r\nmc=m==2; %Create cheese binary matrix for processing path coverage\r\n\r\nr=1;c=1;  % Limit is 50,50 for Lambdaman10 starts at (1,1)\r\nfor i=1:length(v)\r\n if v(i)=='R' % R\r\n  if c+1\u003c=nc\r\n    if m(r,c+1)\u003e0\r\n     c=c+1;\r\n    end\r\n  end\r\n elseif v(i)=='L' % L\r\n  if c-1\u003e=1\r\n    if m(r,c-1)\u003e0\r\n     c=c-1;\r\n    end\r\n  end\r\n elseif v(i)=='U' % U\r\n  if r-1\u003e=1\r\n   if m(r-1,c)\u003e0\r\n     r=r-1;\r\n   end\r\n  end\r\n elseif v(i)=='D' % D\r\n  if r+1\u003c=nr\r\n    if m(r+1,c)\u003e0\r\n     r=r+1;\r\n    end\r\n  end\r\n end\r\n mc(r,c)=0; \r\n if nnz(mc)==0,break;end\r\nend\r\n\r\nif nnz(mc)==0\r\n valid=1;\r\nelse\r\n fprintf('Failed to Clear - remaining cheesy bits\\n');\r\n for i=1:nr % Display maze numeric\r\n  fprintf('%i',mc(i,:));fprintf('\\n');\r\n end\r\nend\r\n\r\nassert(valid)\r\n\r\n%The maze as Text\r\n%{\r\nL..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n........#..........#..........#..........#........\r\n..#..........#..........#..........#..........#...\r\n.......#..........#..........#..........#.........\r\n.#..........#..........#..........#..........#....\r\n......#..........#..........#..........#..........\r\n#..........#..........#..........#..........#.....\r\n.....#..........#..........#..........#..........#\r\n..........#..........#..........#..........#......\r\n....#..........#..........#..........#..........#.\r\n.........#..........#..........#..........#.......\r\n...#..........#..........#..........#..........#..\r\n%}\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2024-07-11T04:23:05.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2024-07-09T20:47:10.000Z","updated_at":"2024-07-11T04:23:06.000Z","published_at":"2024-07-11T04:23:06.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/task.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2024 contest\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e was held June29 thru July 1. The contest consisted of five parts: ICFP Language, Lambdaman maze, Starship flying, 3D - graph programming, and  Efficiency - processing complex ICFP message to a numerical value.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2024.github.io/icfp.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP Language\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is based on \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Lambda_calculus\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eLambda Calculus\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Lambdaman 10 maze is a 50x50 matrix L at index 1,  '.' a cheese bit, # is Wall. Matrix uses Wall=0,L=1,Cheese=2 \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest goal was to write a minimal size, bytes, expression that moves L, Lambdaman, to eat each cheese bit.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe puzzle was given in ICFP to produce the maze text string. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB. SF B$ B$ L\\\" B$ L# B$ v\\\" B$ v# v# L# B$ v\\\" B$ v# v# L\\\" L# ? B= v# I;Y S B. ? B= B% v# IS I! S~ S B. ? B= B% v# I, I! Sa Sl B$ v\\\" B+ v# I\\\" I\\\"   in this language F=\u0026gt;L, l=\u0026gt;., ~=\u0026gt;LineFeed, IR means Integer 49, IS is 50\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe full ICFP language is a comment block in the function template. This is written as a Functional Program which appears is best addressed in Haskell.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest's best Lambdaman10 solution was written in ICFP to reduce length versus 2500 U/R/D/L commands.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eB$ B$ L$ B$ v$ v$ L# L\\\" ? B= v\\\" Id S3/,6%},!-\\\"$!-!.VU} B. B$ B$ v# v# B% B* v\\\" I9 I,2X BT I\\\" BD B% v\\\" I% SFOL\u0026gt; I8\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a string of commands [UDLR] with minimal matlab program size that eats all the cheese bits.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP competition is more about manual solving optimizations for each unique problem.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"100\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e Lambdaman21 was solved by Thirteen Team using tools. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.youtube.com/watch?v=Xcm3S9VlqqY\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eThirteenTeam youtube ICFP2024\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to solve the Lamdaman10 maze, eat all the cheese by a char path of UDLR, with a program smaller than the template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003c/w:body\u003e\u003c/w:document\u003e\",\"relationship\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/image\",\"target\":\"/media/image1.gif\",\"relationshipId\":\"rId1\"}]},{\"partUri\":\"/media/image1.gif\",\"contentType\":\"image/gif\",\"content\":\"data:image/gif;base64,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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58439,"title":"ICFP 2022 - Optimal RGB for a region","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/19/23.\r\nThis challenge of Optimal RGB is addressed in detail by RGB Team or wiki Weiszfeld's Algotithm\r\nThis challenge is to return a good [r g b] set for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 105500 to Pass. A scoring function is provided in the template. Score  is Alpha*sum(pixel_color_dist)\r\nThe output is a [r g b] vector.\r\n ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 539.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 269.75px; transform-origin: 407px 269.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/19/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 177.5px 8px; transform-origin: 177.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of Optimal RGB is addressed in detail by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 23.5px 8px; transform-origin: 23.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e or wiki \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWeiszfeld's Algotithm\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a good [r g b] set for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 105500 to Pass. A scoring function is provided in the template. Score  is Alpha*sum(pixel_color_dist)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 91px 8px; transform-origin: 91px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output is a [r g b] vector.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 305.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 152.75px; text-align: left; transform-origin: 384px 152.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 300px;height: 300px\" 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\" 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src=\"data:image/png;base64,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\" data-image-state=\"image-loaded\" width=\"300\" height=\"300\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [r, g, b]=OptimalRGB(imgblk)\r\n  r=0; g=0; b=0;\r\nend\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0;\r\n\r\nimgblk1=G(1:200,1:200,:);\r\nimgblk2=G(201:400,1:200,:);\r\nimgblk3=G(1:200,201:400,:);\r\nimgblk4=G(201:400,201:400,:);\r\n\r\n[r, g, b]=OptimalRGB(imgblk1);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(1:200,1:200,1)=r;\r\nN(1:200,1:200,2)=g;\r\nN(1:200,1:200,3)=b;\r\n\r\n[r, g, b]=OptimalRGB(imgblk2);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(201:400,1:200,1)=r;\r\nN(201:400,1:200,2)=g;\r\nN(201:400,1:200,3)=b;\r\n\r\n[r, g, b]=OptimalRGB(imgblk3);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(1:200,201:400,1)=r;\r\nN(1:200,201:400,2)=g;\r\nN(1:200,201:400,3)=b;\r\n\r\n[r, g, b]=OptimalRGB(imgblk4);\r\nfprintf('r:%i g:%i b:%i\\n',r,g,b);\r\nN(201:400,201:400,1)=r;\r\nN(201:400,201:400,2)=g;\r\nN(201:400,201:400,3)=b;\r\n\r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c105500;\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-20T16:57:35.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-20T16:08:43.000Z","updated_at":"2023-06-20T16:57:36.000Z","published_at":"2023-06-20T16:57:36.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/19/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of Optimal RGB is addressed in detail by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e or wiki \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWeiszfeld's Algotithm\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a good [r g b] set for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 105500 to Pass. A scoring function is provided in the template. Score  is Alpha*sum(pixel_color_dist)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output is a [r g b] vector.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"300\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"300\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml 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2022 - True Optimal RGB for a region","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/20/23.\r\nThis challenge of True Optimal RGB is addressed in detail by RGB Team or wiki Weiszfeld's Algotithm. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\r\nThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u003c=  72990.\r\nThe output for each block region is a  vector  rgb=[r g b].\r\n   ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 500.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 250.25px; transform-origin: 407px 250.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/20/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 194px 8px; transform-origin: 194px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 23.5px 8px; transform-origin: 23.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e or wiki \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWeiszfeld's Algotithm\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 48.5px 8px; transform-origin: 48.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 178.5px 8px; transform-origin: 178.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 245.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 122.75px; text-align: left; transform-origin: 384px 122.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 240px;height: 240px\" 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OmajBKHCRiZE41PUG4JawWY22mAKxzs/9ATv/KEn2f/GX+BvPofJciRRDNHN2KpgNEojR4WxgVgnj4YEcrgq681HVCLqN6AGpEA10NIM2d9k9ZnPY1szdC69DacZhAwTEoIHFUGDwXiDBEvAjkl+zQC8dRzpEG0Qgck1pKU/vxHBF0MIBTO9GVIrIIqX0niu49kc3+M0sXb1WhJBH5ib6TI312GwsYLJ80gTT6MJE82JSC/PHaHd49zDj7F5fYXdzU1MZghxmCq0fU8eGSYEPYNISnAFM72UrNNhbWsftdmY7a2N56CV6vG0x2UC4vrQ0pmg2+2QZClbO9uEkjM0tbfc8SXXCSO6AlHlLRgVrAKqePF4AS+WxFkWd4e8bXmGII4XXrmF0UgwxPbQooVt2KxPNlixY1YFGwxeDIWBPAkMpSBxBTNphw996qeQ9gb7n/91EreJSYWRdagpSDAESWn5hCSMt9Zx2jNJKOJmRoQQFO9DyXGbN603kqCIFgQ8eIsNgRAGpBgGL77Azpc+Q+v8g6TL72N/0EVci8y2QCwEwXqLcS00tMopq7it8NZxnKOxKMdSXCCEyCEmSYfEDcGNaHcW6FiDSQy5SQCLaGSZxi7ApwS17lPQknEwkqDeceHCPN25lJ0XnsHs7NIWGzna094cIoQAw7l5OP8Qg2/epL+zRtFVNLGkwZC4aMiuguuOy+pV4QgqkYBU8qNXi8gsUsClcz2CsdzeNWiSgXgMAprhpYW3SrAjrPoY5sBBofPewbiHKgavglcPRun0MmyibO9sY5IUTIKvxkThuGJIMvFJx9fXQnb9D0QVq45E97n6wBVWbu/gRpbEtqC0N0Sjqhy7IYdBkDhbWh5JiEe/v89D732Yxz/+YcKLT5OvXyfLDNYI3gcsIXIcpTplkq4er11RDXcUlcCUaPsmkUhUqn8G0UDAk6gnLYbc+PJn6czMMf/IRyj6Q/Ldr7OQBnRUkNsUZ4XEQeYFLw38ogDSUGu9oV1800AVGzD1bakGCqCKMQmmVEeoqXYp3Pc1V2dfiFLAhUvnwSiDzQ3wjuDAptWCuHePrdViVTOAIiidxUXS7hy3rt2kyB2hnUEtfYT67Ko5Jx8prZ8LQlCwVpid77G7P2DkBGmZOiFF1VYtZZLqOkVLfHsKc9bspI6fH39rSsDVHE517xhNMhN3KFMgxO57FCWGkRlEIVGPCXssLMLC/Dwvv7BGauZQNSiKSl6G+Dco4PG6XkIcgSCKb3Q4LZTuSEk7Ke//8Y/Rutxl7Zkvst/fJkkSrEhMuSHRN3tsAB835kTmtCNdMj0xbxaxRMYLRohzn+/TYYgZrHPjC39KcXuV5Xd/D3bpKhu7fQh9jAwojCeYgJSrpL6jvEU8jg+He/dV6yiE+Lu1tiQgfuq80x/o5pwKIc5tCIiByw9dgbxg5/YKaVKhlXu7Fw4Qj9LG6sRw4aFHMSpcf+6FyMuKKTl8uRv8SKn/KRdyqSYsb6iiqHFgA0vnl1nd2KZw8dnNNlPallGJYQ5EcWbMnN5jOOSWMvFbRcpe68SjgRlfVUZF1nKVlkEuAhqD8RJ1mLDHQw/OMdgbsLPuMNqJYqwoKo5gYuKbk1L6ijJTiosqlGRM6ahBd0csPXCe9//kx/Drz7LxytdI0oBRDwESm5SENxAkjHWWUkloJ99or+2BJY0D7seGviuYUpWX2kqsQK9lSd0+Mwzwm69w6/O/TbG+xezbfoB88R3sicXiaAcP4iiSEUFCTaAnAj7frPq9+w7yGmtT0BBKNbGpDaL3l0lpyPASdTpqAPWoKPPn5mEwoL+2QTvLyLLkzrc6ydOnbJPNVoU0Yf6RRwi7Q7au3UJsQpAYtDeheqrQ2XEeXOMybWhkxmhfDDjNmT83z9bePiM/GdQppdq7Qg3x7Tg/4H2JRB/TvMYauzdrx0zfy2hpcJKASsArqBosQks8Nuxz+fIcKzfWUJciYqkJjgm1sT3qDWPyxePBWOxV0YiYxGM0YDUO97u+78PMveM86899hjC8Taddcs4qURoSjQTEaE2E6sVz3HHTMedVJU+EUxI97xc057v2U5HGTwo+xxR9euwxvP0lbj/9b5DQ5tzbv59R7x2M3Axp7hG/R0jyCX3uW0TjZDCNJCvjppbZCCPzWKWSud+tG3snhhCiSs3EFCbd2S6LVy8zvHkLt7FJYsBUdp17pKaZ9o4EJQRPURTQ6bD48KNs3l5ne30bsWlMLsnYvFQj0IlPR4A6JZPUzCwayYkKeAq6c21slrC2uYex3ZLUvMF7oNEEEcFIjMvp9/s47+nNzGCMjTF11fknaLOpry0faIhERCVEBF6eZlSxmnNxsUPLCrdeXcOajKBDfBhGDy41pQnVNBTiJ+x4ifSjeiSQqOKdJ11c4Imf+GF0sMbatz5HK+mTGIcRECyhdqOPKixfciIT9z8GjDWeGvXOUy6+9zefzT2CieGIxBlAxeLVMCoiwjIoGjzdFPqvfoFX/vD/JBkKV97319DZ9zNwhlYiJFU04R0WYdMxq5F6p/Fm+jj8Pt9pMM6YDMaUnHDQGPhVu0vfL6jQYrWbAkEdhsDM3Azz55fYv3kb2x9FqaQK3j3hPDZXwZ2IpSox3Uunw9zlB9i5ucpwf4QxyYQ7QWi04titaTCfURVVqWsjAXGa05uPUefb/RxJeg3P6jceL1RaxLh+YuycKwrmZufQEGJmj/psmQgmr5hCfY1taQ75LkogRNEUsQgWCYpxQx578BL9nRGrt3dIjODcFiqD8ipLkEkR7rhjGCcrtt4qMQ2AKqnC0DvOv/9xLnz4fax/66sMN16i285BhxEJqqFEeyUBHBvPTqZQm7qiCiS8QzT6mwbKVSUoRkOUQgSCGLwkeEnxJPE9lnwUSEab5Nf/gtuf+wN0o8/yY99D64F3s5938MN2qXMu9QXVY6bfyRSNqYjKRNtOtednEI7WYZGoulIfkbM5zUSFh0Al/VTEzAj44DAoS+cXmem1Gd66iS08yUR6jONzkWN8Xa2bcUDvAQjQWlyEpXPcfPEaxdBhbRodcCjN1dPb/jiBGAcWZymxl/FyLkQCMvIF/aED2zqTXpmVRDsY9Nnf3mZ5eZmgAWvGZvDaPFK9lh1p+EscmM4EJtGrqZSF1aRJjBPQoFgCSwtzrL7wPPgE54aYZICSEkIXSEqcIMC0ke/IXa17YFQpI0AwIaBZwhM//WNgYeUbX6VtR2RZgS9yRFKklIDURPN/XCdNN9uTEZHqurGo1xjR4+pUzwA014DFR42VWAKGYGLKhQiRwGQacJqCE/Ze/AJ7mys8+NEfZvbtH0flAoObz9AKazF5XmN84ttKaaB3HH7RRgRDtXDfzCrCI8MhO3LiN8r1pZjS4yp4hwawdpqAnHRtHw0m7qyxREIOOFdw8dIlOjNd1m/eRoqYPNBPKY2O+6xxEGJTvVqxwuN7hgCLly5Cu8P1l1/F5Z6kl5aqpvLUA3qsY4xV2YTxJQHU1j/mbsTCuTlyl9Mf5pCkIO7YfT4tmCDlxrC/v8+tldtcffhhWq0Ww1GOlGupdjeoLxgb/GvLwtTWrCWQ6kHeRLVPKImAIWCCkoSCXlbQNo6VW7ukWQ/nPcYmiCSN9d6Ud07a5dgagwFNEK/4YZ+lhy7yrh/5BHsrL9K//g26ZgjeNfTD5R00onujUmd7GN/7eNBUYdUGvEYCKGkcb06oiGH5qfKZBioTmSEnkRT1hsRtkO09w43P/i7b33yeuavvYv7tTzC0y/R9GhmNUtVXaCBXRwiKDTZmOVAzdUR1o0iZxqPh8fLtD03WramSEmrGp1xqQRJIDM4PcOpjYlH1NNO/nyZo9V+EoFG1bQEJyqVLFyDk7N1+lYQctZVd7eTqq0o9HETwEj0yo/Rv8QoQsCIUQO/SVRgpu7dWEBPwpb1UBXxZCGpifx6nWRX+EKLUoTZqN0woaVNgYW6OvaFn5E3ZzrMDteQWFCNCMfLcurHKpctXWOh20cEeJnhUhaASY0ZEoh27ykyitVLogJa6JD2Ryqgow8QzshYViYhDHakPpK7P1UVDku+yvu7wJIjJCG4OfAdDjBGx6rE4Xpu7OkrPFWwLSWYhF3AF7/vRj5JenmP32c/SCa8yb0aYIASTRUlJFCMx8twGwQYhCXfLlzXarwqhcWhJnWvF4d11+X5Bk//yWDwJUeIjBjppQRocqRZYDTEzASO6ZkhbPS0fYOsGtz//O+x85U9o9eaYffePwcw7GBUZAlhbumGXi1JVME3CURKUCKHk2hqlf874GN57qGxqgogpDZxxpkJQvG1DK2U/32TfxUjvTAsglGmHLErl0HI69hElooogUKgjLZSFVpeHHryIrr1Kfv1ZWu2CIvEx/U0tOZwcAlAY8BJKt8wEpyAErECeZLQefBzdGNB/5RohC3gDqYvONM5oiQtMY2SOOzZljR81CB2CVdR6TBDmshbz8wusbDgK6aLW1Uj7jVrCTXVfKNVugmKCRULGM1/9FrPdOb7rHW+nPdgmCQFVQ0BwEoPJq7gutMGaHJI2Z4ptaXY5RoSgSmIC+CEXl5fY3tyhKMLYiKe2tD0oIlrbLJgSP48NEglaYgISAnPnl3nPD30/un+Dzee/Qq+VgU0Yh+eUsQfN/FXV+9IbTA72/3hNKkdFJ+5fGdVjlyu3wbPEhUxD06Olavi4L42jXjA2BodWHFihZOpxO+tc/9LnWPncU3R84NJ7P0HryvewI/MUhWM2V5aki20ZhtkQbzzgQXwswyoVwYiODpU7woQu9jsGXhvpW5uAsQwHw4ictUw1VBuWTodoHIRKL27REJid6bA0P8tofZ0wGpWqtnJeT1xRbvKaqnuVYtSU731Qsu4sc8sX2VxZY2t9HQCbRlf+ygQ6TcaOZ9iXyfdajwCokiaWNE0ZDPM6g4CMz3hDQJAJYlkr4FVpt7u8/PI1Vq+/ypNPPgkhxDzBGkoHgcoIoY2r7wwH5F4bKiZaULVRDeQLem3L/PwCqyt7TA5NlG/qx1ZI6S712AK4UDAcbOGKEZfe90EuvP9dbH7rcwxXX6BlWxSS4upHlKnay7xVKo0STzUROT5X0ORWmlrd6l6qY6Vdua/PvhDScBeV8tDKNVHHyHyM3BPQlGgys6RiYDgicyO6YcTOi1/j2u//BrvPP8fCYx9l4dEfoeAximBxbhPxOUbT6BZuPIFYUxrxSKlcFrXQXK5negBPCw7rdNxLNsnAZPT3BgSvcZ7us8Tb3M1GDOo98wtzXDi/zPqr18mH+ySJQbyWKo9mbNkxoGHklgZhVFHQqLoShJGHbH6RufOXWXnxFXa3dzBpMrFP7x6JT+u+AqWvKqpKllmyLGN/b4CIPTN8z4Tto3xVjQ4Q6+vrfPXrX+e9TzzB8rklXD7ASrQ3x/RGOnWPO6tXJgiI0HDjjYoIBAjFPotzKRbD9vaQJMmmqLg0/ldfnWwoq0C0mOPG0U5jAsV3/OAPQFvYfe6zzCd9UGWoEGLZs7JU5GT23PFf+dt0G4/YnsOglntkUoPd1GKfWag8VKYlkPonbbguVsg9QUkQtQQXaFvDfCq0Rnu0R1sUa9/i2lP/nFt/+nu0s0tc+OCnSK4+ybaZJd/3pLnEvDwCwSgqPh5l/A7BIsFOcJrfeXB4n2MEegKSMujnhBBXWiUVji87qaL/6O2r+FIrBvGBmV6HmflZdtdWCaM+NjExeendPL7CUwJSqj4jTosIvMoAW3ghzC7CzBy7N27jC4fNEkauiEwSMhaAJtKfHHNtTQgh5Q3VoBpIUiFNEgaDPEagl2LPWfDEmmTzY2Cv9x7nHJ996ilmez0+8rHvRfMci8PiMerK+iXxqsgAVGEZFaIdw0EJpDaYGILYmKrA77O82GE0GLK9XSBEr6zTcGWtkJiqYo0SQsH5h6/wto9+iNHtF+jf+iYznfgbxjJR9+wet6dZG+Q7iyNu5nWtOBOocmaFyrDmC6zrk7g9knyL7mCV4Tf+mJt/9n+xt3qdzsWPMvvgp5DWQxQKechwZNh2B6eKC34sJTaN92dh970hMF5vlfrVJrZ0wUzBW7Z3BggJ1mSvc697T4AnShkHSLCcv3SeVAJ7165h1SHCsbJfHwbS2G4GQYKpVdoVwxYCDL3Su3wVki7XvvEsxhh8CGAM0YnmYCGp4y+thgQlEL2wDJCgGuj0MkSEfORjBdTSJhVp4NlZx8K472mW8Y1vfpMvP/00n/zRH2V5cQ433KNlFaMeUU+VP+z1+tCoBwKoYMJYAlFNMBhSKVicTdjb3sEVsShKRYmbNbKPPDvaeC1t0fVr42dLYG9vj6sfeC8Lb1tm+4UvIv0NyDxiFVs98hTE+Gap2grJRY3g2VkUpwWi41jaqMxyiMYyqkFAjaVQxQePNZAYsOJp6YAZv4Ze/xyrf/JPWXv6z+ktXGH5u34cs/R+RsUsw1GLvX0Q20JMUs/9oZ6VtWqN0k/hLgLCziDUS0zHx4Go7XJvJWkbHPT3BogkZQaIKVXyKYJUoqFWUrchFWH58gVwOfnNV0mNgjhMICL9E25MhbEjXjCYOiV6WaBJo9QaTEL3/CUYFWzfuEViLF415uMhquOniVltLjpyx++gwtJI2LudjKCBIg9lDizf6MDZgapJMRg6Eoff+a3fYn52lh//sU/ih318PqLbStFQMLb0lPVLGlJh86YHVFhRAlEQg2IRhG5LmJtJWF/fQugQjevl7avUAke1eVSxE03MIRWC1sYiFSgK0jTj7R//Xujm7D73BZLgGVkhSBGTO0534ERwcJHXG1moFWG1TvfbAn3dGSakVIkZCIzkqHi8AWcEZ8ujlG4TBA0F+XAA+wPaezfY+Mo/5eU/+mVGG7ssPvrDnH/4e7AskY8yvGao2FoDM7Z+NFarNJZUU5Eb35z+QJwmqE5uygN0I/avKAoEyDozUAT6O/3oMRMaFyqczFh9jOY2GKjI3UMny3jg6mXy/h79lRVSW2oOdFpJdLyNObH8kLKaHzUbLSFgEEzWZeb8JYr1TYZrWyTWgoFQju0d3euPPVS1Pq3B6UQC0um2cd4zGrk6xUqT0J5FMMaSJAlf/vKX+bOnnuJHfuLHeefb38aov48rRhhT0gCFZjWVsXd9xe3oITaQkqpEKSMaymZ6LTpty872LhrSqG4o71V7sMrr2eurh4w9gLROeCbjzxXxECGMRjz48KM88pHvZv/Ws+S3XiQTy8BavCmw6huuoEy8PxpUylppvG/+1jynSTzO6Mq4RzDOBhAZAxsVmoAjiOJEKMRQmHgEhNQZkpCgNkVTwdEnkT79m89w489+g62v/n90Fh/h6vu+j97cRYb7juCpN10MWAqls4PWayOuj2a1zLF/+psaZJzoT3Qs9VVQcYmFi2qhtN3GFYG93X40oNfu6XeSQu4tQZHm00TwzjHb6/HA1QfIN9fJd7ZJhHIOJ+0MdzNTUnubMV4jQbFisGlG7/xFBpu7bK+ukZiYliOEMC4k1YhmrzUtx2nQBHqo8ECUwFQ93W6L4Bz5qFTtN5KonCUWp1JhGWMIweODR+FvbX8AACAASURBVIzht//lb7K9tsrP/dzPMj/TZWdrs3RSiKCik0MgJa4vXc4PLSgFQuIVqxAYMTProRgx3M9L18uxLlLqAT2UkToI2uBkQlwMKmWOqZiHmSJ4OhjM0PHgB97D7IMLrL74eVRXSDJD4pNSteEwGib09ccf1mk2UKZ+O3LPvm2hCiyNnGfA4LGVfQhDwKLBgGZYYzEZqBEktGjlBrP+HDtf/pfcfuq3KfoDzr/34yw/8iTCOXSUYYLFiCGYlEIyUMEGhw0FaMCL4CUGaY2Zj7O0PU8A2sRNQsBG33tc+TmLhurgybVF0l1mOAzs7OyBGBxa1vouVQ1aut3XcI/Xq44bLCjeO3rzHeYXuuS3b2CGfcSauqxV0UiSdDczFZ0t4uozCIWF0ErJsYSsR2txmbVbK/R39xFroYyjCQKuchKhtK+NNe8nBKGyASoFxijtdsbAFQzV4BCkdDw6M2zm2Isg/heDKwLBC0LCrZur/O+/8j/zwJWL/K1Pf5qebSG5kGhSVoSN7v0VTzlm5up6pmMuSAUKGylLFjxJCIgZsLDg6G9vMdgXQhqXSM2Nn1hOiw2wWqU6C1gfU7AXNtBxgQTDg08+AckOwxtfxbf2Me3AzEjQILEWhZw0Zco0xMUxfj3s/ZlZFqcLQhnQpqgYHCleMlBLEpSW92TBk/kYsAkGl4AznuAVGQlpIbQKR8sPSIsCs7tK//k/4tZT/w97z75Mb+l9LD76V0iztzEadQhqCUZwYkFjFUmrDjW+lHQSPKahVv82UCXWXbAEUoIo4AADpoO1hkQ8Q3rYzmX2tgdsbu6i1hBswIkSTFyTpgzMPHHoxVHaWq1/VdSPmLs4Q68Hey89T5rnmDTBB8UJ5AnjYmV3sWViiYgC0eill1sospS+s8jMEt3Fc9x+6Rqu8AQbxyAVS2GEPImpeaIK7KiF4e7UeSWa9NMYR8yA1EAry9jJC0ZpmxGCkHI2cMWkZiWqoGL1xixrY02GqiVNWnzta1/l13/tH/J9T36Uv/nv/gxmUGCGDkY5WcnYa6UyrePBYp7CZPqRiomxHEqsseFHLM3Ps3NrncIFksyA+Nq491rj9NpDWKkuxoRIDXjnaHVb7G7v0zm/yEMfeg/D9VsMb99kNrMEfOTMqMpLjrmce6tz1EPenY2lcepQEY9Kl31gnqdHpPq5WmTVF5VaRvAE1Ixg6znW/3wVd+t7mHvi48y+9wcJ17/E8PZXSEyfzFpsSFBt44zBSSAYkBCTdTaf/ybMg3wQhMiyT2F9pSqbbEhasxjbYX9zi6JwGBFcQxqobnOq5HRKO6a+4PKVy1hr2X71OqaRFOmgSeZ4O0YPicZt3q/Ic3Kf0Dt3Dlot9jc2I3q30YW4sg8ddHg5ye49eG4suBrvba1hVBRUrvB3Ezt9z6Am3OPGiI6JSOUSHbXHBoqUP/zdf8NMZ4m/8bf+I4xx/Po/+xe4wiMJJJKgSRI9XhvbG6QiIJUgXUVNREOQeEc3gYWZBZ7buIWqKdVPlTGN10xsedh0NY0xB5C+RDHVqjAoct7xXR9m/vErrD39r5CNLTrnslLqcEiAGDYw1iWfFmY/0P57/4izBU3lfMM0NN6OUyOi9TKNm1YmzxNVrEnQ4DDFDt1kwP5Ln2FvsMPyh36A+bd9kL4I/ZXnSBiCGRE0EMhifEiZ0l8kckLjWJW7427fSCj3cIknY5rwag9GXXMgBI8GQ5rNQdZhY/VlRvkIazsUlSqPN2IIAu1EuPrIgzAasXXzJtZK7EO5D02NGI7fwgOSVON9RaeCBnoXl0EMa6/eiLjDWAzgyvop9wYOab+O3yRJQp7nMbCyyWi9kZxmLXw05qD2kp1iVBTEp6TG8Nu/8ZvM9Vr89b/57zEzk/APfuV/Y7Q3oje7XGZFrIzpMW/WmIA07hknz5c2ihHzXUPbpOztjWKaZD/lW/06Wqzpn5qSMJTMVyUWGyExCaEo0CzhoY89AVnB3vPfYCY4bFCCCaiJm64qplrzpfcQn4ydfSaLYn1HSCCU+mKmuMDXOHf8afyhzmhD9NKyPqFwnoFxuHyVwfU/Z7B7nYvv+hhzjz6Bpg+z/ernyVovk8g+tpgjK2YIZkSw+4jxMYWGUttB3qwySBO9lnJ/6ZwSpT804PEELCZZANtle3sremW1eqi7V6rbo0Fzzasq3VbK5eUlhltb5Lu7dIwBHZdPsE28cMwNU2dzkLHpxdQERMiSlL0UkoU5XOFYv72CiMQ082oovTPqtkzCcdfLQWap+koBayzO5XUAc6AR1vBGwYGul4xcHUBM7IoqYoQUQ8gdWOGf/ON/wubmGn/tP/j3eeihh/nV/+VX+Oozz5MsXcG2emjwhADGJgRtuvGWNw0upkK31kLRZ6EDfpDT33MkSas01h3WyKNBlQJkrJ2ruAuh8D4mKXRKb3mBx5/8LnT9OnbrBrOdNObAkagXFzGRdDQn6h7K8HXBKCB4j/e+sXje5Lr3+wS1X54I6qNnDFmHERnBFXSLfTo7L7H6padY+eoXaS1cYOkdH6EwF+gPE7IEujKkB5ihR32OJOG1HvmmhGiMDKVxkpIpizU/RoXSm7kAtseNGzcYjUaEqhDQdKDcqbaxeiP4omBxtseDD11m/9XrjDY3sVbGEcwiJNrwMjvpQyvNQvl80TI3hg8EKyxeOs9ga4v9zR2stRR5QQinUCulwQn54Ov7GzGkWYor3LjYHJWa6KzjiNJsoEqgIJolDD63/M5v/RG/9N//Et004z//hb/DT//UD2Fcn3x3A+NzEvWkAokcmgM6zriiWC1Y7BhcP8cVJvrtK5NJGY87Tg3qoRLtGFQDb2PyRj8asXD5AucefYjhyqsU+7eRtiLGYlRR44lcjpnUtd7j3VRR7DqFe7MPb8HrQq3qVAgGcqMEhVRTMm2T+pRMLbq/wsrX/19uPf3PSNue5Ud/gHbrvfSHBUVYw+qIhBZFrjhXHLJB38wTEvlWo54q5iFujyqfmyVtL8FAWV9dJUmSWB9dqBmcewfaeB0fTVuCiKDOMz/Xo7c4S7G6ig4GiGnEcSGxrtA9alHzVoKAj86ynXOL5Nu75Hv7GGsIGsp1cW8RQZPhrdsApd3D1DFtWn7XaOyZhqp5XjxqNRYDNC2MdPmLz36ZX/p7/wPPfPVrfPpv/yz/6X/yH/P+tz8Mo13CcAfjBkgxnCIgpSugWIMPntQo52ZbDHb7eBcLDhF0nA7mmA3WZqvLz00biklsRDa549H3vQdZPsfWyy8wHK2RZx5nDIZAkFiuxgaDqYsRybQd8t7BhMjFmV8YZwYaE1Lp9dPgaDkldS2C71L4jNSMaI1eYee53+f6n/4LTA6Lj38c177CdrDshhEkCa10DjSr7W/xplqLtTFOoKnnPcuEZVIfHatDarmeFYziVRGTknXOsb+1z8rtFZIkjS7s4R6rSXRsl6mOuoWVsbJ+XOChq5exrYyta6+SeD8OJi6xrb1HQ18j7UqFpYDz2E6L7Nwiu6trDHf3kUrquMcagmniMdmqqnGvcfGxH1gSomZ6gtc8aLweftRz2HyMNAQrMThinjovysgVpK02L71yi1/8+7/MP/zlf8TjD1/hF/6L/4yf+/TP8NDFJYr9TTTfm/TCgmgDsYnBF4HEKIszbdZf3cE7QTIpA5zGVP44S7gUNiYmuSIqiuIpy9eK8PYPfgAU9l+9SZrBni1oe6VL9MpRAeujDOVNdeO34EyBRsKuEmOKEjcuUxwAMYJzOSbLmWmDwTG6/k1eLf45l7/vpzj/XT/F5vOfYW/zm2T0aSdzmJCiOqg5vcYqGhtf6+/OOqUfK3KjQ0C5p8qmBw0olqQzx8rKPtvbWwBRXaOhjri+FxCN1lV8TaMdZTOjXj9GeVtjePSRR8DlrL/6KpmxGCmiCq724OSeTEGTwaxScfjcM3N5lmy2y9baSxSjnDTrNFDAQZR/UmjaPMeIeAr3aeNpzTk5Qd/HmcOPevHrD/KhqsSGp6Uno0xuBzgwgUExQiTBhw6/968+w5ef/jw/+amf4K9+8sf44U98nN/7gz/mT576TEVAykZIwNgR4oTEQ2qGdDoddvbX8KIkQTCY8sHH9wKpxj4WpYmVxgyOxKcUYkkIGF/QPbfA8rsfx68/g25/gyxTCheixd1abIiEJkhj4iqr21twZmACkdfcteBEUXEYC8bnaBGIFdESTBhR3PoSq08NOf/k32D+ob+KC8Jo62lsPohRyKmrpWUaiFelkUX4zLs7SN3EmLg0YNXhJaEwBktAvUHTRZg9x40vr7K1H2IhN8BIVYsw3iSU8VAn7XVEMlWEf6mSKSlICII1FotixWFagblHLsLGbforr9DKiMGgwZZ1XjzO2Hsy9EajCiuUxeIUIS8M7bmr2PY5dlY2wDtCYmIVEo3SnFRjcJdLoKYXJaIJ1tY0wqN4ib5JqQYcATXmrmxT49pFRyWArz/jUx6948vqy2XyRFUSk2AlQ9Rg0g4rt7b41V/5P/j9332Kn/zpT/HJH/ghPvH9nyhrotfijGLMAC3apB7aLQdJxuZOETP6akIiClLpGk8yN5WGVwgGUu9JfYZPMgwj/GjA8rvfyblHHmD3xm9him8hrYyOt4gogYzUxVKezipgagoLb16vnG9HqGJ84hqVGBkctdrxUEhsWYPdwUiUNEuYKQqGrzzHGv+a5Y/+2yxd/RCr+6uE0QotU4DGYDtFqHNTVNZngKYb6BldDg3mHmcsVpXM5+TGUhhLqxigucXMXYWZRV669iV284Qka6EhYMq06VXlv2DCOO3HVPTxcSGmMgqoeIIYglpSSTAhx7oBM7OW5UeWGaxex23fpJPGanc2GIJ1BHEUEj2mqAjTsdsSJ89ojLgvLKQhIGLJNaM79yCki+ytbMbWZpbgPZQ2N1v1XyrvtrthKYSqrpAaE50YRHAl0TAGEiL37sSUQbj3gIF5XSJyhHvf8RQtmTDFim+ogizV6KnGAnDR5DZLt9PhpRdX+Z9+8X/l93/3D/jY9z95iBG97rjS6bQo8oLhKMeIrfWc98rDwJSNjigm4PKcwjnOP/IgzHUYrtzAWIu1Mf6kqoJY/a+4jHq7nNXsZd+hUFVrjNJqmf5GqD3chKqmRfwuCVEC9baH0y47N59h5Yv/N+L2WXrwe7Gdi3gjBEkJktRMyFjwLHP0VIzUWV4OjYVbqUbqSCwF5zwuGGbmzsGwYG1ltdbzH23/3S3bPf5gTEQoIQT6/T5Li0tcvXiR7ds3cfkw7k8zVgcIDXpeqsaOAxXbIYxNL5VQWTEjrbk5yHP2Njfjs6trq7UlUUUTU3E0meRjjkWTU5epoQE0KNZagg/jwOr6x2M+67DHT/SnefC6x2t3q1RXyjgXYXNfjmsFUUawx7nvtDu0221eeOEFfu0f/dpBAiJYYpR5YGamTVHk9PcGMUjHSKknmxjCo49GY1EZrYKNDEFMFNl8QNOUB9/zOJgRWzdfQYxgjIl+3pX3zSETWYurpwZ66Nu34DVgwlIHB4x98aT6dOPBDwqGIQdr6Pg9hte/wOqX/phs9hydi++h0DmCtgmaxRxcpeq10uFXx1gdc0ahsYak4m5L5s0QMJIQpEN74TKjrQGvvPAiRkoCQsXE3QcRS2MVu5poCVy9epWsN8PG88+Dy0kMaPBjothIgDjV1aM+sn4WSp0Et8rF5EVpLy8yyAs2V9bqcYkXV+n/6/zekThXxOOkjWkQxyaEEEgSW7v31h5r93Bq9ATHUe5Z5SQcx9s0qrmWarhq3JLEohrwwROCYm2KdzptRJcYqAWI8bQ7Kc45RiOHbVuqKPWYTPH4JH3KUQMTyip1JnKrFkF7PRYfvgL9NUbbK2RiygySOg6mnJoZOfDmNEAOffsWvAaUbGN8ucOglRyiqpImLTQkFL6PsYE0CEnh2Xv5aWjPcfG7f4S8v8tw5SvY1KDkGHHleipVqmqmEi2eUT1W1aQa30TUYxRSVaxtMUzmsJ0L7G4OuH3j9tjTSMdSixiOhjHupp0aEWVqLbbV5oGLF6EYsXH9OhkxW7P3BROOUId09ViPLCXIyGJO8hvOQDI/Q54X7G9ul4h76nnVept8OVlj7gQanQqMsbVXXMwZVf58EonnBM04pFlHvp9MDNAkjhsXEFOCdxhjcC7OszEGa7KDEogGECME9fR6HXZ2djAmQSTFOY+qA6oa6BxBT9e4tzaaqBUFtAQRjADes3D+Aovveoxi4xV0b50kScrgoHFH71cAVQjRTGmNjYGVNQdzBhHStwF4AiqWNpZEh3hGhFxoD3bYff5z7L3yMnMPvR/SBfKQopKiYmrkq1IpOxrzc5alkBpiDwJxsxoNDPZGeDtHOvcAN1++zXC3X59tSkMtcqztd/LWacy+iyqtLOXRxx6D9Q2GN2+QoeALrJ1k7+/Wpb7WKEhTHSYxe3eWMP/ARXZvr9Lf2CJJEjhtnFB2TxXERJWd8579/X1arRbtdjtKPXdnfjo7UOPnqEy01iISa4lIKfGJGCqZmCrvkWplBIoGzdFwiJAQyzgq1BlRTkLMJxeYCdFoE6sce/xoxOKli8xdWGRv5SVSP5gIGrufvGTtJNDUOd7nNnxnwLjao5MCJwXWd7DBgAlYY8gKS9rfZfeFLxFGA3oXHyX4FK8WpxqXJqXKaqrgwz2nHyUyU7RGKGOX/MP+SnVKfXBISiItxyF631hVfB4wrUVoLbB2a5O8Pxrb+OQwC+ChzTx4TKkRm+EE3OluAlnWIi8KsjTj/NUrDFduk2+s08syCK7xhKiaFpWJe062Yep7PeR9VfGUMUsgAF6hk5HNdvDbO5DH5JKTw1mVSaYx3gcm65BXJuZHm42dHI4aRsMRrVYLqdR8jfOFw577OsfU/VEtizsd1v7pQdTJ88sf5cBkH60dcexLrVMZpGnEEGuhRO+8KaFTQGO9c2Og3U4ZDAfE8pnVqToplx1jg05MhZQ2EDVlcZIAznHhkbdhZrvs3H6JVApqS9p9hmYen+Y8nUSN+ha8BjSnVgLBeLwxqLYxwZKKoN6ig0D/+lfYeuYv6V14mKy3SOE0lsWtLteowmpO0Mk54TtcWGKyOuZEGg4C039lOo8Jx4GmofPgAMRKeyGgCr3FS1CkvPLC9ZgKplqUE0jq4N6Q1zxk4otmW6Zkt4lhSJKEoihYXl7mgcuXWX3pRUY7O7QtZRklXyP9+jnVe2Fsw6i+bCDL+neabWn0rPpNgRBIe22SuRn6m1uEPKpWan1RZfit6n+Ux0ErMwdetWxEJcjW83bYuJSXDYcDut0uQjQ0T+O4wy3cd/q+enh1/9c4Z2LSDv+9cjqCyXPrglDCWKFyyL3HTanWbaNtcaUeDCSEsqJXGmi1U0ajESItVKUkfFVReY7tKtlc7PViKtPHa5nD5vKDV1F1DHc36JqKNaooaXNbnzYaL58mB7t3/8nZtzE01o9RizOOUTIgcT1aRRtjC3Ii8kz2brD+7BdpX30XC1cfZu2ldbwfYE3F1IyR1slXR02ODr9LxT1Xa7/+6pBzayakca8GYzL9MRAdKGMMgKW7dJH93RHXXr5OlmYMlYYH1uFP1cl/d+zi4b2TO/JqrlRhPfDgg2S9LnvXr2OCx+exxINz45Qn1f8GnRh3tnp2adGumzr93Aa3JqVBHBMHKWm3MTMd+js7BO9Jkha1VFg9qKpAONW/qZE65NcjYJj6B2E0GkX1VcXhT8zvNIKsxvfgIFcS7cQE6OvlfTt4nwOeqDL1Rpt4VGpifjD1/SHPOkQ/lzD1VQDSkLNkh7Qd9HcTPAmQk6BYTQhiDp3z14Mq1beo4EwACiAgoUfqgF7G0oMXCIM9ip0VsHlpOAy1SBrz8BvGq1PqhXYyzN6UK5qbU6e+g7t80FtwCMRg1AqrxFxnSABxqKQ4DajxJOVeDNuvsPfc57jw0R8jndmiv/lZkkQxRYYNQ6oKiSefqSYGqIjS+E5N9KIaqzCqBJACKavnVfdRtSXnHMb3qtIF1etWgAJvc9Q6UgVftBh2r5C1r7BxfZ9bt3ax3dmYE6rWPxNLjzb2QRAt80bJwa6UH02Iw1vtm4oLHat8FCtKrOqXglgMBj8c0LYFD19dgsEae89+ibkEvFpMKDE7pfOtCsEoua1KOOlYwqAqNRvPDtMzpJPvg/WI9VgPqpZdTXC9ZQxdRje3MUPFZjFvH0q0iUl0D4/K9uhUkYRQFq+rGNlq7MbPL1yMLRIrGAtqYj5kxREIoEIWUoyEONYpbA+VtD3P/GyblT1HZjMSVVBfqrRi/XbRQHAO712ZQUBLrVJsU5ok9ecQFCtgzWuvXm8FT5yzEJQQQiT0UHquGqyJ+bpEou1CMDWRisloQaxFJdp11JhyXqq1EdWqEnw9OSJCECFoSUBqFFouvix4ltIcO/SM9jM8gpERRhISTcmZTGdyZGic7k3AmZzUKzbMYjykCy1mLp8j7G4SdleRtKwBUergqptURVEmRPoTqbnupJSaJiiHdOAtuCdQJVsEQGJAWkSRBc4W8WuIenZJaLt98htfp9j7K3SX3s5g54t4HZCqxVAQ1CJlBfexZvyk89ZQAUzdaYyItIwebvap2nylS6QpMxGrYDTqjY2aUoULmQhGLB6PhILcJaSLV5DZy9x87hm2Nm6Rz3RBTG1rAUrEVHG1kbO0TEJtP9Q4zkkwSIjcfDQIWySNbqjOBwI+MmlqCGX+O7FCKoFOErh69RwMNxjeeJFWIvg0w2soM2XH8TBlqV0TZGJ7NcmxUkWYT3HZNQGMCDaYSNCsiwz5nqS05s+BMwxX1zHB4U3Al4GUVQy6lqRKyoSrSszzVGX+rl7jLMZ5SKwloAT1FEUBVjEpYMDamLw17QPqGGmBY8TWRp+ZZJa5VNkYbFMwwvucLLFkrYy0ZTGJJc0Sut1Zut02aatL2pqj0+kwMzNDp9Oh0+mQpCk2y5A0o9WxtNsNt2DAJGljnIS8CORFQMtMwK5w7G9v4YqCPC9wLme4s8lwb5d+f0h/f8BomDMc5BR5wWAwIB8VqDMENXXEP1aQLAErGGsRsSQkcf0ZakZFpSQg5fob6wqJOs+gkaKJtKBhFJukHccgJI1TY0nESkes+OCYm1+gc36JYvMVgstJOkm5kHTMsdU3ai66k/Kbh12nr/Pb5DPe8Nz/b3KoGZcKyciY0x+PasXHKiopO1ubdG9+k6XHP8he+xI6eAWkoBDBettIxwHHXRMVLzJpOz1MvC/r5kiMihdMWfxKMeJACpAhTg2ObnRMiT3AEwi4yIkLWA/WJSAJJihJ6GB75wHD8y98g0L3yIc5jjZNt0unoCH6b2lQUjFYU9mAStRTupeKEYwYDDaqo8t9FYxBXIyzSqNYE9snkJRk2ErAJjDbm+PCQ4+wv7XHMB/SygzeeEQ9Viq0rQQ0uiP7ceXQ5oSHugshZteuFsGU+3XES1ImTQ34UmqYW5gFCnb31nFpgSbK0CS18T5KeeNYFFPaWYOM5Z1mvcKI95TUDkkp07KXhmrNA957vHM4p/iiQK1Ax2Btm3Yyy8zCed75gQ+w/OiAC1cfZmHpEp3ZGWaX5ujOzdCb65K1M9Jui7TTwqZpnAsxYC2YsoZJbcAWCAMI/Uk0ZBqltRWQNkhrcrHWvtQVcy0QAm7kcLnDO08xGDLaG7C9s0d/f5+N21v0t3bY29xkZ3uLre1NNjfXGQ777O3uMBwVOHpEj9mYg82kCWlqSxWWjNV3lYtg5T7rnENo32G7lRcfFWTyQzXBQogEZHmZ3vwc2y+sIaHAa7OIaTMdwmHI/W64zINQ65qVg3EFjY/jSOu3iMjJoOTiyzVYj/VEIJrUPIKaNiY4dq99mcWHHqO38DDDvduQ9CnEID5pBLEdf06qdsjUWj0Mao5NQdQiWEyIHLiIQ8THJJI+cm9Rd6SEUKAoQUJUWagBEobOwv/P3psEWZald16/M9x73+yze4yZkZU1SqmSkFoIdbdaLRot0AKQCczoBsOMBUsWbFjAggVYG2CGYbCFLWCwwQBjMGiZWi1ra00lKVNVmVVZFZkZg0d4+Pj8zffeM7A4595333OPyKEiMpWl+tI8w/29O5x77jnf/P2/QjArE3bae9gSjp+dkKUp+zd2UDpoqp1uhyxrobUmSRKyVgudpSgaGErxOUpjKIuCfLGgKAq8E5RFyWw2YzqbMVssmC/mlNZSmJLCBNRrLxIECYnXaMCXU1574yvc2r/N4z/4f/CTMd2epjQGvEFKj6wVuTAGVzG8SveLQ6uaQwUzbd1mWp/jYLV5H3DAnEhob+2Bl5xfjih1ikajbQXjEhEOGm4qLzzSW6RzCFGlA3lw4X346vd5gXWBQXoRmkPJJKXbH9Df3KDTG7D9+hv09vbZvXtA7+Y27d0eW299g9/+jb+NShwik5DbIBBMCc5SzibY+Qh7MWd6tMAuznHzJ1hTUJYGY0rKosBbi7cO7ywqX6CLPC7IMF5n7ZLrebA6wakEGQPmUinSditYlUqBVLjuPqK9RbvVJmt1UVmLdtqmv5NycLsHyQ70vg0igbzEFZa8tMwmc+bnlwyPzxhdXvL0ySGjiwvOjo+5OL1gMhyTz6fXB9G996RpirM24Ms03/5LoqZjQGBwwtHZ20O2EsrJCUpaLEtMm8+bP9fpw4KG4OIKL/mp8Pjxqc7Y+QTZfV5oeqljfnKf6fFjujt3KeV7OD/EqgQvFPLHWKtVnM3XQuj51woe9oDLFrCjZMBKQiBEipAa4R2SSXD6uoArZY3AuQyERqkEIzPypIdMB7R1h7bq0b39NaTO+Nf+/u/wW//gX6W72ydNMlKtydIUpVVgekIErVNIMJFx1VaKAL204oMfx0NpmBc5C1MyKwqmkzGTyyFnZ6eMR2OGwwXj0ZThyQXT40vy6ZTzPOe1m3tkOuXZn7/L/LhE+BhlUAKt3YKIbAAAIABJREFUJUJGRS9C2Mhoj1jnsUBlcgX3lUc4iWp4FyobbcWz7KHq5+2kQoiEpL2BM4rJuMTSQqNR3gULJAKtCr9seOScx2uPVy4wYVtiixJX5CghSLUkTRJcp8Ngd4+De3cZ3NhjcGufzbu36e9vs3P7Fu2dDWgLMA4WC+xiRjEbQXmBmU94+O4/Q8yekE5PcYsZ+XRKPp9hTYlwBnys4mZOIsc0o/yhzk1EhcKjvSStQQ5XV2I1NRaLx8WiPoXHh6QnlrAkVnUxImPiok3nJVJp0qRFq9WCtMWivYNob9Lqb5J2N0kHe/S2Dti82ePOV+5BqwXtFIqCcjRjOi25OB5yfnhyNYgehLGj0+mQ5zmVj/CliY9KQfIR2ReBwOKkp3f7DrQUk9PHKGHJsjbelDHP++UKsE9Cy7x7lv9+/sP4KTXIeQf5AuGnXD75kN6tb5N29rkY/ohEZwiR4AmBxM/+vsKJ15QArJKUiKyL9QZr89AxEdBoBAkuFzgnMT6lNKBUD93ZJdvcR6bbiO4Orc4WurUJ/QMggTIHu4C0z/jZGf2WRjrD4sP7jJ+eks9mTEcj8tmMYjbDGIMpS4wxyNKhXZP7CqSSpGlKkmXINMH02sh+h85gQLvfo7OxwWs7W7TuHMC33oROF5JuEDTzBcXCMJ3PeXr8iMHuANqG7a+/jv3bv8zczFmMJrjpFJ8vkNaFALJ1KAxpYkLMX0uQCutdQMxVEpQkAaQJ2V0BjTkIbyGXMqTCBkN6LAIlNYNel8nlCDOeIX1wK1V7VYngsilni+CAczZ4UkSIpySZpj3oM3j9Bjs399i9ucftr71B9/YtenfvsHGwT7q1EfoOlDksJpQnRxw/+XPG7xzBg+9TjmZMLi5ZDE+Zzyf8jX/wbzH4ym0u/vH/SNedoFoJnhC7aQuPTASkIsbDBFq44IxshAXkMt848OCYZnt1XTaWn19G+6qF3u2mdRwp6P0W7/OoQwhCtYTD2xF+AniPKhY455nLlKlIMSLFyTa61SNp9ZFZD79zi3SwTX/7gM7mAZtv3uKNn/squva5rQ005H3PwoZ9SQq2qHyvguirlDE/3OKVoL29BSZHLC7Rom4btDohvEytf12mXzPmRnylEmJXOuI1f/24wgPPmp/kOcd76gyl63L9/1pRNOFDN7w5aQp4T3l+CLMFsruPGLeRNnQ8rID9Vjfgp5ckdZZORGa8sqG9x+YLHAaPwXpwXjO3Kd51SdNNdLaPzG6zsbVHb3MP2RqA0+Gn8Mwmc0aPnmJOv4sZTRg++Qjnp9z66lf4w//vTzl75zGMp/jxFL0IWEQmyscs01jngtvFhoCmWnvUarmJ+EBzCaUUaKUQSiK1Imu1aPe6dAYDkm6P1t4+rYNdBrdu0d47INvf5u6dbbK9AfnlE775r/wW3/ydfxlmExheshiPuDw5ZXJ6yuLsjNnJGfnwmPLyMa5YUC5y3CLHFxZp/TILS5pgFbgACeI9JGmAqq+ewaoQsDUWJjYnR9Df6jIen3Jx8ZSyHNEiQxmB1BK0RGaazq0BupOytbfD9sEerdu3ad88YO/uLW7c2GOwO0DtbkAiwBWU8yn5g0NG37vP5OljFsdHTE+esTg7Rc6mFJMRbj5Fe4uVIBNNKzE4CeX4Ca3eHTZf20BPzsh0FcvwMWZgo4UaM9W8wvnVsIBvLi4PHou/gju4+l4tS+Tc+rWv8R+JC0JGBGXdKxHdeNHiAXS/HRMnfMgYNHNcOQFzgrwE6wXDB56FTJkkHVA9XDog6e6glz42qP2VUpCmKfllUbtxVnfW2gJ97mOuPXQzMdtX2KMeMEgl2D44gHKOmQ3ROjgGaqwVzxUG/nKEyHXxlOagCfj88BxGLlZOrQqYVi7ZlFP1d40gV/P49c1/pRPM2uD+WgiXpf0pKQEFXpGfn7C4OENvHaDOe6hyFuC1Kz/3ypy+aJ5849DVlxZX3JIJRxKAsw4zzZFJhk43UclGEGb926Qbd2kPbiBkBoscU5aMjk4pnv6A6ZMnzJ8dM3v6lMXFJX5yCYsZJVBMR9y8u4nQY8z3vkPvI0PftevA7RKaXKKUICBHBKXKS+ogav083kfmHFI9N4RaHiNECOcvRhTTC6ZPPN5Aq4BSCUwqUUJSdluYb93mt//j/5Cnf/YuP/zdP2Hv3jcYbG8xuHVAa2+b/u1vsv8zXUQqoJWCKHGTE+x0SjGekE9mzM6GFKMJ5eWY4nKMm1zi50NcGWIApjQsjFlRzqwAq0Boj9CKdjpA7myTioxv/0u/irKW3s4OWWfAYGeLwf4O7e0+vb1Nko0OrUEHtApuJ+soplNmR0ecv/Me+ekxoydPuDh8TDEa0ipmmOmY+WKOUoJEg8AhlaCdCFSmUbJFKVp4YUiZIhRML2cgN8g6t8jPPqJsL1s5S0LoS7kqa46gjHjb4AHE2E294GLa8MfVgYQd0VyTq54aj5ceW6//oLSzgh0mcE5F5SgYCy7x+IQIw+8Bx6YzSLfA2QnenWNLhT1V6FpAeBqhJ49Wirx0rDUgpEYBXfPufBKq5Ee4nFj+7h1IQX9ri6JcYBZjMiWuFCGtFCK+dOHxPA11vYCR+vHrwqm1cS6F5JVLrf0uYEWorl7n2k5izx3/Ty5V2rP3niyBvDQYl4Gfkl+ekt1+C6W7yHxKKd1yMzb96fWV/JV5rlbWqp0Zv24qS1GxdJ4Q1BUD/I2fJ+3s0x/sobq7oFqQGxbDIafvv0/+7BHmwXuMnh1zcfyMYjrFLQpkaVDOoYCUBOGSEGcvYKeTMH32GDc39DNNay4pladUOdVoPY5FueYdWFsG1XhFVAq1JoJpu/h9CBZrBYkUWA2k0E01JtZxJMD5bEzPO7Z6Pf7wT9/hT/+P32eTP0CgQ1ZRpmlt9+nubNDf22JwsEdnb5vu7Zt0Nzfo7O2gN2+y+9qAJE1QOmYfVRzTWrAWby1lnoee79XDOEImmbaQCqRKsa0WnazNv/4P/xNwJSgRzl/kFMUCs5hRDIcsnj7g8PSE2cU55elTivMTpsMhzKfIIof5jNQZUjwdKZE6bLbNjibLMhyOogi1aJKQUmudxUuDoEB6Ax7Onj6ltIqstY0pNDoX+BgbAxGC2iJkp4mqiYv1a02jxMq6FIR42XVbu/pIeodgVcisQ/1bUeKq/sJeIAhpubXg8YLMGJSLSSEInAArQ4MuG92LQscaLR34shIiyglva7AyiUBaQ0ddkukBFwuF9xnKS4QLhS6F8kvm96kdLJX2VEEta7RQIZi106W1vwGLZ8hyAlmCaEjXV8Mnm5PtGn9X7MQ3bhsmFrl0v1GlIftgHjo8VpkrZmSTlhki1f1D0DG4vuJi8BLp9Zqrqzne5fh+0oXHksKzOxM2o5ICiWd+9pAN+St4+TrGn5JQBKj36E8OkA2eUNAV3/ESBiEKA+qgL84RW1wFF4EDYT3GCazs4lv7qI03yLZfR/dv0G5tQ15Snpwy/uB9zj64T/n4Q2ZPHzI5eYabzFCLkD6qBaRSYF3MmpEK76AsLUpqhHCkbUG61eXw4Tn+EoRLmLc8hShRhGZGFZ6VkGJpAFdu1QY/EQTfemU9CwTWhswvKZeJKVXKaoV2V6YhewwpKKTEG8Eb3/4FpFecvfchPWCguhhrsfMCM19wPhxy8sHD+t4OIGmhWxlZp4NupWT9Du1el/7mJt3NTXS/Q9prkbU7tPs9Wu02idb18+A9XsaiYWtZ2Bl+e8Cdv/vLlM9+xEf/9PfJj0/xswl6PqGYzVnMppj5AjOf44oCb0JdS4JBCUtHSLQSaOERbUikBB9SdYMhEDS3orTRpQPCOgQyZsR6EjkHaYNQLj3F6VP85JJ074DTNCW1U6SwCBksAISvixrxIdVbyDXYk/qNVWtd1IrQdc4MCBZko/ci1/EDgUY2C1krbuYd9RuXzZTmWObqQiMv5cI9pJc1R/TC16ENLQhpdUEaSqQtaakZqTCUecgmCdkNCicdRjmUbaTifWb+FR5GCY01Je1+j6zfhtmHKFdQdRq8MrcvnV5kfayRrIQFNF1/XkSBgkc5ebUspb68xyHxQjfsL4/A1vMfNIqKha1aXauT8AnH/BNAHoKwFh5nQaaAKvFI3PQYjEeme1gpaWPwVuCUxcd59E7iUfFCYV6ldCGoGdM2nbMoaUmUR/gCW1pKs0Hp+ySdG/R2v0q2+yZy4xboLowX5I8fc/TOP+Hiow949uADzPAcZmN0mZM4SA1BAMmUerNGSx8P3oRPtQYpPWVRkGaStNMiHxckJXinMG1Pbiwtq6MGycra8vHfaEytzp2vLOS43lSszai/DCeJmll5EA4ZyxIK67Eodl5/g/H5hPHRBQmw8A4rBYKg6CQ+JVm1yxGlw5cLzHhGiWeM4SorW/4uIWAINFw7uXRYAS0hmRpH9627/Pu/+t8zeuc7fPA//Xe0rCQVIXlAyBDSSCVIFSquRay9k0pGVAu/oqWbOHFCy3o8LnbLbOqvFhvSrVVG4nOcD0lwLQkUC2anxyQ3t1lkGR0u0dIilUdKG8MhEuF1uKgPio1owJxUc7YEA3XX+hdWfCYirme//LZqjbJkz/KKPtvI9A4Kw8qaqa2JcIwKJoL1ZmUM1SvSLmJRVVq2khKlQk+QoiwaQeSqsGd1MJ9dCY4Q1i6Yev1+j6zVwg6nVGDxK7DtL0HZbuLbX6UV+Lb6s9URiwbYa8go8bLeLnXx1LUuqXg9L4jFV+GOQesNkBdRWcELj62ve9114tXWDZSfUKq2WNAQY8qsA+dLRDHF5xPSTofZhcYKWwPFSW/R3iK8wDmNJcWKDCdUyO6jpIVHSY8RCbmBuUsxSQfR6bOx+TPsbL+B7O2Bz8gvpsz+7H3G33+bkx+8zeLJI+TpBJOXYC2ZigHNaD06KZad+hoV1/WKiWsxUSEYvig93ayLMJLJqAhwGs7hbABnqSrOr7p2m9ddm7sV9x1Bq6+/Wy4cH5NpBAEl28igeQrjyDb6HHzlKxx+7/tcHp3Sk2lcl2Hx+bqeorpT5BmxJkOJUA+SyVaYF+eCBustQrhlVbig9uhWvDH1AukELSFxFGzrDqnqICYFPavYbvXx2lPaCbUbSKza6NXq8c0PmvPjm6OP479G+ZMsBXJowiSQOvDJ00cPeOONX6bX38JfnhBSyZZKItX7a9x/KfgrPhcnIIrU57G8WoishROqV9J425V+sHb+8ltx5eg1nhfvsbJWGt9rK6pawmjqRgECUBYFUsZM3+dlDH0a5lVls9SXczhnETj6gx5pt8VsOqLOq6/y3K/NFPv09Pzge/h8/elW/N8I8NGNRfRfxkKwsD1cZBpJQIRd6gmNjQUIi8KACBWyolE1W/3nl0e/QDj4vxbCA+rtR5hLFRi0CWupXMzJ8xzV7gMpRkS1XgSHVd2HXViEmCPEHO3BOYl1EusU1iWoZJvW1j3aW/dIdu6hO9vImSE/esLwT36fs/ff5vKjH7E4PsaO5/jS0ULRIxRBWhUZIwpPgkcTOqU5II9PstyozSUdFKWg9W3uDJhPDZOho6Uk3jmsK68oC9e99xcsFRC+LhZeKmVRlFUMN06V9IJSBe3VFiX9WzfJbt7go//l/w5lJjo0eLty9+p6rK/8sPULVwCghELJoLhaX4YAP8GFpKWOdni4ihSQWkkigiad6TT4HU2JFuDLAuujxdGYhKt73FE7pJusLHLxJlNt/lPPT82YHUu3UXTFG8/08CFK/jLd7QPy4f14f7cUIvHWTV6wHOHSClmiKLx4Y4f3FQtH/VLYNK609hDLS9a1NmGiGrGYFfuGKs1pdT5WgxbaiZiPXFV8OmL7WhnwYEQSmkyt4f18JoqTUxUMCRGYsLElnV4HmWqKfB59tPFBnyO3PtPtX2CBiKglNb9r/i68QIo0MP0IwYCzCOeCjzGCopWxV3c8iWXTlUDSGbQ3DSu9QjkmLrClkPq4OoS/LhbI6sLWeJeEDnDeYBZzysWY1s4WXgqMKMiMQEmPlRmlkCEeoi3eTFFmgfSOmd1Fte/S2bpLq3ubrHMD3dmFmWV+/wkXH/0xpz94m8nhQybPDmE8pu0cHSLqhAoYUTNjURK8l1jnkV6iAG9C/QHCIdLqOVZfaLUebWnwIsTf+5s9Ls5mFHNIEQEqxbmPtY4/dvp4/jpp6pYCAS50/QOBdbB57zWk1Dz7/ge0AOuWWHQrxtDaDdYLcFUj5dQ5h1cCp5KQJRb/K6n4UeQTzgXHlwglm52tDWhppvmEmTN0WlmwNsXVOVnC4iyFQj3ElUPFc36nFrq1xYVbggwiME6gpMAMTykWOenGPvNShnTZCIbona093ksG3+DoYv3OYu3v6yk88nXHLh9SrH907SNf9/zPi22vfqoD84tpXEJQlCW6p0i0pihKvI8BJL9sitOchk9FDWHgfdhcSilmbka/F9Lt8iLHe0sSAd4+iTT+LLQqRARUCKnEWy6dx/EjQSkCuKPysT+7FUgbCyJdcFl4tTovdepxlOhB/CRLM1hIrHCxcEhA6KOEWsvgWxd6P/lCY52WD+ycDwkfwjE1l5SjQ/q3N3GqxPopiRqgXUJiPdKG+ozCa+ZmE9neoLV9k8HBL9LeuIOWCUznzA6fcPy9f8bove9x8cEPsaNL7HSOADKpgCQE3J1H+oDuSukopcBWgWqp8C508xQqoKl6QdSm/crCqKuu45OVpaG1ock6LU6+d4QwwdWJCFXKstbwX6JGtU7xss4T1jYSqyU3f/4txsennN9/QIrCrCzw68YiPhGH8C5m+CAbbzfOSYVjJVKUEljvggDp90FrRpNxyEhNFNaaxjDi+U1Fsamef0p2coW1eo8TocYeITEGkpbCjc4pz87ob9/kwocWt1JoBCXeGYRqWDirZuCnG9BfMdIaW0NARxkSgRRjfOJFayCaxisT4K/8sjz02ks4FJK0lYHwlMUiZC/UJmfj2Odf5OofaxbpdeeJxmYMlmYFdxcskrqNbhxnKufhwIgY4Z3HO/BCo1UAn8zn88bTXjUPBJJSJqGYR0mE8EitEDicK3HWARopk5XzXGwy1BhxPbLr9vCqNrPq4V05buXPxlxce63rqT68ydtqT4FY+XjlhPUL++s/Xu41j9QOIWSAwcCSKIeUBeCxSEw8eGY83nq07KGTTbKt1xjc/hmy7XtAC8ZThj/6kJO3/4TRD/6S8vFD7Mk5fu7xRqKlJlUaJxxGCKxwcf15tPdIG4R8yyUExwYhO0V4nHSr7oronmwyjSq+54nZjxLSVooAppdTlKgUDNDW1yndr5TfRBnl8GQqgxJEr8ONn/0mJz/6CHs5D/Ak3sVU0HjayiJaU3ReMFjlCZ0n145vPqLDo4Ws00o6aQbW4YoCLUA5G+DRqdw6YQi18GhYJj/e9IWzJS4W8IUsQOfDc7jpJfPDx+z8879Mt7+LXZyCD9DozU3m6/+xZpV8OUlrH3yPLj6oAHSaRGz51UrIdatPEGMHlbnZeGnrC2FF4BLnVAZLRAtJ0uuC8BTzaYQyaBSgiEYA/xpm2XDnhb+jMKD5uY9stGlVNB7IWVfbqyJukhW/nw8IE96GNEznFYXxlFbhRRoyq6RGp9mqPG36igVYa8nzIkBU42J6oSERglQntJXEaRfTgZcPKKSoK9Pra68949XieE/lvF338VYL2Ve+M5b/NmtLl2c9X5O4Diusdsut3vGqSb025hUZtPK8YVDOW7wXKJcFxmXATsHP2pTzTYwAnwzI+ju0d+/R2rpHq72PFG38eMbwj7/L5fvvcv7dP2by9AHz8QRloC0ztM9AWJRSaKWYyTmWgLGUOBHXULCcjQ5oH1lpqep6K9dls5+C8KwBgl5DPvR/2NodMJpNmY1LIoLVErk2zuenbeL2SanyeHs8XilSJKYs2f7mPTp3b/H+//x/YssSLbPQrqWBkrDi6uWTMcWKZ6wf2VwDleojfFS0gF63C85QzucoCXgbxlDNE1cueeXan5qin1jETeOrqlIPQiZgHd44zj56wO6/8Lfob+8wfHy2LPoUqr57c3yNT760pN1ihEUjVEKiM6RwJFpHDZuKfwMx9U8AtSsLqnTbENNYzswymW+VVoKAArAerSW62wLvsXmOFjLkKUfmtqLhXkO1juuXG6GZu+Yqq7EhYWTNJYPgrHrBOxtEV2ksxoRqUS8Ezrcw6h5pb5v21ja6t01nY4e0s4lu9UjbXVTWRXU2VgbqrQkDiLdytqCYX1JMRyxGF5STIebyDD8eMh2dczK6ROQnpPoCfEjlk1LQabdj7UOcVeGWjN4/J6Be96xsCoClkLgi1RvzuK5TvmihL+FplpcQ9U5Zve+1Bmpj89eXiFpkfV8hkFJiTMhWwoByionU9PINRPomuwd/i2RToze/RtLaA1tQHh9x+Zdvc/m973F5/4ecP3qAmc3oFJbMeRKhQapQ0+AtrUSjhMW5AmV0yH6qRIIPeExeaBwKJzy5NoAhrNNKT455NfUzRmWoURVaM0ci2J+C7f1NDp9cYgpoC0Xp7XPX/Mun+H48qEQjjKcsSm597U0Q8OT7P0Ii0DrDmhJfCQ6xvjZWd/zzFA/hQ5W5u/b5livB+lAn6H1AOFOdDnhLUeagQl8h72RjnT9/pb6cqYwh9Kh8JUmKtXNSAZOzUxbTOaq3TYUQAAIhJWHl0Gg4Juu48pdZiOi//2/8Jg/uf8CHH33E5PIMMZ/SUXfxYpt5LkgpaTkwSpJrj3BBq3W4GFgGKQKUtavUTucQ2KtBdyFqN4wRgJP0jGVhLWKwCWZBujAkRpN4C0LiXCVA4okyFoaJ6GqyHlnV31Ehgfoo/aLbQVUoQaHuxFuPzS0KHfL9ixJDQonGqQzfHiB3d9Gb+ySDHQa7N1CbN+j2v45K+5BlkLXBQ1kYiqJknheUhcXOQvaYMQbrHFK2UFIF9FSpSLKE9k6LjpJsaRWif97BYg6TMfPZFDN5yOL8PYZnx0yPn2BHZ0zml+h8SuJyMikQqUVmNhReifDszrml3BSgRchosc4TOp9JpAzZScE76UNBcCNV2+NifCqaez60ml1mh11HrnbbVHnOgtARrfq7co3UgyMkawiClRbSOsN5Va8EKSS2tAEyxBiKxYKcNoXeId04oP/aV7n1+s/Q/9av4TduMpB/D5dfUN5/xOj+H3H8wx9w+ehD8vMT8ssh0hq0h5ZUKJLweM4H8D8BIClLi4nKUOWHr4KmQVAGASErIDyxzLhr5tCtSEoRlaGGUrNsWeIx2qJ6CUqnTJ5OaSMRRpHKCD4oqsZLlaXzCuRKZNJSCpwxTK1klEje+oWfZX48pvzgBAvkwmGEW1oh12Y1Ni76HKqeYb2SenleOEILiZIOaUsMYPf74AxyOlsKDWeQsrKIXi1JD6k1tbvSlPNQa6I08vISd3QCt36R/Id/SeJHOFchE0cuJmJihUuXrpEvMembrZRv/4t/ByN+jfH5Od/7/rsMbuyz0d1Gbb7N6MkFlBqdtUhTSWbBZgFa2VuPMRapRGRMsXhHCqRddppbui2Wbi0ZN2hqIfcCkQXTFBMKdoywoZGNqyY+CIzSuAZui8ALh4/FLhW2b+U/8bFavCMyTO4ZT3OC8pqxMBki6dHqbZHs7aB2b7O1fUBv/zbt/TuI3g60NkC2KAvPdFbw4GjE6PyU42dHXJyfc3pyyuXlkMlkyng8Il/keO+xzmPKEmttgFrWGq0USimSNKXX7dDutOn1+3TabfYPDtje2WXv4IC9/Zv03vgqu2/9Pfa8gfmIcnzC+PADytNDLo8eMDk/Ro+foS7PGZUzpLSkqSBJPUqa0KNGQ+ECTL5UITU7ZI2EgiCvAC9wRoNTgckRfNsBKqmq2naxavZ5uDwhNSBgq4ro/5I4C85VZo4EaUEXcT1UCQuRKQqJFgrhHDYvmeeO0ic43WNm2pQiQ/d26N06YOvmN+nf/SaDu3dh+wBcRi4cQix49ge/x4f/9B8hn32EPTkmX+RIqUmUJrUC4ZNgwVmwEWdIyGqMYmWthiQHt+RlCBCxBSgesHH/N1O2oRLEK+ZYrWmuUbTSjIDORgtZWmbnE6TTSKHBlwjPijtsdUO9PAoxlqVAKLGw0WH/61/j9EcPmR+PkCTkZbnillunRo7l828WpyZc5zoGWqmMPjbBAuFN+LTfBmOQizzMvYvKolDU2ulz79s0kz8NLQWaIECI2Op9+pCpar1CjsbYp09pf/U3odPDLS4QsTGfEoR6JOnxwvH8Ko8vF+n/4T/9b+nvbvOtn3uLr/7cW/ydv/mbbP3Ktym7Lf69X/pF7v/Rd7h49wFPvn+f4w8fUo4mIFRobK81wgW4YpkojA/YKQ6wKkIQuCC1Y882lK88VyF7xSgJiQo4NBiMKLGiDEVgwpDUlZUCR8C9l8jQewFIVI4SJcY4nBF4k4DVmFJQFmBKz1BLSpkiOzfo775Gb/cucvsOnd3XGNx4Hbb2IN0EkVCOpxyfXfLs/hFPH7/L06fHPH50yOnZGScnJ8znc6bTKdPZrLYsnHO1ppHoNAoRG1JNY09iKYOQ9c5RmqL+TCCwzpJlKRuDDbrdLhs7+9x+7R737tzia1+7x61bu+x/603oJRxIG1BQT55Qnjzl8ugx549+yPTkMWJ+RmZmKDNDuAU2tfiUiHXkSLQkVTr2N46xL5EGuO2YaSekW7qfAo52I23xquepAo0LG0LWAkQCXoROd0FxFyTK46zHmlBR7srqb4ezHiM0uexhdJts6zadvdfZuPNN+ne+weD2V6G3A7KDnRjuf/hDfvR7v8f73/0ub/3Nn+c3fuOXeP8f/a+cvv1n9DMBpaKVZcFVYk2lWoRtK5aOjutTukXDBcfqPveROVafPcdVV1lvlWyqQDFXsoUamvvGRo/5tGA6dQgboMCdZ8lsmwN8Bbyncv06PEpJhHFs3LpB7+ZNvvO//S6I0cZgAAAgAElEQVRjN6OnexhThn7bXG99NCIjz79ZJVc/zn0Ta7OcC8qNlqCzFtjQWS8U9vnoIqrOecH1Ph5c7nkDoXqy2hoN0gOpVKhjsZbSWs4ePuReouht7TF//JBOFmpmnBCB9/lqrF9+4QGgN0Uff2F495/8GX/xu39Euj/gd/7z/4hv/MavcrAz4N6/+2+CSrDDEcf373P0zg85+vPv8/TRIU8ePsZOZsynC7wRpEqTqASRKFzignImRHDTiAjUFXUTE3GkUC50CksMoeDKYEXsaO08pXW1b9kRir+cVzgv8E6wKD3OSIxX5E5jRBvZ3qK1vcNg5wb9wTbq5l06ezdobe5DZxN0H+iQX+Y8fHrG2Xsfcf/+Y548Pebp4WOeHh4yuhyyWMxCXYp1KJ1gVRY2h1Bk2aDGJVJKkabBtWFtkJBqFWkZiOmnQtBqtePmCLELKT3Wes4vZlwMZzx8eMzbf/oOWku63RaDQZt7b7zGwcEuX/nK69x9/TVu3LrB1tffZPctxa6yUEzxw2Pc+TMmR48YnR2zOLuPnR4zn8+5nE+gXJBgUcKihUBKR6oNUpa18SBF1TmzcmOBJaOBi3yFBA5BHtyW0WXlHPhYLxA2mGJcphgvKb2k8AqyDqozoNXfIuv06Ozc4+brP0d/7wC5cwNaffAJi2nO/Q+e8PD+X/Duez/iwf2PeHr0hIvhBYvZhDvfeBNyiTWadirRPggyW5S1MaCVamzZKPpqBlgxFl+7lZYcqWlZNARpLS8agmLdwdTkEdFFtGS4or6sVLCx2efyeIotQTobiuOaKBXNi71C3iMQGB8g4g+++jpWJzx4+z0EgsI70tjtLmQLUj9Dw82wZstdpSDEl79fteCWYkVAzLIK+Geq1QJrsaYMKfHOBSWuipe9cG4+i/BYPkudeh2vUbV8tzZgi6lEc3l4iBuPae3f5uLD79COAdiwrCKsSN11k1f6Lj8P0trF2EA0JoejMWkqGb/3Lv/Xf/ZfcPPGATtfucPmt95g82e/zs2f/034d34bOy8YPTni/KPHPPj+Dxk+OWZ8csHR4VNmp+dk0xJfWHJTUjqLj01kkAKURDmNNh7jFuBLWir0RxjPLDZPMDOBdJ4in4XVJsB7QWFAJxlZq0eatTEbe9Ddp7ezy972AenWAdnebRLdRqQdSNuYMmE0MxwenfHowQc8evCYpw8POX12wtHTI4aXE+aFpygNzlt0qgPkiLeobguPp7CelBSBrJvYI1Ucm8BHEBqHi0xiRW2tNV3rPZSVmwPwofdKpZ0650FZVBqCb+N8xvnTSx4dPQsw+0lClqYcbG5wa3eXgzs3ufuVe9y4c4v9Wwd0924w+MavszHoQnkBk1PcaEh5ecF8dMbw5AgzG5GPLylmYxg/QxcTirKkLAucNVRIoj4GjrUtuN5XHcgJgZEDkBIpVAAJ9AIpFGnaJk1TfDbA9G6SbWyzs3NAOtimtXuTpLOFbveg0wfXYT6DZ+cXPPzjBzx48IgHH37I4aNHPD48ZDqbURYebwVJJtGqRTuTbG7sQ9bH5B47c2S9UK1srYmWnqy12SatOCZqq6vx5ZWjr/t6nSldzxGaRaxVwoMQAuc8OpMkacJoOMVZSKTCm6oGijqO1FhOr4DxxAUoBMYYvJbsf+0rlBeXDD94REKK9ZYMfdVq+5RjuXYOn3uxys4FqRVpq4UtS5wLnfh4wbp8adQQdl7UdnfjAI8UCq0V88shl0dPaO3dwco21pcx21QG/EAvsBXK7pc7/AGANs4HV4sQCAc9pehkCvIJ6fkz8tPHfPjeHzL9fz3d/T12D+6i77zJ5q077L/xBvf+uTd589d/ARJNucgZjkbMT4bw4ILZ+ZBnR0dcnl0wH42wswXFfMFiPsMXgBOYYoyTkv7mAYXt4ja/jk17mJYm6/aQSpB1urS6A5JWn6QzIGn3afe3SLsDGNyAdANKi3eCfGE5OxlydnLO4wfv8ezZKYdPTjk9u+T8/IzTsxNm8ynOB0avFAipMEIiUo1ChUwbBE4onF26JkoXG67EvwHwUUNyNmrx13l1RcNd4YNPr+HxMM6v7BsroRQ+VLlLDanG+QB9YkvPNC85Hz7l/QeHJO98j0Qn6CSlPxiws7PDrdt32N7dYe/WDjs7G+xsD9jf/hqDvZ9n8+eSGEEvwVuYjSCfUeZzTL4IcNjFAlcsKOZzbLFAzoYoZ671awvASo3pbJC02rQ6HVTWQSYpSdIK2Wmtduh01x2EEufSUxjJ+HLB6OmEo8PHPHt2zuHTQx4dPmQ4GnF8espwNKY0Fh+1XqFakGZ4C7nJyTx0REKWtWExR01H9ABZFHiv0dEE9A0B3hz3F1XKX41FCIExlkG3i8RxeTHHGZCJDC1QIcZYRO0Ke3Vaq68x8UxpUVtd9n/264w/fMDk6JRUZEgkpYtxSSGX8/eZNftPRpU9opSi1cqY5XmwPJREicC/QjLKK5qceFlf30I0iwwCorgDVxpK55g9eMDWm79EtrGHzR8jpI1FhR7pRES98D+GS+2vDmkvbYwRCrCWLilaJTg3Jk0sLWFQqSPxDn/6lOnTE+Rfvs+xsbzfatHa2SLb36W1v8vmndvs3rlFf+cA+avfIslafLPVhjSD0oAp8aUhNwaTO9x8AcLgSUl29pBb2/yNf/s/AO2hEJC0oROxbxzgJd7BbLbgeDhi/GzG5TsPGD875/TkhMOjI47PLzgeXjBeLBiOxoymUzShA1tAdAWRJMhYCBX0PI+lBNwS5NCD9iHQLz144Smlw0lW4nCVRRrW1TI01vx3nUSVylddoyFMlvpNBSsRfpdeoFyEBUcgki5eKow15AuLn825GE14dHjIX/zlOwg8WmZ02h22NjfY2uizNeixv7vNZr/H1s4W3X6P7vYGnV6XXm+T3kaHrJ3RTTVSBMchAsj0x7sGnADnMMZijccYx2y+4OlwzOjJiNnohMnZOZPzS548O+F0OObkfMTlbMFoOmc4mePKnAQbLLjY5ztJVR1E9s7hMAQ001BoqrWi1WnDYoEvw7w2s/JqnlJbsY09+wqFR70u6kWwvI+US+w1KWF7b4O8LBiNcqRIMaVDV+/fx37nFa7SZxAi167F6tmvE6wW0p0NBrdu8Pb//o+Dm7bCFpOQuMhAX7TIfyy6+oCCEEMUSuGtxdkIFaPglWYzidVpr9OOG7cU9Y9Aecf40UPQv0a2fQN3+AjpAyx96CFfHfn8boNfJtKiYppCBK1ct5HtHmY0JHGClvR46RCJwlhAeDpuTluDWcwxD8/JH9xn4eECySOlsJ0u+fYeaa9Pb3ODpN9FdNvoXofWoE9ro49MW6AEspPhVY/NGzsUznP/wyNmkznmEorpgmk55nI8YTi8YDKdMJ7NGE8mnJ9fMByNmM1nFKWltI7CGDySJGuFGAkSnbTxwlCIwHxDV8mYhgh1qqZT1OBkKlYJyzrTBmorImoPTW28CqixZt5ev6Rd7P3R2CBN74QE7SA1VaZSozwtAjeCp0RSeoWUGqU0UjqkdDhvsKbAWYd3ltl0wWw858mjpzhnsdahdYCqSZSk3UrIkpSslZBlCa1WRqfbJkkVWZaSpCn9rS2kktc+j0BgrWE0HFLkOfPZgnxRsFgUFIuS2XzBfLZgUczJfY7zHusI/a11GuJiHpwX6CSk1zpvcc7inQl8U8Q58x4tEqSXAYnXQ5J06fYGlLOcqYG2DNhKCVX2UkwhFlXFfqOR2StU/aJ3sqFsLLUEpWRwEzmHkpr+Rp/j4SllAalu4/JZA0o8JDisMvpPN+5rZc669eWXcyIcbN27jRx0efD2d/HEnk1ArkIFvvcsG4i8dBJLrT/GPyQhjiW1xhmDMZYaQbhhGbx0C21NI3ze4wZeAloILo+OKMcLNm7c4fzwj0BW4OwVZMuyLuTLTlp4v2wo5T2pTFGqS1mGGdMqIwEoSlKfkCqNEXO0DtlQlB6dBnjn2SLH4lBiQnI2oTwynBQGa0Kij4obSnjwSmBaKbkSDE3Cb/3D/xpx+03+m//yv+LB4THCdlClxLoS623o/ewtpS0RSiC1RmlJ7gqs8CQ6oZt2wQvMwpCJBCkShAMrBE6EBecqiBRh8Q1Wok2rRtENyLqe0C3AYcXyyKUn3TU0n2YVvqsZ/7UruS7RjhMRf40nB/HjE6TL4lXCWELeeYVZWuFBFQgrQuW+8NhQ4REBH0NybXixUetRmiSVIeTtPQsLk0mOYF6PxzmDdSbkPYhwrrV6per9CgkHPicgGSiEkLEIVSKlDtaeABs3kJQyWFEmwIKEsh2HdXlIj1QKpSVCJeSmDC7F+G6ckOiKMTvQWtFuJxTzIbbMUdF6q+T50qux6nF/1Zt33QIRdQ1UqLWgin8kklRLxqdzUpWgrY4w8NQMsr7e2m+faix8Mguk4pKDu6+xyAtOHh6yrKP2MX31lfnR1kYMNAS/kBKpFM6UEWZpbRyvwiN0jTuh1ifXDsN7EqmYziZcHh3T2z4AoZERtTtc4pVJ3S+EdFUQJZEYPLJlkW2NyBcs7Jii1UcWkCof03AFXiRYU6XWCTAG56GlAoqvEJDhEJlCtvRywzqgDkBLnISicMjS0cIxlYL5QjKbKawoETa4KPAyBOG9RiVJzQGcF6hY0Sls2JD4UKBmvcP6vM6yCS89gPAtPQrLVSG8YVkUttQWHcvMiUrLqL5ruiaCu6GpojQ+X1X9lte/himLqLZaVcZPluOpLZ362OCrqQrdZcSH8fE5rA8CSEQtLRSA2lrbrOYkjC+kXUulUNTwsWGjyKvjXCfvkzrDqGKW6/MkvY7HVs8ho0AM66HqPhfcVeCdRaJW+L91CoeirVL8Ykan02Jjs8343XcpxkNUkmC9aUCprDIZIRrv8DO4gz4bKbxTCAxIg3HgVcbc5fR3JFZJZo9ATB0wRngb0tS9RwiztlRf7qDDq6iECZTOkXcHbL/1C5QPLygenpKio6tXoD11jJDKxfkq+aE3aK3IS0hSTavdYz4/R7s5KSL4lOoiVl+nS79UaritxNpHYYzVSgtAm/LyjPLwR7Tu/gpJdoNy8YhekmN9Qq40ghkiqjqf0wJ8ZaSXPuAoSBIQSuDLAueD9q0rndrZ0IYB6hhC5R+sLW7rImuoGLdbZdgRJtrLoFUroUikQMqg7UqZ4b0OGpg0Ecq5HmLtdgiWbSX6IkP0FTOqblhBI1Jf4Kr2Ga8XC+lWyIczoohZdmH8hBQq4yvhcvWezyXhA4z3+sdXPlj9xK1rk1IsZ6GaL0EVDli7nge3PgPh7E8SJhCNzmje+eXY/PKKQsiVc1xUJJ5/zcYYKxeCJ2bChPhUr9+jnSZcDi+QsX9MsCGrMfiV6zX366uNny8vvA6v4b2jMCW5tdzc7uEBOwNpPciIgVaDOzWcpZUV82OOuSk/67/jqyidw/Y79F+7x/l3f0QxmqJkFiwPHxRIR0SDoDHOl07Vi6o6dAqEkkito2JhgmrR0PdWii1fIl3H5kXDgvOwVJ6ABM/iySOQv07S3aOYPUG5IjaT82hhWUmO+BKTXrUCPSrRSCEwZRHnp6nHxY0rImOuNuKKGrJecLb6kpeocNW5FXMLP5UQWOmV5Ru/xPNETJ+trYv6zjTM8vW38wkhAVfUDL+60T6GVhZb44TmfFV3e25iqf9477xf+6tKC135tsr2aS5Uf/U5mqUJV4RKLUA/bkDVi6kskPpFLdeDX1kVjRqM51yzcZ3avS3AextiKAJ2drZJ04Ti7BwlROjTUrNsz7Jb0lUF/lW4zJfUvHK1uMMNhRCUxiA17GxvMB/PQvfPKEulbLg5/Or8v7LEsajgGefZvLHHYGubt7//PjOgK+oy0fppmi/tVSj9tfjwvi4kFELEtrSVarFcc6+SqrGsGK6NF7Gq5Hi0Tjg7fMLdfE57d5/pmY5CtzqmegZe5QL8XEiGXsjLJ9DRDeVKs1ytz6Elk1ydhZUz1iZINP/fmPkl8mqD+TVMQ1+lz9Rn+Fr6L2/a7Fdy3bgrvKKwiatlKNY3QOX/iPf0jWF9HDddipvrVsXa+K+c7Ouj1gXE+iWaVsSK+8xDjQPe1OGr70TjmcXqO1g9cPl35bBY/sva3355veocUc1x9Ux+Oeaarz5HeIgGk6pPCB9KglXrvEVIGGxtQJoyOz8nEdCsV6lUkaXSQUwY4YVv6aXQlU1QPZgGIdEJdHqSTrfLyfEFprT1PlSqYZUJQuV84129bOEhGkzQedj56j2kh6fv/SBG1Rqr2lO3f6ie7FVo/RV5wLqYXScCTFI1Ac1GUY1F89JpRSmk8TbXX0Rkl946issRbjQi2bkJskUAbfEsu8P4V4Kq/HmTbuakOzxJkqCkpChLAiOoAsvX0bqmfM1RjZ26IsEhNl0JhV7GWbROYtEXMetHrp7RWLjVr2LtPmL9g+eMe+3gtcNX2YtYu+fH0/Nm62Mu0LjtC+f1x+V+1573SS66/t2nOUdc++dzz2oc7iN8iBDU+f8IMMbQH/QBmF1eQlGgMhE11lAgK9a52+e1YVdUVhcFuiTEQyxSetrtkE5+fr7AOZDKN6zwz4MCB7PWISQkMQY1+Oo9RsMxFw+e0CKOpyF8nYhdg1nqLa9qWqWQS6tLBigjW5Z1YaYQ1MV9FWzOq6DnLdv6NVeFoi406JOFZXxyQufNmzjRwlmJTCRS+oAeXG3yL7kQkc1Ogx5PmqZopVgURf3SXiY136+Lky6lJC8NSZahVKh01UrVrpBV98xP6a8nRXeasyRKIJTAStja2oAiZz68xMcmQ0uj6kUuy8+ZKmgYr/EuICq0WhllaZlNDLU6KkLPmGXl+kseR22NiQijs3SnOOeQWrD7xl1mx6fMji9IKhvSh/pX4UMtiG9c61VQtfe1lKH7Jz5k70mJzXOcD/Ah63G1L4KanMl7j0IgS8vk+Bm6swVJF2sFQiuErCTGTwY/k6K25yvzOcBzOBP7dnv3ovM/JV1dcd67sGFsyIsOGT8ea13sKV0d91eGFXxmWm0L/JPxTJ8bRW0tAOg5jDdk7ZSNrQ1YLDDjMS2lwDcgQK5Ycp8TXftaoxXiFUqFlsZb2wNmswXzuUE2GGHQrJfK08sd0OrghIA0VcHrkFuybo+NG3uMHj7CzGYx6b3huowurFcWO79m5I1oS/RWLV2ar1SKfRaK5pIyHjscIq0k624BOtb+lKxGk77cgmRNfPuAyyQlpgjQ2x/H4z7d61sNsFdBemttEFhSIIWMmFAuQKwgfmIYbcUYPr6Pwk+pSYFdxBoZGdwExhqyTsb2/g4s5syHl2RaQ/SX11vzC1g6V5nrkg0KAuxFmsLGbovziwlFfjWuEeKzLytSE3fdSu3HUonx8XNnYGt3m9bOBo/f/2GosxFqpWWs4HlNoD5f+iswhDWKDmoBwnmEcYzPzvFW0u5vAJLS2YDSXSkLX375ETNTPSEtDYFIEpAeVxbRZI2ug5Vo9QtL5V5AywB3Hc72HmcdzpQIH8xVBDh/tSf6l52aFshKptJP6ROTjJqn95ClKa1BD5/PKGZjlJb1Oq2FxxewQUXzvXoQLDOHvPCU1tLqKNqdlNH5PJR4NzUrYlM01n8+K/kg1aq0UyHwsU+7s5ayLEMhp4TO/h4ozdmTIzIg1Smxm+81iR1fHPfzfH5W0CehKlZX7WvpHIvREGMNqjVA+IBgXJU91PQlZwFSOJAV3hNgBz1IS8R8RNdLtLc4IXCkQNUQpRIi/lO9xOahCk/iPUp6Eu8ox1M6QLedYqXFY0i0esW5+p8P/VRQ/Li0XABKZnibom1KR2UMOinjJx+h5yOMcFgSvFMND8fnv3iWDh8PKLzPQvYVDitzFiJHdxSylNijBe2cZQHcSvbc+s+PQYHDBUQDwKNJrCT1kkSAlpIhYN96i3zhOH9wiAMSofFSYmRIApBeoG01zle/ritBEfKX1j6/8nxfnFCpar5C4qanlSmYnlKcPqK99RrWdclEFjqUxjT9v0oC8LOSvLI8Ew3C4W0ZqirrBReyWtZL8z7NGrpyqKt6kztcUaBEgDb3LGMhX1YTbxW+ezX2sX7cT2Min5xC1b1CIOm3u7SzlPlwCKYIQkNUGGJfLFUwJh4iDEzslS4tKGh1E+aTKeQ2BqpfJDiaPz+e5r/U3OOYnEMJiZQKI6F3+xaTswvm5yNSBIUpUEJXT8Wy8+cXQFU8tPHROhN+lSnFL6bGQIQIbR1MiZlOUFkHr9LIExT+pcaVv1haiYEIQOsEAGdM3aTlhfrPp7VA4guu+iLI2FnQ5gVKSpIkgZg+XDet+RLy1Waco/q57pifxkQ+HXnvCCAIjq2NDbrtNqPzM1xZUiUUiYh2S11b9DlTk5fgiQie8ROHFLAxGDAczsgLj9KqEWy8znXV/Plsmn8z90fUn8T/SyidpdVucePOHc4/esR0OEKRUPrQbxxfh7C/QCYdaNUFtC5BPs+RNG4rlnErIQXGhbjufDxFZBlohYuJQlcQI77EdCUHTuqYheVsiEeKV8C/G5q5lAHzx5ahzauOLSKVkgEdmC+l/AB4oUBYt0x+GhN5Pi1ZXUSMloExb/S6pK0W0+EQW7qAAF9je0Vm+UUI5eo9ehGFh6FOCYvj7/XbzCeeIg+AkBX9/+y9abBl13WY96299zl3eHPPMxpjgwMkkBJJDRQ1kRpi2XRsS8Wy5bkUleJKVeKkUpVK8jM/8itxlatiRbY8SBVbokXJkie5LJCiSFEkwAEgQQIg0Y1Gz/369Rvvu/eec/Ze+bH3Offc168bU08msFDod999Z9jD2mseJs3IbmXGuh1zStnlzuKBwbCkv7jA0qEDrJ27SDEs8EaptZS6jM9d93zI9C8x1ePmUWX3GkQAI5TBE6pAMdhGuh2CMwRVjNYter874AYNJOvFdqvFuMBZc9v3pw4J1FQBMCR1rhoXYAyzc3M45wgh3Bcx3nca3mEarwdakrdJWkjwLC0ugDGM19bIU43NoJ5UChhQ7snyStsmHhlILKwQGWDeMZg8Y3V1SFWBD3dJgBCaatiQ/AoCOEOlMLd/D8zMsnzmXGzFZVJ3Sa9N2RdoPaOW7u7IsFPwToi14y3RCV16j82yxi9qTN3YinumfbR1w9iuIGCcxQoUmwOMtdDJIk1TsN9FloaGQtcLkHd7+BAoiwKXuTtmr1PiCzUoYgzlaARGmJ2bwxiD9z423qGWJO/IMO4a7OYTeQfeOIhA0AoryuL8PFQV1cYGXWtSlwXflN6IOHaP1rlxV2gs1JmoTFDo9TpYNayvDnEGqrJq7rkTeNE2HU8gamqV97HelIGlg/vBCoPLy7EeswhBUk6/ThNKkckz78TZnOJPGkumel9RVh6b5SkBMl50r2lDXF9t7FhBFbEWp6Dbozi+ToaimMBk7NwznnfbYIeIL5FppJLrWi/GrZ7wRvBdJ0hRl7SpfQCj4RCCkuV5tBW2RJ67FPBxR+H1+ESAGxjMO4xmGmJ4dyDPHAvzszAcMtzYQFQxZmf4652wv74J2OFEnJl1lGPPaBjIE2FR3Vmz9/ZBLazt/jdhVHi8wp7jR6Ao8NfXMUClgUBkHrUJS9LvTck5uCNa3s7hBgI+hJhwnM5PSCkAzRm5Y9rQrSF5hprfxQheFfUgpQdr0Cxqc4ZWgdB7M9zbChMGojHGoibgPsTg9NrUdNOJvhGcb6I/tFXALTrMh8MhAJ1ut+nRXqum3w0LDa9tj28zl3cc69Og1GuhiYFkLC0uEkYjttbXMBLLkWtdKbrGmnu+fG3MjXWd5hb6bGyNqMpI8cwd3uPdNZDaBgREtyezR4+wsbnB+vIyhuhYbycR1qJ+Ew+WhO47Nfq2tqMoVVWlhGPT0A/vQxxjCpi4d6Gx2kSoKuBFCR60rMAYJHexV5LeI7PqHYKWBhJnZTsZ6j2UPqnfNcJMjmWtzrZue30wFUQi1KWqjQU/HAAlrueSyj/h1N9F631T2OlUf8exvjtEc4aSZcLM/Ax+tM1oe9AEpJvUx35yw70Z50ToqbWgGA4fDPTmZtha346tYSud2PG5MwLDxLqSwoUVYqBprCeVGQsZZHv2sr6yxtba1lTs5WREkTy2WfSdg8YGCJhYwzYoIXiMtQhuElzRspLcO4ulND+FlFcXaCKvjJiU4jPRM78bTnZM/Da1JCG4hRnCsISt7VjoMBNSCxm8CbigU5v0RpGoJowhQAhCEMVmFdlgFcImvQWLWDDBgp8s9v0Q23+74Wa5Iu8wjRtBkkBhBPIA3dzR3zdLtbEM423oGEZlhascVi0qrWoH9xBMau8btKASpco6ZDM9Bqsj7Mhhq9T9Ue8gSZYJyfIm5tC44PE24BUYCnZ2kfzgIbZfXaYYeiw9rLrI8VIR/djGuf4/Sf03pFbfJqifq7EjaSA2n6u0IrM5LvRQMRgXhYZ76ENvG1aiH9lYZkJsdFcZoKyQoqJCqYxMaZz/pVM1s5Mb2DzWE1IfklNv8met/3nTAl67BMqklImIEsYjGI/o9Xp0sjwR0e/uKKzd/CK7+Ufe8Ym0IYp23U6HvNuhGA2REHYIGjK59J7JebW5LWpEsex4IO9lMbxzXCZ7OC1iyZ1xKNwwrvpfxRqH9wHX7zO3tMBw+RqekLpZ7tDmarNynEw6u3fCz9R2GsmkOSM0KobcR7ShiU6TegtDw0zq/iXNKr5FjtGmAzf7//Vc177mrYBpGw1FhDxLPhDvgUmY7eQiphDmja1Hy4ZlJNkyY15xsT2i3B4yPzdHr9sFYmOd73ZyuRuz2Pn3d3witOhJdJ7O9Gfo9voMtraRKqQWyjtomdxLzbV27CpiwBoLGpid7VKVgeH2OPpsgq/ZDHfMZ9M+r22zsEYTRNBAf88SdnaWtVcvNExXYdK6tv2sxpbd+nynBvyWrrk7EP1B9XhiJXHVgAgYY5kimm9x2LcSOnfSiVtdd7toSWg562QAACAASURBVJPoUc/LNlFYcQFqJ/ptgdrjpvFzLb0YhDAa44djZnozdDudOEFTN7N6exLNd3wiu0NQTRpIl2I0xvqYoDUl29wXy5RMK2IQk4F4en2H94bxEIyJDmDVNvO7854Fgca3GUIgCPT27wFr2bx6bdrnoTuFmjaTu1Me9Js/tG0yuy+2eAqiRhlSFGt0D9T+rbYa9ebhVmbvndrFra67XbTEREIOGgJZljE3O0c1HhF8SJ3KbiOGJOklOvSUINH5ZRX8sKDa2ma2229Jk/cfitwLeIdpRBAAI/jgWZibo+s6DFbXofJkYrASqxoEJoXt7hXUjmsUgieep8rTne2zNRxRFDGB0Nh2+fkd6v0dANN6vKSBVsDM3iWoSraWV7DUZpdbh5zfDWiqLwPOOvrdLkVqNWFTFYv7CzT1VIo4YLMMDYGQmoQF71PE2F0c0R1coxS7EmOsrLV0ez38uGi46G0NMZSaKaSQu6R9WATKimJrQK/TJXdZoylHeHuwkneSDXeHNgrWnfRmZ2YxIow3tjBVwJFaAUzZWLT1Hw3ORTt1jN6Z/KT5Oblmck8K9pk8vvl/N9NES0ROgw9ewUC3a9keDIgJ8wrio1O6vqH17OlxTF7xRrGibWmqs8gnmppSGciX5mA8pljfwiYR7ga/XMMV7wLUFj2ZaGfOWTqdDkVRNKH+7TNyf5wWiZ0SkziQdbvRJVBWcbzxEuofN4y53hvVCQ40SHDjDHfSipv7UW/CSGqcb71MW++dvHti9mzDDZ4oawyh8mgIqU7Va6zXG4adhlPFKhivDNY3yTsd5ufnqeO6J/d898PrTTZ8u8FOFLTWMDs7Cz5QbW5hNEnWSsull+6a+r1lcpGdvyYdYNp/2/ys22lMoWKkstTO+uYgt/wMQrSDq1q6PchdxXBrFN+dcgVuZqKV9kN2W4g3AU1NK6FJxsMJs3sWqUYjqsEAm1bjBtPIXVLrGkIlkzEYIm0SY1DvYwb9/VJTSrURwk0TVBBxqTvTR72nLMexYd4Oi87Ub43co9N/SXinu93X+lCbz+r/faiTLGXqmuaOVnTeFKnd+X9NsydyWQOu+VSfN+cIRYUPAWstImEHztwuBEoHVomRHj6wsbHJwW6P+dm5RtB5u9HQd5jGzaHGPGMM/dlZ8Mp4Y5PY06YtpbdisW6Ku9PS4ETs3+Vwth3PU9+3nrbLvtXnRsQQAvQ7GS4XtrbGifcYqhCoaynulgQ3NYfbqAQ07Uc0mqn7e/ewNRox2ogaCMmG39ai0mTe+stfA3a+od5Lay3GOkIVg3yCxrDunfz+rkO9Jpp8HmmPLNDtz0QGUlR0xGCNRcNENJ6SDxLzaDQVtNl/rYUbaJh5FFZqYTPupffVFF4aayPT1VYeX3qPprFPHAbxk+wQElRadqqEOPWYXUi3BsA6i2QWxiNsqEAUVQMp6SgN6a0sdQvqIRjUCiqBYmsDlwmzMx0kKHV9bpX2Mr8Db1uQWEsqM0JntgsUmK0trAQqA95EHBUNDXOoGYo2x6RO9PKIagpTFWqGoiL4WnipzQIwOagq08lqJsS+4arJJDXNTEQFazMqV2L6OWoyhtseE6Tl6xPS0Kd4k0osdhgkdROplQDe/GnQlBysNcFQgcxiZmcpNrcphyVCHk/7PbIJNTxLaboholG4Nc4gxRDREqM+SfQtznovxtzi6hJTHinF4I3Dzi9QVdv4aiNyFBTRgMgk9q6Gpvtr+ixq8GIBj6WKnVsxOGcxPtJnb4VxoXhvUemikiHGRbzRgJQl1hfkGWRW8CFmxhsxWFHwFV5iqLTRFHkrGUFs1J6Dx6iPXSwlMpFG+gBcICQTV6DT72B6GWZznZ4WBBRDB1CCqRA1qDoitr8VNI4bLkFQa6icBVuiaysYGTI338GGABIX4u0ahfUOTIMghBAPa2+pA2ab7tY6znqGTgnGk4nEPKbEQbRmDMSEuCCJqKvHNiHqUQUItVZCTHBVk0IxsdEvoIIEwSSqrhLwWoGkCqs2ErCggRCS2ScILg+UZgz9BcYj8BsVnRJssNgsw4vHaUBUGkYRJHa6DRKT0ayC201sfR3QVMBGCCaKgtrkUwja6RB6PYpz65QhkMlrh883ysnrH8abgiCCVxAMppMjucEM1unYIu6hyQhIjFS4S2PaHdKbQ/RpjU0P7TryAwcYDs+DvwadDF8U5KoEK9P3QeunYoOBkFFZh0iB6AgrASQjeI/zgYHCujqERZZOPEnv8Lsx+RJmZp7ghDDewl+/xPaFbzO6dpbB4Br4ATP9jDy32FBSlQF1FkxIgpcQxFLRASCTEhuSipFygFqBcLhavfHEKCyTOUJVxh4A2aRPQTPXt7w9LVt0e90Eyo018CULC9FBqtK6/h1ooO0we1vkhrRQQIjRON1OF8qSajRMgmfL/KQW0ai9SiptEm83SeNQVGKb1iBJKidgVLEB8uQ0HFmNf9eKgCBiESuIjQhrFLTU5JSupceaXcXDJkYxMsKPlKVOjh16ZEjyM2SgDpWKyoyJ0qlgkkVARUA0tkDd1QD+OqGxRU19Se1jsNaRdztsbC/vMGvU995yS+4saBIcUFyegxG0KFCNZVhi1N0E7vVRiNpTzK3pzs/h8ozy2los9NlonM2VN31OEMGKkumYgMebnMwIJngK71guOmz2TrL3sQ9z5F0fonvkXdDZDyGDzIL1oGPwW7C1wujqJda/8zXWXvw8o7Vvk/sxwXjUdchkTFCPbzQPT67bSewwFNZhtMJoSOasydidMSaGmeHpdLqYLKcsy1jT3mbTjYjf8uLq1G/xwBiMBowGBisrUJbs3bsXYzSaEu6RGn0/QxOZ8nZgHkD7oAmQO8fczAw6LtgebFPXHkoWJExwEFyikdryYUTzghqlsAYv0eSQZPNoVhCaCrQdL4RKqRQCyihUjD2oIWnGYE0XIzY5eCf7oimaxVYl2WDMOIDLuwy2KwoD5ODKEusN4pXSRstANC/V7E4xKtidZ+CNUu9dr9f4Bg1keUavP8PFzU3qTir1z5s5Xe421ilK3u2CMVSjUfR/mBgEUJu8Gsn4Xh0JAQ3Rt+U10Nu7n6xrGa+t4MRCANXYdOC1IG65J9MxpRgq08UrlMOCrapLuf97OPWRv8b8sSegu4eNC+u88o0/5dq5Sww2VlEdMTfbZen4Xo69973sO/Fhukd/kP3v/imuP/sfWXvx01SDV5jpluRUCEIpFhWD1ZJcCwLC2HSpJCeb2IOn8MHVBCigZJ0ckzmqyqNBMWJuJ/+o3TCTRZKAELOInSrbG+tQFswszCG1Lt9c/o4mUsPbTgNp+8AUMuPodXtUZcl4OCJLl5gk+TsFCUl7kIA3MecomIBP5d5dMNhgUAMqBpUo5SoBfEA9lEMDkqGdjHGe4fYssHBoH/mBffQPHaC3Zy9zS/uxLifPc5zLEGupyoKtjQ02Nzcp1jcYv3qObP0yfrHLxWefpxqCM4q3sQ+IDUruY0+OUqapoGhkIpCaP/EmTsEtblCNwTJZp8NosN1oIK0IgDf6tjsAkc27LGogoSgS3hsINQNJ0uY9GG/jo0kCAAmXzMISdKDaWiWrtV+tBYTdJOPJd0IV9a5aoAgg4hj7WbKDT/DAj/8Neid/hMGFTT7/n36fz336C1w8d4nR9hDVEqMFxnjsTM7ivn089sh7+YEf+Qkef//72fej/y3zj34/l579N6yd/SIaoOsifZbk8yCdE5EKxCDtiiSt4+iqqsIYg8XgnMNkGWUZE3XKMhYuu13J6DuzORQlhAoB+pnj+mCb4WCLI4cP0u132dgu7xMEvj9gZ5bp2wWk5bQThF6nQ7/bpdqOdbBy67CieI3d6wQfTUcEKmJdImMFYw0igcoHgo2ltfFgghCCoQwwxkInZ/7YYfTQMZYeOMnRhx+hs38/vX37sLOz4D0olJVna2OAhkDhPYUP+MIjpkv/0EEWT3bp9PuYroVqwOD8y6zT5fjsq6yePsv6tW3y4FkyHcJoiLGGPHcMRgXGmeQgvnMlyoUoMXe6Xbp5znhjg4kn4R5D7VLQgHMWHyDvdSDE9tfG2pjobB0Gg6q/Z2eizW9VBRULVOSHjlL5MWGwTqaCCQZjHEIJ3MqPLBhKwDOWLgGLC8pgHKhmTvLAhz9B9+QHOfvcK/zrX/8kX/vasxQVONtBu/MYC2oC41BSAVtXhlx79bO88MUv88ipU3zsL3+cUx94Fw987BAXv3GKa1/+N2Sb55nrQhaGOJdRqhCMgnoyHSFqQcwNap5r4rsRnHMgQlmWQN2853avdly3WC01mheMBjrioBhTrK+zOH+Ufr/L6tao6d6l8vZ0pe8sO3A/MY4a/W8s7j2tMdR7LkxVfZocvNatjWxWM8kbzDdKnmV08g5haxV8wIqJhQmJmoenQk3tWovmLT8OiFGcCE4cY68MiwqP0JmZx+zby/zJB9n3nnexcOoxFk6ewCzuQccl21dXGV5c5tXnv8zq+SuUl6+zduEyGyurDFfX8L7Cex+bCFUeZy39mRl6/R6ziwssPnKUoz/9QR7+6Id4z+E9uPGI9Zde5qXPfInLT59m7dwyM7kjt4bgPb0UCqoBvLQ1j0mUDnDT0uUq00rba+1hnnwLfjxKhuW75yR/TUh+VwGyLFYuLsuqqWaBSkPX7tkQ62KZRK1INfaanz10lGqwhow2ox8rmNi7Qjyv6RtIvp1SYun60iuFXeTg+3+W7skf4Mq3r/Jr/+Af8vw3X6Lb7eHyDGdTD5IQx+TogDFopojtsTUe8dwzT/PKS8/xwx/7CB/7xF/hyIc+weKeg7z6md9ic+U7zDkPJlAZh+IxOsZpGaOwUtygMllvZ1JBw4AnzztRsioKlJRUGG7dkfDNI9nEdmlUcYAWBdvXV5g5+DCzs330ynXqsGG5m1mw9xHc/2aqCQZI841MrAkt6azxSZCskztiypuM2NrZuMuWa1Ay5+h0ulTLw9hgSKDJWwBMZlEjVD5QVopiUecYjSqqKq5p58ABZo8cYv+7T3Hw/e9j/oEHYWEfhIzx+auc/9xLXPvac1x84duc/c4rDFbW0MEYQmrxmv43ycEbiCQhS0bZDa6zCnSAr3/+ab53eJ2Hf+yDfOtPPodfvsipH/h+PvA//hKD09d55p//Nstf+hJsj+kZoYeADwQFtUKV5mXr1py3CFdtmMcb2D6XZRCUsiiaeTU+kHsBrZBcMbEvugJ5loOxFONxNLGbWGa+wa9GML29I28z1F3HOUF8xFiqEOjOzjB38BDj69+AYhtrJZnwJe6r7L6+9ei9MSiCwYNYhtrF7X+cxe/9ScajjH/5//5zXv7Wy+yd28f65iZZB4IVSgJqLUEMqJCHMSqwLX3o9Ol3Z1krVvl3v/fvOX3mVX7+b/9tTnzwwzzWn+eVpz7J9VeeZl4qsswnTK5BmrVol0d2JjobCECn0wFVyvE4LpoxqA+TQ9xaqIlJ4a1tCsl2LQJVUbK2usqemR7dmR4+VDjn0Fss+NsB7lfmMdEopo+W7DhxkwQoaS6Qmpm0bpX2xQ0TadmFk8ribIbt9hgNR1RVhckmGbbGCFJFs48PhpGHoViq3gydo4c49vh7OPD4u9j7nlPkRw+DWrbPX+Xsl17mwjP/hvPPfYf1l86zuXyVkgJDzLadpYPQj4RVTH20KcQ3OROGGD2jUhcBBTGBTjlg39FjoIbBi2fYfPaLFM99iZn3PM6JH/0oP/q//TIXP/09fPlffYrN0xdxwZJ7warGfh3tc4c0wtRufEJ06ny3btwFh2o7dpbHc1+WzZm8p9DOoxFDSPkJWZ6BEcZFLLVkjKUKkYFMWVdu93DYZQVbmfnJWxAFcVWKsuDA3iNki/u4/p1lxI9TQJJBU27bbs/UyUGhlByPp+9HBJSxO8TJD/4M9A/w+d/+T3zlC1/CuUVGVR9xFslytsshWAdio2dZBG9SvoyM8RgGKrh8kZmZPXzh6W9z7vz/xV//5U/wfT/1IR78sZ/nlT+qGF38CrOuQrSkEsGbLlOddWoJRcF5Aq7u7tXvgLUwHpNLlHi8aooRBqMxjvwmxoo3vCkA3giiBoeQVyXDlWWybs7i/GLU9NJSv5NLeP/BpIBDQy6ZkpDbpimtTZaAphBtITkJp6+juVUw4poaVxpgxJjQC9iOUoy2sKo4MQSTISOl9IFVbxm7nN6h/cydfIDDjzzEySffT+/oSWxvBr+xzYUXTnPuU3/CmaefZeWbL1Ne28BXqa0y3Zj7YTqk+CyKpHeEECMHY8aGYshi7kZtF076fWyzqnivFM7ROXECbAnDq+zPKmaLAatPf55vfuNZjvzQj3D0wz/JTz32P/D0r/8Wlz/7DHMhRCZlHepDk6nSrE4ilnVtK2GSdAg7TVhtcmUQJomMXkB6HcBQbm9PmPg9tQkxEVDT/AJAvxtpUbGNFQhqCHhUTEOS70Tt7l01kCbsq10CM50HazCHjoP1FKtXsAbUCKKxO6EX2qdlMt7WL0ZMLHUThLLqwf5TzD76IS6/dJH/9Hv/ntJnqMvxBkyngyc0rThEQ0pEBG8yqhRZZVHKYChwVOqw80e4sjHi1371N1lf2eAn/tKf58GfXeDa059i45t/RF/GmG6Faiz1EM+4iya7NFdXhEAmigX8XA8yhwy36SXCLlSoVLHooRq8eCaNZt64WamWkGyiIJU1oJYswEyoGF6+iDHK4f2Hybydikt4B+5XiPZRveFITPQTQ8Cqn3yrk6Q9SBpmAAnSuttgnEF9CtEVQ2EDnb05OWOq1TX8uGBTA1tdpWP7dI8fZe+7nmTvY+9mz+OPMn9oP6BsXLzCtz/9JU7/2Ve49sLLbJy+ynBtQEGBwZBLRtfO1jp6NOFiGn9MIGriYgRVTx2K2Ta/0YybhkJYVXIc+dI+8APC8CJqt4AuBwT8aIMLT/1brl08w6n/6hP88P/0yzwzk3H2jz6HGwesB1FL8CXW1R0AZcI4NJaTMAqlSdHLt6T9BqhwahHv8KZE+10QR7E1SHO6t0asKSwKikMYAMz3wZS4YoOOMVSVwVuPtYp6UgmQOytp7lzamuGKRgJrjWI6HczD78KPlglrV8gyR3BC5gs8QimOvO1sap418XF1NaBG2dAOI93PgXf9CJhFnv38pzl3eZXCzuLIMFpG0x01M0vdI2USfCFqUDrJLVFXOK5iJ1qbs76+yb/69d/DF/N87Bd/jj0/PMvGVsHKK3/Moq6hspU2JZ5zNEt0P8QwXtWoVbg8A+9RHzNpp5atFhV3qsdvYL+k+VenvonTj50Jq80NGI/Yt2+JLHOUu0hC97dP4LsTdoYOR5jWRadNJjTEOJqrAk0UXpIiasm5eZoaTCrPVudEVD6GEWJjIb3O2LDXLWJlhutr22z2Ztj7xEOc+J5HOPCu97Dn0YfIFw7iV8dcfv5FvvX7T7H89W9x/vmX2Li6wrCoyAGHAwxdcqxxk8KC7Tk0fhy5YT47ZnoD1LgeCOTdLjNzc1TbA7QssSathgYMyny3y+aZ03zjn/0/PPbn/gof+O/+G7S3wLk/eIrZUWAkFZqZ1Hlxp20wtkkVTd1nd9082keNpDw1ZrCa4d0vZ6ot8ZskgliSqc2HmOgssUmXp0rFFu/e2KcsivXnpIlUqpB32fvAcQYrl/HFmE4meBSVkGZ0cw5fB5VUoUJ9QMsOZmaRfQ89xtbVVZ754jOMg2KznEwMZR19ppP2wm2jcm2SbFmP41+TAqUKXTfDRjHgN37znyDVGh/9Ox/n+Ed+jjOja1y/+CUWlnpYHaV6cwHwTZdNF/uTx9d18hyCx1clMez3dWzKG9i3hLNTDpDaFOBFMVYYXF+B4YDDRw6SdRxFqHZNnHuHidxduPm6yy6f9IbfImbbKCok5hAk5mdokhwtQh6L+8c71KNVwBhwAr4qOZTP8MTRRxCX89Cf+xke+YkPs3D8AIgSXrnKK5/5Ft/803/B5a+/yPrpc+jWKDEMWDQdev2MrapAK0uGBYUyxKjDzGRxfkyIg9ZMo9aUmM4KvykGJsbjCfRneswvLTHYWCGMS5yxLcKtuCpw0Bqqrat847f/KQ/9QocP/sqv0FfHi7/773Clp2OzaNJNg9NIKaLZKrWFi2bmRCza/oDdt2v6K733ro8aZMdvURsUOt0OBE9ZFFgElzkqX1Dj2/0w/tIrMwcOMrNvkbNffhr1JeQAPgU4CE19jx0Ku6Z/BcEDGgSqDrOHT2L2H+Psf3yes6fPQp4xk/cJw4qi/ZjGJ9PG18RUapmuxo3kVFZVyjKQ5R2KYp3f+s3fIJ+1fOQTP8VDP/OLvPAH22xsvMj+roUwimYCLYi5IQYn0GggJkVjxKJd9Rm4fRtTI2ojn7USpAIBI1BsblINh8wvLeAyg45qgjXdpvGdXhl3F3bXQCaws3pSc43UKrMhqI0JogAaMBImZUAklfAIo1RRVHFGWFqY5eD+fZw6dYpHT53ikQcf5JFHH0B1RK8zw/XvnOP0f/hjTn/lWVafe5m188sMtMQBPWBWMhwxIbZUpdyOjmIrQuYyxAhSClWomvFOJJ3JV7t9bs/1hnXRuFYVAdft0J+bY2NwHsoqNkIKtVQoEDzBV8zksDTa5JVP/Su6WZ/3/K2fZ2VtmetPfYnMC2OpiypOWFws/qix9EVoNYyaVg6nxeYdk9AbPtw/UEfYGbFkWQYhUFUVViSG+N8nFd1rRbVE2HvkGJiK0fJFutYAJUhqXRxS4czdEKn2q2j0meAdMMfcscehFF54+jkGm0PCwhzD4TaZN4it3582dke6Q/Nb+0da0waMokVF3p1loxjyG//st+jN9vnAz/8Ij/zMX+dbv/NPGQxPM9MxoEMMJYJFMak+W5I+sl43Sk1liXMpxkamB/CWQUj2wrTo6UNAsVbwW5tsXL3CkcOPMDfXZ3U0ag6otRafOnu9o33cO9jZxMcIOCupVEN09Na9GsRIqmsmeLXROagKvkDKWJnUAJkzuEzp9Q0HDhzhsVOPcfKRB3nksUc5cuwI83v3gHo2L11ivHoOOxrzu//r/8G5z/wZpgx4wCE4chZNn2AUDYEBpHpYUSrLcOSAV6HyFZK8zlZsC69uEyVNNeby2T7d+TmWL2+gowLpmhifT4qoMjGia1RWLAlkG+d5+VO/zrt/8Vf40N/5W3zu4jUGL55JPkmhGkUCal0yjRBrepkp1Yldz2zTVKt98O9zsEkrzbtdtKwoy5IOsctjxMX2pO8O7BQanHMYAWNyZk4+SBis4jeWU4RpQKVC1cSSnnqTqgLNM6MTfVyA6eyjf+xxitUx33r2W2AywMY6YD6axN6QH2EKBAg4E1CxDCVHe11Gw23+v3/8m9g54f0//SM8+MNjzj31q4TxMp2sIjdVKiysuFplEsA4ByHgvZ8wqdtVvX3XwcfInBj6qDhn8NvbjFdWWDr5PczMzyDLq2ks/wVg+j2Cic042S/a+mri0O2qMFIb928V91jf25J2d9M+JD3PJIIUCGgI5JmLpXA0HfKgGPX4IkpjzkJ/tsvS0hzHTxzl2PFjnDxxgEcfOcq+QweZn1uAckxx+TKbLz7LN198iVdfeoHT33yRH/vEL/Doe7+HzZdOI2WgZy0EQ8AQUuSgR2LSFs3wp/x2sQmVNn6P22kabduiA5DP9CHLCIPtpCXE3I6QtDMVxRPLpjgtmM0qyo1LnPndf827f+GXePKX/xpP/Z//N/bKVsx/cErHZfjKY4kBBhP/TW2juNUcdJdP9y/U5hmbJR9tMrnffZowIdQ7m7957ym9xy3sZfbkwwxWX8EUW2QOMAEVTxCDRTB1TTZ2HL9mzxRjLD4Irr+PbO4oF85cZ+36OuJyrNoklLWf8uaYSBTiPWPrKCQjLw3GBNZHm/zeb3yKvXtP8MD3/yzV+nnOffUPCBKAkix4rIklqBAjOC8Y61Dv8b7CBr0RB9+i0D+JyakNuXU0VyCIkBnQwYiNixc4/JGc/Qf28cLL5xETM3S9961nTZBHVO5IAtF9B7viSIs5SIt51DfUvGLiiWgcUbUQSvquzaibsNT0gMYvIa02p819ihFFQwyX0hAoxmOMieVxnLX0uhl7Fxc4sH8fxx86wYEjBzj58AkOHD3I/oN76cz1YWuN0YVXuP7iV3jpWy8yOH2GtdNnqK6tENa3cMFjyor+fIft0SbVeIQ1Qkmsvlu1wzm1Zm40TsSmt4QQNY+2/blV+2lSneH1bcWu1ojWt93FBXAOv76Zsubj/UHqToqKiCeIY9tZDIG8qtj89jf4zu//Sx77e7/E9//Cz/HMr/0OxfaIucxSFhUutUnUJAuYhtm/FkHZ/fv7Van3REexyTLUV9xVtlc7l5p6MrWpKP4Wu7YGvA9o5Vk8cJCZQ4e5+MxnybQkd46StCOS6tsG8KYl9rWnkzYhRqlmZHuPQm8vZ77xddbWB9CbwXkIWqFWWuN689MrTUZpbKzJFpRKFZP1OXd6md/+R7/J3/1f/j77fvC/Znu4xsUX/4A5oyxmhhTyEtPvLRZrLRriYkhyotc+kMZ/8RbGK62DnZ5efxtbVgXIRFi5dBFyx/5D+6O0YVOETAip3zBTC6eiU/WSvmvhhmSYuJhT+9P+e82n28EHzW3SJNHG76Yl8YmNcYfxtH6WCD4EQuUJvoRqTCfL6Pf7dLtdFubn2bd/PydOnuTEAw9w+NgBjj58kL17Fsn6fSjHcG2Z0aVLXHjmT7ny7e+wfuZlRufOMFxbpRhskYvSFWXeCr1OzFYyS3MsHd7L1up1NssxpQo5GR0cHoMFeuoRH6iIPTW8maCLUSaRKLWzcYfPg/Za7QJtEt1e6ptBZ34eXMZ4cwvb6Pvx/hjSroCnNEphMkR7dFygP1Nx6YU/If8P+3nop/8Cg6+d5pt/9gxhrPhQ0qlLS/iky7f2qE3kdp9Be7qJEd2uone39tbemwAAIABJREFUEeIuxfbaxjqC90xJB3d6yJHy7zh7k8+qSgggxtLtWPYfP4FiWbt8gYUsOsxLQrMtkjTf9gtuFNSFUFUY6TFz4ChIj3PfOcfa5ia9uXmyQqi0xGc25crxhhOtNYUeBzFsuoxOpfSrAjWwHTzVZmBPbw9fe/Yb/M6v/RP+7t//exz7oZ9lOHie0ZWV2PvGG1wmsUpkiUIvI5QjGBcYgSAlqGDqciLUsTK7KmCvPWjSLaoohkpi6K5VwXhLUEOeKYMrF6Eac+ToQaxJTk+Sf6mOHmgRgLePBtLCEo0NkiZO6FRxFm26zgUfKyo7ManCrMcYg9i4g5X3+FBhbdQUYsMmH/fcRJ9A8AGLib6nUCEWOpmjk0qAzy/MsbA4x7ETRzl67CjHT5xk3+IChw8eiH3Lay61cQ3/6vOsf/Uq1156matnzrB58TLjayuMrq8SipI5a1noOJY6hmx+BtGKYGP4rwvKeLsi7J1l9uARzn/t84TVMT3bpcLEtrbJHIomfGHiY5024dFoJZMvXj/cTL7f7XtF6S3NgC0otpZBPEZzXGo8BNJIpoLHqoMQzVIuh0VnWP7jP+TA8cd47K9+nDOXzqCvXGWGHqORB0wsvNeEaJnXkPbixIMJiHisgowLCB7b69x47T0/U3FtKgvaz5DSI2W0wWuIuTktK+udeD0impLnNDX7MiCp/ZhxBF+SZ56iP4t56CSj5e8QNlYxecZYxwQN0XEe6qZmQhRt4vreYIoTQSsopYvZewiKgiuXr4DpQBA8BtUM41t2mLewVWkUgFKKYpwjs46NsoLeAp/54y9w4sQxfvqX/jInfuhv8OIfbrO9fYYZGeFc6n88xiOzXdQXmORED6ZCvaR+bLE2CpqDVG9y0NMcvDKCSEmnMhifMbYWZwuq68uwucaxoweY6QqjcUFmOpReQFP9G4lx1UbNdz/j2A1UUoJQlGjUpBLMElCJpczFBzIMeSd2vasNgLXGYRBMx4HRKNn5gISAU4MjkLuMvNtjYc8ii4vzHDq8n4MH9rH/6AH2HdzL/r2L7N23RHemR9bpQgiwuUm1sszGC89w7tIFls+c4cr5V+HKRfqXX2WwPqDy0O0KubV0jLDUtzDjYkUEYxnbCuNLHJ4xgRCEWc0xGpDZRXR2Lxtnl1lIjTs2jccQ66mNrbAdtNVtMLnxGk7CxKz3OpJhX8sYdKvr42ehvzgDZkQ5vApSIdrFhTK24E0tE0QtJkBOBcTzpRX0jSEbrfPyU7/Pu//O3+Ndf/EneP7XPslwUFKYHMSQaW3W0TTbWtxtkGUyGknCm1GsBDIFHQyBku7cXLxaQ2sm9wjSkJVUEcNCmMmR0mNLj4Mo7GR3gcXVCl2IpfcLk6oQqBI0A0oUz3BhFjlxBK58nV5VELoGryUGxXoLalEsQaLGOfWKqZI9Uass7Axmz35GW+ssX1sm7y0glVIKGMkxoZq0cX6jq9AkpCq9KuLb0Nn0LCglgDGI9BCxfPKTv8PM4UN8+OMf49gHtjj36X+E86/iooQZyxpIkhYnqJNq7sPu2a1veOd2P4p1jSSRSAyLwRb+2jL79u5hYX6e4dXVVNq6funNK+p/N8NUoQZTEoMGaXphSKi7qsaVybCxPlNVxHwLKxhrMV6xIYbNSlVhHMzN9pmfm+Xg/v0cPnSIxT1LHD16jIMH9zG7b47ZxTnmZ2Zi06RqDMMB2yvLDL/5LGtXrrB59lUGly+xdfkS480Nis01qu0BpiqwKL3MYjJDp+voCuR5ltT/QIxpBcUn1TokbTfOwyRiXwIHjh7BiWXlwiU8ISZcSZaYojSWBklmqQbjdlgfNEmWr4XEr4d5tB89da9G/aA704vBKUWJi5mJTRROfIDsMMFOdCVVJc9zrp47x/kv/hmP/OCHuPSnX+fK8nPMq6MQT2kCWahLDdXS5PTzdzW8pff5MrZNsM7RpH/dy8O14/2BEKP5nI2Czj2EqTpjAlU5BlGGHhYPHmSm32Fz9RpiNNbyMyYxjnpaSfhlGq8mQRyRGYwrTzY/z8zcElfOX2djfT01LEuCguxsjvHG4FZFWlsGupjiYTM2yozf+fXf4OSxPRx78vvwax9j7Uu/iwsaYmglghizizQ2UXDeOqefrL60Bb+UkiwEjCjjjQ1WL13i4Ls/yNLSEhcvrcQw0daSvd2YB+xAOPWIVMn23WrfGkCSydF3HWMBLSusV2wIBF+RdzocPnqYE8eP8sjxY5w4fJBDDxxj76EDLC7N4Wa6UfwdDyg31hlfOMv45et8+9JlVi9eZHT5MsXyNbZXVqi2BthQkoeCYjxCgF43Y0YrMif053LwnjIowRjyTjSV1YhrbZKYk3mAqKBHBpIcxDZ9MzZw7OQDsDXk+tnzTTERoxMFw8AEOdLPKT9jiwDUufO3wuu3hPOqiDXks7PgA35YxJLtbSLUQuRWcHuL3isYoVuOuPK5P+bwQw/znr/0c1z/9nmqc9cxAmMDmbeRgUzZ5poH39SaBVAVMTEs73SmztU9M2DtONyegJgMm+WxMoHeukL4nRyWNpnkcZASc+HxDvY9+ADBj1i7eg5jAlpVmFxSs7KEmxJu6vdWnax4hSFf3A/deS6e/RpbWwPEzaCE5ny/1blMKtlFfJsuLiSN4KEK3d5eri9f4Ld/9R/zS//7f8/BH/g45cqV1A+EGE4Y7d7TiHM7CXV9Hmr2PQluiNZqEYPTQNgeMLi+wgMLC8zNzsbxyOTIvx2Zx04wgA2CF0GNpDDQGBkhIQYdhFLxwdMxwv7FOY4fPch7n3ichx5/mJNPnOLw4f1RQvIBNlZZe/Usr3zjFbbOn6e4eJHV86+yvXKd/toGYXubsiqxFsREU0jfGTCKsYZO1kNnOjEPRALGZKhWbPoiXmMsJpQYE5MJNfiWrDJBXCX2hwFNLh/BaPSPja0hP3CAYnWDwcoqASETS0gSfbLgTSqP1Baq3RZQ7g5xFGuQfg+qAEWJFYNPLXEd7fMwmb+kwWlyGqrCTCasX7vC+c9+lod+4a9y6Ief5JXf+iMWpI60TwVRk/lr51xvPkCokgZinLt9E38r0BCKCIom353D+3KK0N7FARFJrGm0fkSxFkqA3iz9o8cptq4zWL/KXF/wwSdJP5q8VEBjPZAbTKNNXkmasTcZnYX9QIdrF67E1Io8aulgUwj4ZGhv1Ilea1DTiYatJ9SKTjKnEZR8bi/PfO0FjvyzT/GJ//lXOPSRv4QzEidqnaPX7TLaHlAWBT1T8yG5bRR752Mas5hENdUaS24MuVasvPQiD3zccujoUfq9Fwn3Scbp/QISLJk4jLOMNVAQCXkoY4OlXpZzcGmJB08c44n3v5fv/b73cvKBg+RzXRisUb16hitf/izXv/USV8+e5dqFc4TBBqYYocMtnI/28Z6BucxFSapLTNCzxL7gJnX8Cx5TOYwagoTUiCw58l3UMAwQTcc+CSmJaQjU1XlFU1xeYiAeJaigVaAMAbe0wOHHHubaK+fZuLpCJpYSj6rETGwF2xbAb+3euOOgKC7L6MzP4rcG2KLCWktIEmmtNt3seNUMJXKTkhljWH/+G2ydPcP3fPxjXHvmqxRnrjOXdxmXk1q9bwREoCgKqqrCzc7SLjZ+D5duyuQjxDJLeeYYjQvKqkoJqqYpw3TH0tUS1CsS/wuE1BDPmYDLcvz8XuzBg2ycf57cReEoy0zLnzRxC9xAs1vbZkTwVcWgsiwsHgQ3w+VzlxgXY/JenTyYBKz69sZke/vmW697nXoRijEDFaR7gM9+5mn2nzjGT/7Nj+OQ1tKkUL5b5Ze9FWhZ8CaF9FJVVhEl+JKOhb6B9fPnoCo5dvw4AGVZkmVdqrCrNbeZ9j1Sum8JDZ+csi60vIQtaFCtJqz19w23TZKQjxFHJrcg4KuYd7E01+N9734vP/jBD/HEk+/myPGDOGcpL57l+uc/zfXnvsrKC88zOPMyYXOLYMBrRV+UXu7IM4PpRZ+YSYR+bCuCTKJQIMayGx/L/BjAhCFoLEEtQiqfq9hkhopZ6q15tkJlpU6ISr4AWx8QE0MknYkdBLM9i3QOHWTlP/9nqu0xzjiIFh68xMgrk17d5EHeESZycwycvkoxmcP2OmhRIkWFagwrhokJ62bD01boWBUqcpfDeItLn/lDHv2bf4NHf+7H+dqv/g7dKkbLxTa+Mjn8LW3/prNISXDFeEy3379xVtObdqcW9MaB7YCp4Oe7rIFMW2QMJplZY+JuwGtg5uhxOp0Oo2sXcKZMekoqUlZfLYBMSq1PvUM1uhCIxW3JunTm9sF2xWBtgAgEiZF7hkBV48aEVNzWFYla8MQcZbqOXDpU3rLh1/nd3/oD9hw63ui9NDKh3Khe3RTexD62EXQqckBAQ4WzQtcYrl+4CNdXeOjhh+l1u2xvb+HyWJEUbnZ07z/mUcOUeaJeaCZSiUwd9ImIIu0n1F9LLCRXFmOK7SGLB5Z494kHeN97H+cHP/gBTp16N06Eavks1z79e5z+wp9x7Vsv4FeWYWudTijJDXQzg3QMJoXwVkWBesVmJjGvuME2aAqLlcY5XecsaiIqIcYpRpyWhNA1hdQaIVstMadnSs1MDdGpHp+TtGCNTGHpwQeg2+X0c9+IIbtGcJrC0CUtUZ1VJzuffzthByHd+ZI0FlSxmSPrdqlGY7SoYta51YkZ5LXelJydWeYwKD3xrLz4PFe/8mUe/eiPc+aPv8b6V15mr83xApWG6dwtoFnt1nBr+dKIMCpLxsMhM3NzMcmxbT5q11ZqzfmOkvBdeXPL8Xy3j3lrPHX+RF2ksMa1hQcfoaw8g5VLzNgq0TaHNB69Gqc15YGkVt27vEtVcf0ZOnsPMVzdZn1lDescXnwSrnaM6w6sh6Z/RKK+s12VzJpYj2zke1y4tMwn/+knYyLhDTN4vfAWBz6dNK0x2sZ7LBl+a5Ph8jUOHjnCwuICKyubVJVPfSHi7G5Usu9PDaRJoGyynNt/ixA37CYUJSGKmEhki2KMOMO+/fM8/sQpfuyjH+H93/cES3sW8Bcu8MpT/5aLX/kqm899keLKOYpiTG4t/dzhZoTMdGLvcF/hQ4WWUXq3RjBYQpWaJtXahkz8EY32qKZZ/3i06z7Pk14V0HbLKSk7dWre7S9qxtI2RzjrKIclVbAceuQRGA659so5OhhKDfgAjknfGOEu+MlqQqqNUaL1t+mPxjpst4MvSkJRQUeT+WMy3lvj7GRmw6qggzJTCRc+/RkOPPFB3vMX/wJfOf1PMKtbYGJofKRtU7UapgamrVI3YgxVVTEejRoNpM0o6rp18ZcJ47yDtOuGzdOdX+kuF90NkNpiMnm3MSDWsHjgEOOtTcrxACN1aG3M+5jIizFlWlOuUrvyc11JN1qBArbTwy3uZfP8NpurGxhjqKZO0+TfOzVX0UmklseyWW4xb7pkPqcze5BzV1ZwIibVqa8ljUCd4BRFyTolKyW+yG1yRogmbhzVuyAgxlAGxTjobK9w8etPc/wv/CL7jxzgO2cukalQUqHGY9XjAikC6U5bQN8aRARKkrpII7VLLdFr6ntgDFYMQYZR1Q2zeG+AgixXxqMxYj2PPHaQD/7A+/jRD3+YJ06dAisMvvo0X3zqD7n+/Ne59srL6HjEkoE9mcEtdqOjXWM/ibpulaiAdahqcmrXe16PPPVwNjqtIrcO8ASBDTG5cRpqSVvN5ODtyvYDqMSiiBIyakakTihsRZjts/Doo6x8+yLb564R0xsN1jrUK07r48lbre7w2jBFPXfK+qmcdiq/k83M4Pp9wtpZrIvJe8I4RY7V3Z9uQgy1LmhKyja3jExJr2Opli9z7Qtf4PgP/SRn3/d5rn/mS2Qq+BB9QVFSF7yJJjNBMCEl7dbPTWwmjEaE7W16hxfJkOSDmkjIuy3nHRfVapkjvU2cxTiDH5Ypg5rUHXViZrkb8qOpOyBKrGk11oDu209+cJHrl75FJ4ywmQPVpEHX3VyTVq5RC6/L2Bit8AbGKvScI/eBorDk7hiZ2c+1axdYHY3IenNUYdKl3DTBEndo4u01BVxm8MYw0hKjDnGOcSXRBzKxL8YJTwdFWtBWaMtbqp+sDfetGZGkzoQN3RILonRLz+DFZ8m7f5NDx4+g5utxB4yi4jHBYzRlZSZzyn2ofCRob3JLAk2iSV3SBR+jiVQUY0F9LGngOmOc87zryVN89GM/zQ9/5IPsPTIDq1e5/NR/5NX//BSXvv41/OoV5p3yYKaEGRBjsVhCShRqKqnXo7ITCcPY1MiJ+Ptkl7WR6ttBD3E2ry8TdhI7bxola+rSFmdSITIHzSB4CJ6xCWTHD7Lw4CN847f/hNH1dcS42I3POkpfYoPWSxgf2VQnuOFtbxmmzlZr7I2xR0EMBO9x/R6m26HaXsM4jxiPDQGjGQFLkJgEuNvyxaMyIfbOWSrrCT7Q9xWXP/cZlp58kof//I/z6leeo7M1Jtfon4rtTOPaNy1UBYw3CcciKfIojAvY3KR79AR5L6Mc1qGiNXGeTlO7G7J/zdyaNgFOwBlCWSJhkiw7YTJEqflOjKUh/hoLIUoUqg3CoArMHj1Gtthl/M1zZDpGjCM0NFOTNF/TOqbqshmtqMRQiqVnBFd6tHR0+ydBF7l65StsliUmm8FUUCX6GDuG1O22Xo8m+0YnDdOYHgOtvCpeAg7FSsYucXt3kgon+6HIZONlYgZoOmmp4hwMlpdhsMVDD56k38kptyvENrWD01gnxHk3o9a9gF37QzSCfYibnxLKBIMRG4sQaiB4BXFkkuO1ZM9Szve+70l+7KM/wPe+70n2HH4IRoZw/QKf/4f/gNP/9in62yPmOo7Z2VlcVaBaEEJd8VNvIADT4yReVRN2qcnZDkzQls6hk7KYzXUTjtiCaeno9fpfVWJtNI9iveC9sPfRR6A3y+kvfZUxFfOuz3axja3sJClqt/poN0zkrcMNCkj9Y5f3GGvIsoxxinSSzusfTKMlKKh4lIAJBg2G4Bzr68uc/ZOneOgnf44HfvBJXv2TZ+h6A0XAVIqqYoLgiKfDtoht89MY0MBwdY29Dz5CZ7bPeLgV+9BPhdJO33dHoaHYO16e8Kc+9VN/a/16W8d4QyFFbZJdo7BjWDp0BB9KhuvX6UBTjFN29ZNpon2SNMzoaDciBB8oveJNl/7SfjCGa5cvUxQlWo0wttPg+k6n+W0v5FQvZMMDk7iYWiO4PEOs242B7C4N3TZouLJM8HMHdqoq1sHa5csML17g1CMPsm/PApdH15MkHBlIQNJm3j/MA7h5lmeN/KkER4q5iGGwWDIXTTe+Csx0unzfB97Dx37mx3nvk48zs0cI1QpXXvkc/d5BZofrFKefZw9D5vsWIz7yYqOoWIJNHb2TuemG1VFacecJTxpk2WmWiePdWXNsWkh5LazR6YTo9jgg7WOKIZJY/lqNgVLIenMce/J7GZ6/wvlnn8cS+8JYbAxBT2XbG4Jbc7Q7iBA3aFC7iOWK4qwjy3OK0ZjK+yaf6Y2K8UECQsD4DMiogDwLbHzzKxRPPMmpP/8TXHzxO1RXN7HOgi8xQXEp4AFNIc7peSkdIZYFLwNbK6t0ej2y2Vn88sa9NQrfwgZ5w7LtWPvbvuU7KxxL7UCPrQCy/hx7jp1gtH6N8eYKvdbC1Sel8XumM0dLM9baJCWGEAJFEErTp7uwDy1LLpw7hw8e51oz22WSt3veuwbcxWljiLlDwYeJE12Ts0yMmRDAdNPthoYAtQ76zoJixgh+Y4P1s69w9P0f4sD+Ja5cvoZI7dwVghiazFC5A1z4TcKtuiYKFmtdNAv6aCr4/6l77yC7rvvO8/M759z7QudGJkFSTABzlBiUKImiEpUo2Va0VVrveqZm1ls7rq3a2Zraqpkd166nPN7xrGyNx16PHDT22JIVrCyRoqhEMYmkmCMAAkRooHP3C/eesH+ce++7rwFSAoUGsAd4/fq9fu/eE3/59/1JiEWXhMDoSJvLLrmcW9/9Vq687jzSUQjZEouHdnNk7ml63YxXXfA63JGDGL9Is+UIvZxgFFakCGFVOCURIC8MNv/aqLfa04DeytC7tc9I8f9ophifX2rm18i8R/OxGMY7pOIHnDhQOobxjk+x+bzzmXnoabr752moJtZZtGhccMPzvb5845jtWEek1NBMYjDGYPOoFUopmR5vK4iO8RqHxhvP1EiDxYUZ9vzwdi78yCc489WX8cLXfkiapPjMRvIUxWQgMg0npTmmuKYotIP+whI0GpixNo5Ayiks9jfEFCqpsnh1kle3jsIJBDxeKZSPfsN0fJKRjZuYm30CyVcwSSm2ewZ0rjQ/FDS2cp7rQgOJ0XAhgPWGzIySjG2g1+kwMzMTfaNax7N9koZdIxtl1wc2HxG892ijMQGB4HHeYoNHp2ms/Oc9qVIxge9k9bpoSmmU0ahexsFHHuaqN7+Fi3acz8MPPY7otGBsCicGKjvp6cA6jt1KRhKZskKRACDiSbQiuJxGqnjtda/mXe9/L5dcchHpmMXnu1k6sovV1RmQDmnaYWLkDEbGtjD32GN0VmfRkuO1wuuYUJcEXSDTlrVWTqrx4bhb3QkaAlGtFx/t9sHT6Tu27NhJY8M2Xrjvq+Quo6lTUBEYXQ8qTJ8WzXsfq9Op6OZstlugDXmex8MYXrmYo4KgvOBUYeLLOoxqYf6ZJ1jZ+yyvfu/bOXz/46zMLDCWaIItYWEGwRpBVdNd4F4JiUBndgFMwvjmjXieLu74EqrVSWxF9hHO+0GuhJzcXg2U7KLURZLEKEYP6dQmmJxk9bn9NKVPYhJ8jHg42gZcylAFA7EiRHRzj0IwOqHrQI1tpbH9fPY9d4CZmRmMMbEWkuiTdozrRruSJUp1TkNRByXETPQqr7Ge7h1OLskZSJBSiqVo65h96glYXWLnpTtpNb9Fx/rCDKAKZ1YNXO24+UiNzb7EXxn6xNEXl8Huqn1GhphGOT6lFM4G8JCkmqzXpdlucOWVl/K2t7+FG9/0OszEGGHxeVZmHqPTnSFIn9F2QhCDzSZomA3gG/SPLKD6ljREEAtXoOAlHrQn4l6V0VOlFHEa8pBQ2M7KypQqBJQPMXbDOXyjyVmvuZ7OXJdn7n2oZloZNhOe7DLHQzuntGkT11kkQskowCQpKMHnNsaArPEt/KI3Ul7HWiYSI7mUeGxmGdEtmsGy685vc/lH/ikXv+PN3PXnf0eqEpqpqYInA3Ej1LWKILGSoQpCvrgM1tLeMHmMfX+sTtU/cYLn/ZfgDustSpY+wiAgRmhPTSMefGeRhH5lknq5zpUVPMvcqBBiFc8kabDkA43JM2Bkmhf3PcHS0iJatQmise5kCsprLEKhTkekslgZpVQErQuxxnBUUY6+xHp3e2CGGLweTRKOHDjA/N7dXLjjPKamJlk+cIjENAihkq3WrU8VF65sgYMFrAhW+X5p+qmNo27GqqrzmYDtZxidcN3rr+bNt9zI9a+9krGJlCzfx9yuA9jei6SmQzNtkCRTJEmEbMiCIkknwK+ytG8PuutpOEEHoe9LP0KUcDShWmRKk8Xp2MLgOQaPSjS7CWAdI1u3svGinbx476PMPLuPVBoD82rN9Ply6KLr2SrrRNFKySyEmHyZpI1Y8zzLqr8PEGWP0dcajSgReqP2YGL4teQocZgAIop+L6fVTJh/9ikOP/4zdrzrFp7+wU/oPvsi7UaC62XxfBf3q5h07ZwphM6ROcgtk9u2MARftNbqWScO6xX6OAzZcHxfPcFdqQsKIlEJyKMqiTEJY5u2gfPY1QUaOIJ3VQLsy/azvGCIoXIKcM7hQsKG7eeD1zzz+OP0+hmjI6O4gRvlJLXhuw1yu2pMRAoG4iVmSlLUrx6CQKhsd+vrYTjq4AdIBPqLc+x/+kl2vvNyzj33bHbte5EkaRSHQobHedzde3kJqpIuK6ExVDeTGvGqX40hQlZEwqhS+7A0GgnXXHk5b33bTdz4hmsY25his8PMzzzB8tIBksTRSlOabCQxE4hkOD+PiCO4mDEeslUWDh5E+grtIxqNDy7meqjINLwqGUp45dNzMlqNAnsVoXSqap/Os+2yizGbNvH0D/6WTjdD60Z0AJf+jtq+OZnMo1A6S31z4Jwu4Si8i2aJRqGB2LyyHw/aMcjB0ccAAVTQBdHJQGLip3UBLYbUeyacZfeP7mL60uu4+j3v5O4//gy9nkWrEqGXgR2iZkv3IYbzri4skjtLY8N01YlQ7wAMGHc1ASV3O9EayJpzfdQd6tnxa756gnuzVvBSCryPDnRjFGZyCusDeWeZFhBVvjI2aW1vpPazXIoi/0tBt9sjSIvJM8/DdTNe2LWbNG0QfMA5hzKmSiZc/7aGeRzjfQDjXI6ogHFC3lnFpCOERgtnQZxCScBLTgB0UAxT6xO/eQqyCwhBZTTtKouP3Ie59VZec+1l3P3De8kaCd4JupehVYC13fqFW12+eImFKf4cIZlNNLdIiHZMKbE5Y0KT8x7nDVpr8rxLaqCVKFQIpGI5//xzeds7b+HGN17L5LZRyA+xcnA33e4MSJ/REaGRtlHSIM8SxPdJdIY1KZldIaQpenQj+b5DZC/sQ9karpIM0I2dPrr/J1kwP442MFsqHCoVrNXkVhGaY2y/8fXMHpnjsXvup0WMViklnKPqXpy0LksVJhyCKhJi41iyYEkQkgAdAm7UgO/T6K+QWksITZC0SK6M2fsqqMFI1hypaneKxYkUAkpkWyIKlcTypolRhIPPMfPgdznz5rcyecePWbzvEdqi0GLQSpG5PkHyGL2mIpJzg4g5Nr+yxPLcPM0tm3EE8pCRmgbOuyrSbSg+8yRZUwIxV8U4EAc+iejLyguiBkm563Z/ofIlBhQ2aDAKlLDaDCRnbiJbmcHkKzSSlMyHwlVRCpKDcUC0DuRiUOJJ/QpMcjUJAAAgAElEQVS5SsgwNLBk1iHjZ2EmzmXP7jn27l8CPUJQCcFHv1dJ6qTEyVsnHj48B/HeSEkHpVA6FMZ5i5KAkoDrdVFJE9JGhAzxFMYvR3RVK2ICy/r1tg4gh/aMpIHOs0/RPbSXKy6/iM1TE+z2jhzHuARwDqd0jZj8Mn17+Y3oC1asQmkQDITKyBxQYhDdACzGBET6JEq4+PzzePst7+DGm97C6JkbobOH1QM/Y7X7Ij7MkzYViUnQqoWRkQjNngbE9SD0yUOTnAR0gmpN4A4+BrOz6KJPIUTQwmMdpCpj40SjrZ2oVjOFCK4o95mwvJiz6dqdjF95Ofd/4RssHzzMOAmgcLWDeepbRFKIQ3DY4EhEYYqTQktDyEiyLkkJKCmGolo7QBUeDUOydcGkABG81JJ7g4YAWoMvMpJFhBHb5/nb/5GJHVdw5Yffz70v7CedX0Fy6NscZeK+Fe/wJJEQi0epAHlOd3aWkalJTJrgMoeoAnvWe7QMQqUJ6wxlUtypfA4APiDWI0bHSnnBV5U51rUNnRtVoAc4vATydkJjaoTuwb2YkKOkQQj92Ku1ts1a+HYswRDQ3mJDUUvT5mQWRrfuhKmzef6OH3BkvkOSNLCBmB1KKDDoYp88pal8Hca9ZoGj3yfOd0yfUPigMKEIyXLB451DaY3WOkJvF4TxZBOeMmklEEhSw4EDh5h5+DHOvfl9XHzFRey/50FCQUiMLqBW1i7YK2whyJB5amByCCjyWlY1BO+iGUGpWJRLBURbvLc0WykXnn8eN73xBm6+5SYmtk6C7dM5dD+91b1Y20GngfHRLXjnCF6Q0CS4NELLVExbiLW0NFJstIX9e8l6fRpKVX0MtZ1UNyGXiZunC719uRDngGBtwOQgaM646TpQiqe+eictb7DKE1yOlmRIujvVrd4NXcBOuuALH0iMuIthj/Ezwb90zlLdVCwVzP1atSTOXTyakZiEEGikLZLFLi/c8W0u+pVf54y3XM8Ln/8OE84CHl9gX9XDPTwD2JX+kTk2X3QWY2MTdGfnY9gxMW6w6NywC+SXm7ZfuCl0NOPkObqhj2EUWs9W5FAFiAm00fpgPbRGJzDa0F9ZIviA9QGlzEtoRAMzog4OCY5MBCsGDWR5IGOMTWdfDMbw2M8epNfr0Wq16Pf7VXBGZbotBa/1OgTh6N8rcN4C3VSJx4Ri8zki9IIUDKTM0VhH7fDnthA8Ommgu30O3n0v57z9vdzwuuu4/96HWAJscMXmlkIb+OUJZck86tE9UK5VZKixbkXxTytSnaBQWJ+RpBkXXXoxN73xzVz/uuvYduYEhCN0Zh+kt/oC1q2SpE3GxkZJTIvgFSKqKJahi2tbouVais3iyLPA6Ogk9LvM7XoWZ7NBH2MPqV7UmNxLZaGfqvbSzu6ASDQRZjlsOv9czr7h1ey+96e8+OBTSG5Bm+Fs84LZn06tTBQLlAwkBeLZqhIeX+ZQrc3VGcBolG+GwVMZrFH+xcHmxgiHHn6A+WuuYscH3s6Rh5+g+8jzNBualSxGD5Xx/CrEKCxtFD5zdI/MMjo5wej4GN3Z+ei/k3pe2CBhd/2nfeAEUaiiQJolbZs47mN9ZR242gAqpJxyjwqQOWiOThLShN7SbGQgzqO1wle1MmudKWXcIKgCeDRXKQ6DCdDNE9Lp85k86xIWn93FnmeeIk3TWKfFaGAgdMnwj/Vpa3xQJW2NipSvbh3zG5XgHORZrCmhtaYsJ3oqzMzVghVwMhONBnNPPk2253muvOpitk2N0zkyj6QJ3sZkvBO1d0ri5ouQZq3jofch4G3Eg5EQwzG11gTnCc4zMTnBeeedw+tvupHXvOEGNm/fDL1ZOotPsrz0PErPk6QdRo2OJgDl8Y7CMZ4WPNARJKOMC4/3FXCW4DRpcwq3tMzygRdQflCoJhLfOtc4Pa1V8HIaSECLxpMy73uc/5praWzcxgOf/3NCN6OpW+R+uGTSL1LT/GQ3gaEzk6YNQPAlWOUruGCpZdTuQPVWdUNB6RTJcppZh13f/Q6XfvyfcMG738hDe3fT6HnSJCULNmKx+cJ1KGAl+hdWZ+dgpE06NgqEqjBYGVl2KqfaeYfLMxIT/TkUkW4lQ1wvlahaynLahcIfAWZkCiSQr85Hc5qKpp0IczIMrVNbJsR7RCAn4qEp0eShQXPr5cj4WTz5gx8zNztLqzVKlmU0Go2KHp3UVhdgCo5SRY/5aOI0wXsSY/B5RndpCURi5mzBPJQSTmbX6y4QCYK3jrZusDg3x4v33c+5H/kNLr9kB3u+dzdeAtrEpMcTHYFTXq/MHlZSwKAHwbksMlelGBtpcs3VV/LWt97MZVdexvjWcbDzrB65n9XlPfiwhNGeJElJ9USERqcP3uC9QjDRWOcdojKC9BEMhhQP2BAIuSUxEySqTefwc/RnD532yZO/SBswkWKubZTsZNNGzrnlzSw+/Cy77rgPRYoPQlJUHhywztNn/HW3fvCRGdrgaLZaIIK10RntfSw9fMLuW9B1EcidxeOYaiXsf/ZpXrznR7zqzTdy8OEHOfjNhxltKIKLUZaxCBh4I2TeYQQWZ45AmjAyNYHDoYLBeUdq0mHp9yQ2hSLDkueBvNul0dgQtbp+N57NEuBrnQTdyrVY+DCUKIK1SArtiU3Q7+G7S6RKY9I0Cgovca26EilK44KQaoXLFX2Z5oyzrwWbct8997Pc7ZG0RyIttoMyxYMUgfUZ79oODwcRlNMQS28oAeNlcBTzbg8A02jEaIJf4AbDUlDtT2WIQM25XeUI1mz0R7XiKwFItGCdw/kMk3v23nMv5972Qa5/02v5zg9/QrfXJ5gUpdWwil0uenXB4f4NzFPla6pFqZtYQgh47yutTClNnvfROnDOWdu49toreMPrr+fy11yJHmkRVg7RmX+E1aVD5HaVZtugxBBj+Ft4PwLBFclkGtDEkpdEEbB8FCGbARUlGm9j+KoZxb6wB1lZJFFCsCc/7+G42kASiOYm1uyIYkNUfkrRLFnP9htezfjZ53D3v/4T9HIXb1o4H3N260a705GHVoJH4QMxxoCz2NxGuJpCgn2pdtyG2Np58VhyckZMg7HVPi/efRebL7+Iqz78Ae58dC/dw0toHfdNiYVlifAmRoNd7UKeMT4xUTAlhV7Tl3D0ravf16spItiot9FHezLXfBC+X5jzg8NIwCpI2hPgcrTtoZTGVdGBxXfLhakM3iWdUVgfQVUNnkNzfdTW1zD2qms4sPsAP3v0CbxOqnwiKOhS2Z8TMP4Y+DEI3oC6mbR6pzifUpjeKPxAPhZ0y3OM12XtLOivrEIIpK0mq36guhyzz6XJPdRUhtqnqjKltQ6H2rmvmM9LDbAwEyUEnLc0kwazDz/C4fvu4/KbXs9Fn9vBvQ8+DlrhQznWAXrpQOtfu8UDw+aTUHMOFsy0cFiVxMB5j+v3GB9tc8klO7jxxmu58carOWfn2aD75Eu7WN63QL9zCJFDJEnKyMg4STJOnoFzHqUEkT5lulz0bzgG8nTJVRMkRF8AKs69Do4kGQFnmN/1PL6zRBKgYvGnISEFanskhj6X1vNBsalQEySE3AXC5ATnvvVNrO4+yOO3/5gGBusUmcQa6Uc7eU6PVnZFSYTa8MGjldBIU8gtWdanqUpb9std55WYuaIEZFKFzxTd3DE2ktJbmeeZr3+Dqz/x21z64Q/wk0//OS07YFCKGMXnCCRa01tcgn6P6Y2bY0ljFV3oxxrnz3vvRDZB4b3F2xyMOUnid3HvIWE0WgpMUUSqNTaNy3NwPbTS5D5gatl2A9PjkDOBoAzBewwe318l6Am2XHwjjG3j4bvvYGFxBdXeUAWKDFPSEzSuKkADKkpZt7MVdx3qfvFCiuAl6y1mxeekuhERFvs5IOgijFcFAXwVgVZllPjymmudmPWJkqGdVaPPx/r08JsSvx9CIFGGvgRG2g1WFnIe/e4dvPktb+GNN9/EY088T0eKAjg1yOVaxFztpgNOfuz9N+iN9z76N0JAa82OHTu45JKdXHHFeVx57aVs3DIFfoXe8m5WVw7R784iKqfdMig/SpI0UCrFZn0UGjEQiJFV5a1Kh3yh9hAzUnX1EIkMN5obFEmjDd0+K4cP4XOHcyrWGz9dmQcUazDQCEvXZ1X7JYRBZIdSdPp9zrnpWjZddjk/+P3/wsyBQ2yQUQiQS1mEp9z1AqfF2EPFCIUCq8kVtSy0RpcaiM0peEstYq4wDQzwcI5fA6lNQvA5jTQhzxwuZEzoJgcef4o9P7qbc955M3MPP8iuOx+I2quLTvSSOiZKk6+skmcZzalxAnHfKSU456tbrdVAhjTIdWqauIFCbkGVAIQD8XA9772WRkX8J4UoQbXHsC5DXIZOhF5waGKOSAzqGWgg5c+INh3r70jI6S5ljExuZeP5V7K89zD3fPcuTNIgE10AoTKgF9Wl6jTtlY2+DBEPFXGvM5OBJlXCXMXYkGi6EqCzukKqBTN97VUs7NnLct5l89Iq2D5MbaQrLTY6jVGOnoKueFzIEC80KRyDwUcTjICokkjGPem9Gpp9kUHsePkaUUdvSBm86ClDhqLpA02XMdESnn/kfuYff4irb7iK7V8/k6ee34PNHUnSKkxOfZQpNrxvgU9BWdAR4Mw5V2WG53mOUppms0GW9QjOkqYJzZE2GzdOs2PnDi6/8kquvPoqtm/fiDQOQn+e7vw+Vpdmweco7Wk3DMakKCUgLbwv9AopiV2pKxQOeamPuJSm65PlyIOHVMDCKi3GW+Nku3eT79+NssQaIoUad8pp6Mu0KqEqCMbH6pfdJGC1o5UHEq/wjQadTo+wcRvnvev9LD91mPu/fAcW6Ciwhe7RKII/fAXwdapGXpg0iIV9hJjQqXxA5R7QWCzWJJiJcZzNMK6L0QHlwIjDCWivEAk4KVBzX0GrxxGYXFDa47Qjw2PsKqNZxuE7/pGtZ29l58dvY3HvDEf2HCZTimbm8bmn1VSo3NFbXmFlYR79qs14ZTDWEbSKgcmlVh8g1xFvbf1iGEJFG32wMcG0l+OXVlDtEUJ7GpaXUMoikhR5KhTfWcc9IULuXVy3ZAQZFfLuDN72IdUk4kFpcjEgWYy2Chrlo1VB8Ij0cHkPMQkuKJa6E2y54hbUpou5+wu3s3vfLGkyQu6lgpgqZmRtZ07EgIBAph06QMOWmokieI+gITH0gqXhc0ywiHhC3mPHuWdw/Wtfjfnn/+nTPPvTB3joe3eRdZbJrcc1x5hzCRP9wEgq5BgkjSYl5aQQpH2szkUA8cUNB/1Sanh3ee/xlbhcSt4vjaQqBCwR9rzhPMFmNJOE9EiHPbd/h6s++ptc/7preHzPc2jTJMtBxGAaCk833sNr8AlGe4Qim15TMBqL0VEbcTZn68ZNnHXGFnZeciE7d57Pq3aczZnnbkM1FfRX6S48Tn54D8F28M6TKI1pRB9HAIKPdn5lBmOqCXjHaGHNZg8VEwl+EJ/v8DjdQitNd2Yv+fwsSaVWl1Lr6RWqW7ZqBxQaZckwBY8nkAUwPiBOsRzgrNfdyPTOK7jr//oUh/ceYkPSJieQE0jKqKHTYaRD/CuumY8WR8SH+AuC1wpppASXo1wfVUh9WmJVN0gL1cwOXft4O1POswkGbwMhDYiKNe43aM384gy7vv5FLvrQx7joQ7fxvU//FY3lHiqxNFCkXuGDkGd9ugtHSDeOYVoN1GqGK6SdcryhGOu6YiAPPNcEfER8CJAvr0KSolrjBAeShEhDAlSlttdRJQlQAFCC6BTVEOzKKoSIf6XF40SqfBuPpcy6UUEVDCRWpcxsIOuP0Nh4CVuueRvzR1b53h3fIzMNdDBoB+ifHwkrr/D816ssNixFCYWIoKB8ICOQKYdxMO4E3+ti0sCZ553JDW++nje/7SZGJtqYZw4c4Ip3vIPLb72V/Mghki0NRi7YQfuyy9n/7LOwOkeaKEZcQssrxDlsO2obMfnNo0XFwjVFoo0HrGLIQWN0aaqBMn7d/5wkkxQPovBpwGpoIGwOhv13/ZAr330bb3zHa/nq7d9kfjbDNAx5VhxQpQlYPF1CyOl1ciRYtFGIgkaasGHTNFu3bWHHRTs471Wv4vxzz2Prts2MbhgBk4FbIu89x9LMAVZXj2BtnwYN2s0WrXZEvalHppTAivVEn2pZS5NNZVMsiOnQ+AeMNYQCl8yBtdBImpDlLO/dS2+1S9MkZFmonNByFDM6PdpAGY4/cl0khzogKKwWrBXy5T7ZlnF2vuedLP7sSR761h1MmzaJh35wBb5UUX61fuFT2IZvPzAplONVKBKlY+KetRGO3IefH4D1CgjgQBfSA2gPn2FQ4DxNYzjw5KM0v38Hr3rvR7no+V088zdfQSWCt4Az5ErT8T1WZvczfc4VtEdG8atzeIjO4fr+Wue5H44Ylgqmp7O6AkrTaLWw3pLUYHzWXfsomtZFBUGl0CbB1oKNyn6rAiAxWl08SI5XPtZTxyKJIC5haS7lzCuvg+3befQvvsELTzyBHRnF9QLBOsQk0cz7Mv0Z1AZ9pRqs0LQRjqevBVeUYrYlTFO3B9Zz3oXbeNO7b+G6t7yWkek2/Ree5eG//wvM7//nP+eMLRu55NKLufqaqzh3aisXvPVWLrjsOnp797Dv8Yd48YlHmd27jyP7D2Nsh6SzghZIdDwkxgZUCBgCKkTd1vsB0YQCxrq2wCFQwBPXJ2Pws6S6Xjxd8YiHhnUYmzDz5C4e/urXuOqf/HfcdP1r+Lu/+jIjo9Nor9AovLU0W5rRiRbNRpuxySmmpqfYunUrW7dsZtOWTZx59lls2rKJ9tR0LNXmZ2F1jt6RZ+n3FnF+Fec7uNCjkcDkaItUjZPnHudcVfNhbT5DoZOVq0Od5lF/vxq0VJ8rt4EPRV16H3A5mNYI5DmHdz1P3stInGC0wTl7WkdhhSGaEyNXAIwTUi+I1nht6CjHzrfdwujZ53Lnp/8Tsy/sY6MeiVnnqMrYftQxOYVDP5qHVasHxOxtJbHcLtbinKOsN/+y9PcVjKm8nheFLyL7FB7xAeUsba3Z0NDsvfsuxs88l6s+citL+59i/3efZpPWZEBfwPUdnSOH2X7FOM3RETozc3ihyKrXR414vdrAZ0YVLq889JdXQSmSZoOuc7RVCTApg66thwZSXS/6RLExKEYnaeHrGP5cCR0Ut20AyQliI3ClgPUwuxRobb6Uzde+g6Xn9/Pjb3+TVEHHBRKVoJUbMO6XcXTKcAePc1DRH5MrwYSADoFMeTCBVpZjun22nnUG17/zjdz83tcxtmkDK/f/lIf+9FvsvfvHsHAY0zNNnj44y6P7vsvX7vwhl2ye5pqLdrLz4ovY9qoLuODqV3MBGXZ+jqW9L7Lwwh7mnnwENz/P0swM83OzuG4XZS1iLVhLCBaxMfxVqZhpvZbQ+aicDr0XP1suFQg6EpkkFpjqq5TEjGBWM3btfpHLFrq85z2/Cr0xkrRBuzXK+MQYY2NNxiaaTG8cZ2y8RXtiA81Wm7SpC2yiHnQXcO4Qnbnn6PeWIJsF18P7mDiVJIamSoFGDOEVjbWlNBxLqpY1Pgbbq9Qxagv+89a2EM8r3KM4EdE86D0EhU5H8IurrB7YDxYkKCo87sFknaYtHqZQi8qzUtQsccKKCJx7Fpfd9isc+NFP+dk3vss4Kdp7EtWg620Vhx8kDJOw02rcw+vucLEaYbNJbu3AQXmC+xsYmCO8UMDtKVTQBO9IEk2eW8bSWLhs3ze/RmvrJFf89seYP/CHdJ+dxwdIxNOyYBc7NEfamJE2GREwtLI+1ka6nq1mnY1ms+KGneUVUIq01WJVlUEVDMng68viBvdRWhcI2/mABhQ2a6m0BgGJJrhI1xR5LgRpE5JJtt3wTmTqfL7/2T/n2eefR5pTkAeUUeiGwgX7SzCIX2Q0UXf1RtNxOV57tDhSlzOdKl59w2u4+UO3ccaVF9B59sfc9zef4vm77iE9NMtoN2O62cAESTCNBNWMqsu9Dz3Gfff8lKkN02zYtJELL76Ic88/h3O3n8HZZ+7gvJ1Xc9673gtZBt0O3X6P3vwCdmmJ0OuSd1axWQbi0EUUimiFMmbARAIREC1Jhh3tSf0zAREdC8knBp0m6DRFpQ28BzUxiRkd59yJlH/+OzvRLQ1JAJcVBloL9KP62O3heot05lfJjixj7RLeLRLo4KWPBMuIGcMkKVFx0yhJCmgNBUHhLYiK2oIgVZTWURnVUpqujo+6lQBpIYSYO+AtuXUkpoVJRunOPIU9cgQTBKM0/byP6Aqb8xVuoXVuNWWSUIBQIuQqgDeQK1ZSxdW3vQ/d3sD3/8t/oLOwwLi0IXjyYONch6OFDeD0w4cMoJUiKMi9ZSxNScfH6GVHgBD3z4luNarpxVUmDSES2J4r8o5sn1Ft6M3u57mvfYWL//tPcv1vfYIf/D+fIexbZMoJbQX9uUWUNrSmx+njSNEF8y7NsiehlYJ3MTRXSPkrC0sAtEdHmNMRC08RMyxepsLKCekPhQHFWYcWjTYJBI/tZyhdgrkGQuXQL3w4Es1eIUCeK5xrsNhJmb7weiYvvZE9Dz3L9779Q6xp4kTRVgYXAv1a9Ot6eDnr13RYnPF4MuitsmXjBLd96P287ta3QLfDrr/+DE9982+Z37uX8YZmpB3x3TLJMKEAKov1kQ1mbAI/Yuk1R3nm8DJPH7gH852fMNlM2D49yZbNG5g6Zytj01Ns3bKF6Y0bmJzaTntLgkk0SZIUiX2xtgjO4X3A+aJ2dTkAiTXNB9bjgU+hXLBgAy7L8bklyyyZc/R7jiCKld0HofsCO87azviGNkszu+h0DtBqC975GCHmc3zICLKIUv2IlisKFVQsm6tTjB5BK1PEqxWk36sIJlKuYIWUWutnLU/kaOnnlRD1wXc8HvEW73J0Mo0Kmu7evbjVZRomwfZtLDtc1V0+BUykXCpZY5FjuCvlryoUfk4J0dSiDct4Nl12Gee/5Rae/OoPePquBxmniQtVjUwgRnCpmkkjrLn26dTKtCiBAlNO4azDFyVZI3FcDxtLAIlRMkIUbLwIVkklEStvaYpi/vEnef7vv8KFH/4wl37kVp76zBdgpo93MHfoEMHljE9N4iOId6xnEuIanrgc+p8znKJ5BrlCvteDLEdarcJUHItjrTvg6zGvfexdKOKR4IsVEYIXnI+Rg72+BjdCMnI2W697D8gYX/6vf8nuF2YY3bqR3HuS4PHih4Wj494vxckp8q+OsrFVvtj4IyhPajOks8JrrruU933yg5x35YUc+smPeeSvP8fC/T9lSjqcnYK3ntz1QUVB0FTRPEGBeBKd0unnhHaD9tgEYPBZxnx3mSP7Z5AX96Me+BlaKRKjMVpoNBIajZQ0NaRpgkkSFBrnor/AOYezFl9nIAhVYHzR1uK9iEjMQO1ZbD8nDw5nhMz3o3c56/Nbv/5hbvno21jd9QyHZ37G1jMnSZIGmgStDVorRCcESRAUIahYbUl0DK3zBrwi6CrMB9FScP46JSwNVOXKDjbQ0U6s49/N9Q1TajY+y0naLfCK2eeew66s0CaN86RcfYcd9/1+6TboLHVwu6GpKd4IxNRJU+TrqAArKtCZaHHDB96Lnevy/U//LWkOKInwLUVQggoRcqO0wJ8cK/wrbDXJU6EwOvrJfOkDkV/AB3LcbSCui7JFOYR4tpwoLNEBrQNoH6vobcBw6O57OLRxI5e87S1weJXHPvtV0rYjLC/ggmVy85Y43yrClYbSDh/CkMCwbq0moJQEtLeyCv0MMzoy8DWGIuikXhPoRHfkmPLZwK4naz6vsJGeohHRuNwW9GcUceO86pq30zjrar73ua/x8P330pzaSM81EbE45RAsOmjKMsSvSNVeG+pemZBlQNdCEQzgc0y/xztveRMf+GefINloePizf8lTn/8izZlZNmpHQyvA420gNSpCsTiH8TLI3lYIedPQyRWiIwJmyDIaWtMYnyTIKM5niPd4H+h6iw8OZ3Nc3iNI9Gwor9C5qlSkEEBphaofHhHWxhfUs8EBchXwSjAomlqj0SgVA3L1aEqn5/n8t27nqtddy7aLr4JkHtXsMTI+TrANQojqt++nYBOUUSgtIA7r8sJHE+9rdcQRklBUlEMRioNIcQgFV3PlvgTDeIW0XAppoFxYgsf5QDNpgnPM73+RkOU40RijyFwGiWYQyXXyNZDKKRwGnp9qFLV9K8VzZCTQ8Jo573jVTTey8eor+fEf/g0zT+1iTFo4XKyqWArV9Wuepq0cX9lJVZwl0Rp0rEbofEHkyr1TFqU6oSMrDX0FyxYqHRWiQCZe4yUwlSpm7vweemyCiz/yAXqLPZ753LfoLy1hXc7o9FRNH9YFdkLc+ydzp9VdR3m3T55bVKsdexNi/0LwDJCC10G7O4pjhqGHX7uGUpyHEItQQUKWKTorcPbOa2hd9Dqee/xFvvK3X8LmOTLehjxBvMepHBU02lMFnRx3lFWt4FkU4EKNoRR4EKUVxXka/T43v+3N/Nq/+B8IC4f48b/5NM/feTvTwTJqPCZ4vFdkHnSqcBLROYwCI1ICTMSQWZEGwXcR50m1I5gAoahNEeLG9AhoMCapJMxq4iTaJFXpeasoy3AUzZDJqlqq4UlKiSHBqobJ471DS4oPjpGxUZ7Zv5svfvkb/NZvf4KJiYtYWXgUl3qURLDCoD1iQkS/VYWNWAVU4T8o4TGCLxlH2Y+yN74ax/oSsZJiCsoHgoOgRlDpZvIXnsPte5a2adDDonSOEQa1Pn5OOPT69bg4tEEwPtrcXeHcLPerCZB4yIBVE2jnhn5uMOds5/L3fohDD+7iwb//TizAZARsJL6l4Af1xMvTp9X3sgBJqRAKJBLo4ZCJERqTTY7sOYjRGvEpPleIaiLSxxob/SbhxLARKQpNlZ+74ywAACAASURBVL2KjGyg1XuBjs5QSpGKIXerPPu9ryNjCVd/4v3Y1VV++sP7WFqYY2z7NInW6ODpG0gLLcZJ7G9Fk1ifc1HKyhExStFE6C8s05nvkWzYik7GMbYTa8SoUNGHE2/MLZlBvLBWsYwEPgZGeBXwKpoNNY5uUBjdxpCT9/uIGcFaw8pyoLHpEiZe/zHmV6b4+8/8BftmLSqZwGd9tDiCFMl7UpQhfoUjqaplFgKKKuh2CIXLIOvTErC+T1CWm99+Ex/+p5/Ev7iHu//w99h7/91sG0lJgGDBS4ooW/l2NAXAjQejakiLCLH8ZVAE69DaFMJS9GHEj8QkmWJuC4529EAHuEUv3aTi7qWmMly/WyhgDCqEfaK64AOCIXihPTrO7Xd+nze96Q3suOQc8u5BOouztEYSTNom94GgcsSEsrsvMevD/pjBka6NQ6rtxEstbn2zHd/yl9pHrC6Y+QAqJTEt5vbvw60skhJDKoMKGCWUOIynwoJVbwJVJrVl4KeoE9iYja6xKOYTuPaD76O1YRvf/r3fY/bQQSb0OLkvYojqNT8YaOHV/UoTF6dm6GsFobo+GoWnuJZmtBUlts4SKoSiHoggxRGs8qR8DWj0OPsSS5uWOUHD6X0Dklr0VSA3Ph45m9NQmv78LLu/+CVa72tw3f/4SRaNsLqwQHPjBH6kQbJiSYoF7WnwIrRsISQUl1/fSHIpgDgF28voLa3SHB0D0wTbQ8waDWBd0uPjmS9pgpMwREdC+bcQUAa0eHp5AJ3SMAkLSw41cSHnveM3Yeoc7vjTz/PgfQ+i0xHyLCdVgoiLeUJFyebhEPjjG1ENGYdYAKu4jkQt1CQGXJ+st8zr3nA9t33yI7jD+7n7j/8jhx56gG1jKcr3wQuqKN4WxMeSRYV5vShlV8Dh1Ah4jH6KZgmlVEyAClTggmUBqhAGGEAxvDJi+pSP8lAVpuyjHuXEx1uGIeZRTlp1bRncv3QIxu8G0nSEuYUOX//6d/BqgvbkueQ+oe9WENOPvgRXmg0KBsgALHHwCFD2XYryjdVzWXu5uH8oTFrHeFTwVq9ELCtPooD3gjEtwDO3Zw+9fh/vbYztD0C1hJxy+06gKK0rg4ptA9yrgJWoRTZDwooLTL/2Gra/9Y088qVv8Mx376aFBvEktfGH2lpIGH6E2j44Fa2mVB/Vh0DMVAYYGRvDKPCdFfAWpQEVCkkz1JJN6wzzOMUOGZzX+vkbPIq9W2rVwePFkRlLkJxx62gcPMLuf/gHenuf442/+ats3nEOenSUiZExlA+4zAIKqxRWaXKlhwSp9dl+MjBg+OjM73d7dOYWaI+OQsPg8BG8cnhC1qEv4Ri/1ZsiENG1JYDNO8U+MBxZ6JLpDZzzlo+TXvhG7vqHr/Gdf/wijUaKQPQZGzMMWSLUodJeEYMuzXnKF/YlKUJ2cTjjWXKrbDlzI7f9+odpNTQP/Ne/ZM/D9zPZTJE8L0xcniA5QdmqL6HiA5E+qrUUKBCJdQljXoc2L23d5eCGBrZmkFWydfm3NQ95mcdR16bSkQY+oYKRiTSZ3nQmP7rnfn505wMkE+cxMrGN3PexvhMrqhXAC2W2eNnXCkm4fIbKli2UjCJUzKG68UuMaajfr2TRi7m2eY6ShFZrHLodVvbvJ++6WDHSeXQwDKGknmINBEpmLxVRLKVfrwSrQOmEbh/shimu/Y2PszKzwI/+7L+RdixN1YrllGsxFFJsoFBMaqhtEIH1Fnt/sbZWDYEC6iKaXhsjrYio3F1BBYcyEAqRTVXO6MiFBoFEx0eOq+1W03hl6K8l0433a9mYkOuVo68tKnWMNQRZmuOpL/wt+YFdjJy/jcZUm3ajgcHRNA1CgIaNQJ9drfDFWq83HJkKEAowR9vt011YJhkbxScqCiZKDc/bSdoWcb4LoVJUYT40OG9wwdDQmm7P09FncNZNv8745Tfz1B0/5nOf/QIrPcFaT7fbRSk1VO+jGkr5qKSVV9hPynNU/BRPN++gW8L7Pnob2y86l2e/9DmeuPObTGIZV54UH8+igFclCOygM/U6PmpI/gmhqrRXhh3WmUj5pQGJkJf9V//c8Txe6tr1CSl7LSpFdIuF1Zwvfvk7zM95xjZfiKdBr5dFWGpqWk7tIQVXPopzVb9XO2WI8az3JvXBARrTHMctzbNy8EAMYxWPQRC/BhL8FIAKVoJBrQuxS6V2EOcxc46+OPooVnTCBbe9j/aOy/npH/8dK88fQEvCChkiEbK7thlP5pQfX6sf7FL2KIhpjsMX+6e9aQNoRVhexgQL4vFqkEJbJhcO04njHenLncvyvAxa6qDpwISAV46uyclbFtP0hKXDPP2PX+bIffcxfs4mLnzXa1klIN7TlJitnCIkai0S1gnWQcJgPiREJhGDWQL9I3PQbmHGR8lcHlEbaptx/fZJcf2iY7aMKjVpgU4BShK0aRH0CKt9zWI+zpZr38/0Ne9h/8+e48/+/f/N/IpH2ptAhHa7hfeeLMuGxv7L05u1kn1pTfFoPD70uXDHOdx061tZePgBHvnq59lgPCM+Q+c9kvoVqo06WOM6SVT1+wRAlMIYU4XfliVd4xdPq2MMRGnPBmhPTPHE83u4444fQbKJxsjZrC6Dyy2xAuYw8xhqoU4FTsUohpsIeDRi2vRnZ+gcnok1CBSkolBOU9YDD+UpO9l9hMFcSZVGU5PKC5+TjhrIvM3Y+uprueTWd/PiF+/gyS/dwRgpXS04Y/ChFi90GqzBL9pKGQNity1lDL9i8sxtEDxuYSGasnBYcnxwERqbukC0Hrb7o1uuojkjsdBwICHQDxl9urRMgMNHOPDtu0BlvPZffpLX/4uPsSBdum4VJRljSqNdFksoVBuw5KVhSHgul3Hte/X36616LYPZUGEAgyTA6sEZMJr2pg1kzuOsO/Y1ftFW2Y5CZcIvzelr6USd0edZhssdrdEJnA3kecA7jbPCas9wqL+JM177cbbd+AH2P/4C/+8f/DEvzixjmqPYooBRSYvSNB0I6SdsCxTaAjHwwZWm+axHy8Db3n0LuqF49MtfIJ89yLh2tMRBbmPVyqIfqkRdfknjXXW7Qc+jTS7g3JrFOUXRPmtbvRcOh2k2kCQll8DXb/8uL+yZZ2rjFWim6fc6EVql2ID1QlFVKxYu1HfIeo+hPHhHMbRYP9uYJhISuvv3oTurVZSJ8qD8oB7CECE/ia2EFakE8VIDCQU0uQ9YaxGjWM0dZsMkl33wV8iXA3f+8V/jVjtoSSIGUyHlhDJi6PSTU16yVebNaM0g0Qk2xIjGyQ3TuM4KdmWZVAW82AJlWSrieFL2mkgVldMxmq4xqKBp5kLTgg6RuDgcibKYuVn87CFWuke44bd+hdv+7W8zun0aHSyhv4oP+YB5HCVU1iTVIcP+8GdCKP5ee5QJkJX/DNBRmsIVGunykTnwjubEKDFKP5abLsn7cXtkZNC9ISNEKAXmmrWD0swcn21mYxJy0LRbYxjTYHk1sOo3ctZrP8IZb/gIh54+xF/90Z/y5DN7sWYMB+jQH/S3DIOXYavCL7ctBvMXmYfglaAj5+P87dt49Y2vYf6nD3D4gQcYUx7l+4VQUJzlYlkklEykXoBq0NTgdsUbIrFGuvcV3lM112Xm9SlmJPU9q5MIeZ7jaU+Osmf/Pr769e/juxuY3nghzmZY26NMdot9D0MXC9VsFb+fBAJW3zhDyWUSIWUkaQAJh/fsJltZRRdZ+zrEKB5QNaH1FFDcmgYUcZgGh0xCQEsEsu72M4yGi295E6MXXsQ9n/osLz7yFDDKUiGDm1DgONUVkP8fMZFS0otamGC9oz0+xoYzzqAzN0dvcYFUFyWSC71fwsljIIM+ClZFTDkrhoBGeUF7KUrcBpyGrurifY9nb/8ud/7HT3Hle2/mV//dv2Tb1TtZoYsJAaVKqPGar7BuOiulsXCsQIiB4W7IyR+kItrl8mvKcPsYoTd7cAa8Z2R6IjJGqM6PvIKzEAqTa1m2NYTodwtlzkRJG2qzWBbZsr0+IhoJgnewNL8IepyzXvthtr3mncw8+QJ/8enP8Mhju0nb07RHRkiNx+WdAQ2rBYPUhcFfZvtXV5T4u1NSnC1PQwJXXX457bExnr/rLjg8T1vFwhxIKIp0aAJFYbugUEEYNoUOflfDL+Ni6GNoIEf5Dk4lEykiwATBOUsvzxAVMbd0o8HXv3YHj/xsN41tO0lGpsn7GSpEiIGYYxAJF8EjDGAHKmv0SdJAhoITalzRB0CnEBzLM/sJvS4KXRCoukPr1LZyDeKRc3F+a3U/tDb0HWzbsZPzb30/z/3wXh76h2/SosGSUXRMlIqSslCjDA7R6aHr/vwWpNw7MRbHuRyPpz05SbJpks78YWx3JRJcStJYRC3WPBWwzisqpTQZc7ScUmRaYQsvqISIxooEFrN5ut05tjRHeP7v7uCu//13GTtjind/6l9z/cfeQ1CW3HbRIogSnETYFE/ABY8L8XUVBRai2ax8DCIbBxF7ZdRYaULyhVk0agQDLLTO7AK4gBmfxBfpBJUCElfk+KZlKKovks/Yh+KVRFgjCoYfNRMV6xv1e2jTwOqUmcUuLp3iwpt/lU1v+Cj7fraLP/o//k8eefQ5bHMDXa9RWPr9VUyjUQizxf6RYkfUonVOyP4PlaEiCivOM9JscunVV8HCHPsefJCGzdCVAFSsEUUWPbpIrC7o5RpvHVSxoINs4hJhttls0uv1hqTkSlpeQ/BOdqtn6Xs8qBBxrmyT8eZG+r2Mf/jKF+ktQmvyely/hV85jLIrNFSC9iMRzE9yIEeCLuLpTw1ZruqKiJBnGZkaRVrj5DNPY194ijEJWBI6WpMlsb6AhHBKiawM6bIecCTeIV5wIdap7+eCHd3M+R/9bfLOFA98+u9Z6XRQSRMTHE3vSLxHB6qoq3IRTj17/MVaQLCiiqRJSyNkBDyTF51Lc0ub7oFnaes+efAEb2gEIXhHrsEVWmURyrHOHY2HJg05Dd9HhRj540UTREf4eQJNPGMLR3Bzs4yftZ2xDSM8fed9fO1//lcs/vRRbvpX/4xb/8P/wrbzz6LnuvRdD5GI3+SVoBtNvDbYEDC+iKKSWHXRFs+eqIVoH81nyg+Ic4UqLAGvAjk2ClQqQUjo7zlEvn8Jtf1CrG5jvUP0iZk9FRxCTOhzEpmsE0UoZkdbaOQKnAaXw+JhMhnhud4E/e03sP0D/4bmpR/iwW/9lD/4d5/hyb2r6PZUPN9KsWoVmRojVy18UJGJoo56+KMI9nG22vlRRkgJJLkn2MD41DQbzj+H1Rf2kO3ZTdLyOJujCybvVBF5RTkXAXeUTL1GAxm8L5Ud2xgDUJmxjuk7OJWtmt+B2CpBg1NMTk5z9z0/4Wtf/w6N8e2MTZ5N1gtoFQhkBJ8XinHkrpUl4eQpIC/RolaETlHakM8eInRW0Aykg+gv8Az38uT3uLIEFuugo+BGX3u8CoQ+dIPm4nffyvTl13DPZz7Hcw89SqJSunkv1o8pTAQqSKzYVhwqKUWz07QNzXzRzagdxiilHoHpC85BWprs8CE0LpoQQgTyhBjeHM0nhfRbE+JOfIcH1FkFXzxCdV9kYDrSBJI8J19ZQdIGZqTFeAPyF2b49u/+Aff/0Z+x43Wv4YN/9ftc/bF30xpvoFyPER+rSxIcDRGaIUTCVZisvEQIOiRmtCchZk6UDFSKDVVpIpUkXjxLPKu+l7F8cJbW6BRJezQCb4Za/PdxHIVQah+FNpipBj2VRoFALIoMHTIUGZDjlSDSpmXGkY6lu+wIozs5+6pf47L3/A7NLddx52e/wZ/94afZe+AIOh0l99HkBYAyoJJYkrkceWkyO8aj7NkvI06FEMD7ylzaGh2h3WqyODOD9g7T0IV2VUDfFDl9IsOaYT27vd6OAtcMIeBDIEmSmJNQxCifar/HUAsDk1P5iK1ADTUJjdYIX/ryVzhwcIbm9DkENUXfQu5WCXoVxCHBEIIpoofWPzXq57aCeSUmwYhm6cBBsk4fRCHeR2dnIdENe7NODbEt50sFhXGKXiL0E4sWoZN5pi++jCt+5dfYe/td3P/5L6ApwsMLlu1Lv9PQJi2BFE+j/bam1Xy2lS8jQrjEEOsUxfarL4LVeXovvsjAEVvEKZUmk3qyXxVWvh79LbK51yTGltULJQwyqwVBfGBldo6k1WBswwTOwlSjwWjmefoL3+Fb/+u/Zf6ZZ3jb7/wWH/zUv2H6DVcxZ3KU72P6HXy+gtfCshG6OoppbQsjNtbdhpjV3lcxbCJQ5vlQMNTCHxLKpN8Qzc2isLljZs8+xsfGaU9MYkMsXlfpccc4Ci9Fu8rAmuo1kbmaisnGwm5eArkO5Bp6ODohpycwt9hlbPpcrn7Xb5C7CT73J3/Jf/vLv+bI/Dwjo6OIRBh3pQrBMJRIvQMBsCTUx3qURs7jFxBLny6EEHELo5AA7VabkWaTpYUFXAgYbQZnrbAElPsllGsQBkEYskawOzYD8b7SQLz3L6l5nDKmUtfupHTcFklnWiMmoTkyxosHZ/jqV76BD5M0x85heSXDug5axxog+OgsGnDVOM5TleMcFakQIWSUZvnQYexKr3DUDRLtSmn3Fe2tE9rbwnsUBIJhNSnGYAP5pg1c/PHfgI7ih3/yWboLizSSFK00iU4QrWOIeFgDhXP6Kh4Ale26PvUqKJxovGgcjsnNGznzigtYeXEX3QP7Yo2QY4SEFuS6FvGzPsMvFfVj7uuCkUj1yVgTuz+/iGmlpBtGYySPzRlVmmkrLN37GN//336Pe//oPzO1fRMf+/Tv8t7f/Z/YdsMl9NJAB0cW+ogU+dnBY4iEWfA45f8/7t482JLrvu/7/M453Xd7y8ybfcHCwQ4CBAhwAUESXMTFokSJIi3LkRI5sp2K48gVx3KcKqdStlNeKlVeIrtiy3ZkM4otK5IimqbERSJBUtxBkFgHwGCAGWD27e3vbt19zi9/nO6+/d7MgBhgBjPyb+rOXd693ed0n/Nbvr+NzAZyW/pORAllKFvNUBvRWFSOdzF4CpaOncZMb4apGbya2Fq7uiEb9sNGX+MFH6UymoacVigwQRBNCJrixRGMxJpXztPvBFZ7CTseeIA9b38A0+1x/PkD/Nrf+3t85rOfZ6gtbNoG6yIvMoaqta2R0ufasNwbNTvOe0z2xSWuivoaCCEooSpDJSYaBtaSaSAUHl1XbrNxzco1U59eSv/dhqG49SecCAVrLc45siyj3W7HsiYNOOtq+0E2QoSToRjGeY4Rx9TsFr74la9x/91v5b77bmVp7RDjbIFOJ+B9wEpCEKXQYUzQK+vQxGO+sXOrIATvPUnSgnHO6ORJbAEapCyKF0rHWKWhRLoajZWaHqMAFDZCDC7Aaghc/7EPs/097+PRv/GPOP7D/XTSlOCjxpP7glDkJOIax5PG68n/1xoJJWw1UdrKEOsYHZcB199yA53dWzj+x9/AZQOSxJaw4ysc9AqP+ZVOs/7Kl8701TWMFezcFD4B7zUm7mXQsxbNCl78zBd56Vvf4+5Pfow7P/4R3vKxD/L817/DI7/5Gc489jxhOMQDLRKcGIqSXRpVxAcUE8Nay2xyVS3rQZUrIMR1Fq9ctdoDS8dOgVrSLVtYUVPnRF1olhfjVU0+pqUFVmiKkQRTIS9GcdbEEusW1gqlte8WbvvQx9hy950UrR3gEh59+Ks8+s3vYzbfjLcpaBab3tWloLSsRN7oE1Kt8guGQr9Oamo3AsbE1soh+Ji06D1p2bcp+LDeipD1e/FHrc1yB2ulolAVyhIRkiRhMBiss0iuFaqleEPtqCIJjE0pvKI2YWlthS986cvcdc9/y9Y9dzJ/9NussUa33UKsICZKaG0WortS3nSlxqKrDdNc2HEDBVzShsU+4ew8SRBUDaZ0nFOZ+5NDNa7F5R4r651DoqXWVJJE3S030bzvFQmra0M6b72HN3/qk5z50jf44e9+gQTBK0gIFCFGwhmxMXnwWlBGLoHqy9Egoax8qxEtf9O77oW2Yf7FAxg/wrZNI1+tgi6u3XkbayiWVsDn9LbPESxkqgQXSIwjJ6cgZ0u3zdrLZ/jB//FpXnz4G9zw4fdw2098lFvf9y5O/uApDvzRd3jmuz9g/uXj2AK6VGgBdNKEgCHznhBivkd1JaLLZgLfSCMT2mJYPHIa8sDMjl0sNDuMcSEIuiEeL5KGoCHE9enaUUsPBYlTCjx9DQyTFptuvJ473vo2Nr/z/bhtsyy/8EPOLjzDzQ/uotvbTNrdQqYO7xWxlnHhMeX+qPJG6jp+ogS1F8yruDxUX0lEDEbACPig9Pt9hnnOVK8Xr5SuV2yaWQxaHWoiHs5jM64+YSkJjTFoKTWTJMFaS57ndUkTcwFz/GpRxY9pTk5LiMdYlIRWb4YfPP0k3/vuD3jv+95Mp7eHfHAM73JExqgxpXZoNjDNKzDa+i5Ug56cyPvYsdFYG1vWzp9Bl9ewRRWto9gQM9QLEyu+1iGhstEIff1DpVr0tUlNfV3WLTAtnaMJpFlCMdvm9j/zs4QMvvyr/4qFlTP0pE3wUGUTV7bTtcxEX5Fq+IE66cqGGMXkuj12vft+WF1i7dDzdG0BOKqGTE0mdu3NW0EMJjH0V5YZD/ts3r2jDjUJogQCxihGA4PhGtO9hGkMK88d4pGDL/LY73+R2z70Xm790Ad439/8yzwwzDn55H4OfOUbvPSDJ+mfPMt4eRSbpSHYpENRFKgKaVUiJZT9VIgdCWuYU8BiWTxzjmKUMb1zJ7gU1ZymTyHSulXamOEE0vLe11s+MtkhqMaK0s6Qt6fo7r2O69/5AFvf8QBu+xyD5cOcffpr9I89zZDtoB9l0/Y5NLEQ+rSckNEGY6PtpKH2M1U9Vbya8znx5b6P1TWolE4iqrS2tsby4iJz27aTpCnB93G24ktyYddqramefyZXf7H8YSzu5QmE2J62LPaVJMmVmOlrog3oVYPvV2CdoFiwDmcN/ZUFfv8P/oD7772D2e03s3R0gSLPcLYgYFDjUW/Xn+BKjFovIERKCiHUBSyNS1g9O894aQXjwTtTargxqzTqY6/dxfbqhtqoFVZ/fAHdTsD6gBkXnBiMuOln/wx77n0HX/0n/4YXHnmCOdsmBIcJBi9lRYDGYrz2mOirp1qAYEhKi2rXbbey646bOffsY4TFRVzbThSuJjJwLc67XJJeIB+PGK2tsXXbVqYNJBkgiguxnlLHCj5oWZpF6LYTEhEWDp/m2X/7u7zw+19n9s67uPmBd7D3LW/mTX/9r7C21mf58MsceewpXn7sKRZePMbw1DJeczJiKZAUhyM2n6vUIt8AsRJS+gvLLJ06TXfnTtL2FAwXywk0s7krq1kmC5UKnon/29o/EfdTbnNy16a1eS+9629n5+1vZuu9dyBzKf3+SU4/+W3C6SdouT49NyCwGdSzdW6OrrGs5rGfR6y1bOoxNIWHaMBIDJ++cv7Liis0nHWqWGtYXV3l1IsvsvOuN7F7z26WXnwWrC0BBq2VcWhYR8LEgb6Bb52HS1Vx2CLgSkdnlmVoiLVvrnoSIQ2nYC05JqIkSANhLLG/VneKHzy9nz/68jf46U+8h1ZvF6P+cUSHCC3Mxuq2VwTC2mDeKEDl3IrCK4QCZ7sgjv78KbJBn5YqqEcNdWugK816opyTiQVSW3lxaxArHpQNpARrDCuLBd233MZbfvZPc+IHz/C93/siDsgoAEtqHF59Q+z950FeBCMFKVFzveEd9yPbZzj32R/i8iHBBoLEcht6JfDuy0S1Pw0FAzbkZCuLbNq0g3a7g1kdAlp2p1OsV4wT+iHma6R4ksKwK2nhg2dw5CyrR7/ND7/6fZ7cOsPc7fvYee9d7L3rdt71C5/gXX/+T7N8conV/ceYP3CQw0/vZ+H4SRbPnKXfH5KXfcUTIEUwOIRYVj6MRiycOMcNt28lmZpC8mWMKdbBrZXyUyfqmrIulCpeSwZuE8SmtNsdkl6Pzpv2Mnvz7czcfC/p9uvRBAZLh1l78gfkS/tJ/FlmJEfFsuoVDcJ4LWPTpi1MmYTVAnzaK69lWMdHAlG7X9eV9YrdzImiasp8sUIiNNkfjTh88BD3vvdtzN56G8cPP0/kfgExBuMVR7x2XiqIvAwzqAIdGhNzk0senzMN4CIzLVBa3Q7D4RDvPZ1Oh6rU+9WkSgiWekQNJ4j4ugNbGfkHKhQ6Q5Fk/H+f/wIPvOt+dszdSb+/wjifp9sSpJiKBRcJbNSyLxtt0IxUDWLGKGCIPeXzfIAz26CwrJ56ilHeJxHFkDOW6DcwqthSwl8ptG0di1MwWuaqisdqAB97lA8V8jb0TYtiejMP/pk/h3cdHv4/fx1OLNG1bQZGsBjE57Xx9SebmrvFoElKHpZJQyDZvIN9H3oPunyMswe/w9bEYwuF5Oolqb5aqhQyBdqtFq3VJdbOHmLTzXejW7bhF4+gGvBqEJdS+CKmLBHhJi1iuZEgihql07ZMayAwZnT2JGdPn+DEN7/JY+2Uud07uO6u25h+y1vYctfd7H3/3dyT/FlYWeHk0WMsHj/OqYMv8tKLLzF8+SScWWTUH9PPclaB0XDI2QNHuPX+O7Hbd7A0f4gp1boPSwVJQa2Ho4kg7QTb7iGdadz0HFPbr6O78zo23XATU9t3wNYOmJxsdYHls99gcO5F8rXjtHSZaTPEuJw1LO0koe1zksEyg5XjzOy6h+7WNjpYQN1sbMZU1pUCIZSJppgowKDK83i9WR4XuZc1i1ecN+TWMHQhwoFjZf+Tz/LxTJl+/wdYevT7pOMlJBuQOEfHQ9dbci0YJAEvAdcUzBtGXEZh6WQFlaupsjIS53ClFdLr9fBFMcFvGxrVG4rpNs9dNwihtNjiuKNAkdibQYXNW7Zx4tQRvvq1R/izv/hJeA+cYwAAIABJREFUOjM7WVs5R54PUXUgyTr/zuRSXAac/qK+lYlHwPsCETC2DYMhfmVpYk5q/K6K1JEpNWh3BUKwmiiyCmRCGY4Za+pIC7wHFwwhwFIRuPmjH2TrAw/y7X/xrzn4rafYbhKyQNRq4uj/MxAesB6HAnzOlCTkjLjxvrvY+fY3c+KR30HnT8cif8ZSgavXuhCpSH2EqfLVFYwxdObm6MsRRMAHGg5uSkiSGvasa8mJUJQWdmIMNo1rZ5xnnD14lFMHjiKf+zLtzVuZ2bGdHbfexKabrmf2rtvZ9857uPMj74aWQwdjRvNDFs6tsnzmNGv9JZbnl9lx+60wM8Oe97yXhbkOrQZUKGJI2y1skuDSFiZJ8TM7sNNbmZmdpr1pBtNrQzsFo2TDAasr83D42/SXXmJtcR5DRscFOjbDEa2bQl1M5tWY22FNgYyWsZsNc9s3w9GzqMZSQxWkPgl8KS9uHQBzBXyXF7qX5QmqWmeSOA69fJT93/sB9zz4Ljbvu4niie8za1sMfcC3EvrDHCvR2pSgNB3N8XiT++/qSTXN6xq6iE7zdqfDcDAgz/L1o7tq5nhD4DVcCpPOa6xj1okTjBiUFl/64td46MEH2L1zF6PhEcbjJdJUQKaBdN1ZLpuTt4xeKt8QTeyq67EB9RQ+Q7C4VoouLTOeX8JolWQXZf+k9/lEdxG5AqBQ42BBYGyVdqE4jaUOxkAqQjtJ6ffHTO3dwR0//0nOPbWfb3/6M2z2htQYMtWyTMkEIPmTwUJfiZrAcCDPRrHMxtRmbv34+yEZcuq7f0w6GCK9DsGmGM245ufe2C/BewyW4fwiFti0awcrEpmFqoIPsX5DE0amRARKSaky8ddBbLuAKu0kodMyFN7jM0UWVhgsLHNg/3MMNNCa6ZJMdZjevoW5PbuYvuF6OntuoLtpG3tuvJHWbDvmEc1sIrRh74c/wN73vwvSZL0i3EBJFJAwhnyAH6+SjQ8Tzi0T+mcZrZxhPFzCaIbzC9gwYtYYnHXl/o/HCRL5i1UheI8zghMlWz0HbxJ237AX+eEB0HydrljX2dqgPU0isK4ErDmp7OclNi9rFYo3IGmL1eEy33/4W9zz3vdy74c+yqOP/wByT5pY+tmQNFXaQUl8TBTM6+yG8y3pRiD+Og8fVdniEALdbpfRcEi/v8b09DQhnN9T442NqKlWrEzebVDE60qhIlhnyLIxM7PbOHryHF/64tf5pb/wMTrTO1lemKfbKTBG6jW3MVLm9Vsg1XjLnaVC7PIllPEt5EWOJcUmKdlgQLa8WrvhgolTlbKscjXhWst57SO7yHhZdzHr8hJEh3GMKnEMx4KfmuGeT32SVm+Wz/3aPyKbHzBlEkbeg0kwIUa45WU56TdK87qiVEGo6umJMgg52+++lZs/+DYGz36f/OXnmWnF0jOGsuZaMz7yGiYhMkgrwmhpFRA62zZTGEg0Os6tBtROOgFWa7IJBgSgaLgVjSrOWKRQNOSkxOKLBQXOGFrO0sXhB2N0MGRwZp61J56n8DHDP2m1aU33YEuPPHHsvOcOHvgffhHTLpg/9B1aaX8CZRMZn/cFRV4QfEHLr2CLNfJiRFEMCMUA1RFJCh0HIkoiLRLXASvkPqMoPGINKiFa3ghWHblX0sRibE42WICWYev2bRgC6gu8deX6KIXDBXiHrP/vslLVGZRSiCce0iBkGArncGmHH373MV78yre46X0/xtlvfo0TX/8qW5IeXkexbpkBV3Yl3Bhu3GQPPyK5I0pgIeaEVJ2zqoZTMBEc11pYYlXfRtDSrIx9i13a45vfe4wPf/Rd7Ln+epbmD8WILAqMbSGieL++G+NlGlANRcW0Wl/eGQNlaKR6A602q2fPka/0EV+GMZpYp8ZG/yZX3ANVmqmVzhFrHMWxmCC0MBifsFwom+69m10f+hBP/NYXePbLjzBjDJm15CbCbS4IYxuFoPU0Ah7+ZFI1elVwIpgA86njlo8+SGtHl5e+8C06oxVcz1AExfmAmsYmvJanXypdTmLl52x5jWwwpHf9HkjAj6LwT4xDCQ0ou/x9Y35KGYxDBXkR8S+vmBCwYsCAsQoECPE7qSsLDKqiVnG50FKBIme8tMDq6jy5KvP9RYYffzfTd+xjfPQpVA9gXRojq4wBGyMXkzKM1ohHBRyCNQItQ5Be/G5ZlyyQkAUh+NhtEGNiZrwEjHhEBUtCMI5CPc54stECjJbZtnsH7ZZj4DPENnvGXw1qLrQ4hqrenHoQabG4usrnf/9L/PK77ufmT32SkwefZ3RqgamkzUiHBKLl0ZzFhZbueaVMLjaUTreDc47BYFgvnGuuwGKDai+BKho8AuQ+kHTbHD99kj/8yjcRt51NMzfQX/PkedWXeCIQ1x+v6rcGrxXN1+r4lPm1AmhsDhGraluwlmxxEYax4GOQsuES1HWXrjiVJncFDSZ+Es1hgmALS4YlzG3mjk9+ktHigMd+47O0PSiOATCI4iZ2oxfKUhXXPk144aQrXfNfczcZEdZQdtx9M/d98kOsPvsoS09+j24q5KUQtiHn6jGS10ZGDBZBRhnZygq9HVuxnRbBR5+WM+ZHTkmoKuxqo76VYpBoiZTYswSQoGU1YzC54vJAWijtgljFNjH0nZInFpKUaZvSHozJTi3g2lto92ZwLpCmQqttaLUNzgYSp6SpkLYMLjXY1GASi3UOY1Os6SDahqKL+g4jExglGVni8S0IiaBGULGIxiZcCYIzCRoUZwqKwTnCYIEte3YyPd1D/XjddZismauxBmIJFZGAisaCpQWEwtDbtI3vP/08f/B7n2fzgw/xlv/iFziXFeTekIpDiRZkUcGUG6jaDz9SgEQ/oKXb6ZKmKf1Bf12Z96p3+sbw3qsd6iuNV9VFNFYgCZiO43vf+yEnDy/S3XYHJkxT5NHk3ZiZGS2GydGq0NZLFSITeLbS2KIFotjox1CPcSmoMF5axGRF7CAmUkZuTEpeX+m12Kx5I5SmLKUDXQV1KWfUc9tPfYy52+/mK//yNzn5wktM00VxeGPWWUkuKDZoQyu71hlq7S08X0ESqXOqshAoHDz0C5+gs32a49/4Q1g5i1hi9YCox/EKURTXJqnixJAUMDq3QG/zNK3p6TgLA8FfxAaW9S+txsALq1onvqoovmQ+XoTc2NJiLR/WUhhLIZZcLIWY2FFPFI8QgqB5gR8OWDx1GkybZNM2gkkINiXHkaslF0eOja+xjIxhZKI/LzOBXDxeMlQyxIwRGaJ2gLdDghkTpIhWFhqVPE0QTWI9urL1gxGPHy+zvDLP1p1b2bF9C+rz9Zq6Viu+5I/lo+aPV4BPVgVXReM9gLKRmUJXUnrpFH2v9CXh9z//ZQ5890lu/NjPcNsnf4YTRcbIC04jgqAIVf+kCc+b1HB7BQFSbSBD8J4QAu1WC2cs2Xi8DuLZKDiuiaZTFZWaYFTwFUk87amEY6fP8J1vPQ7JdjrdXfhCKQq/LvoqPus6LWpdfsQlDqMChWJ5gxDlUoVtSMCU5WJWl5bRcRGzcY3gNdQQunlDmFADk9C4dEKsZocxluWQY/btYd/H/xSHv/4I+z/zdbp0yDEUCgmOjklr3DQJQsvLBBO+hmGs2GdF6vuupTCpK5KWsa4iwkg9tz74AHd+/MdZfvoxlg48SZoW5Aasd9igeFv86JNeY6SVv8Iri/MLdLbO0ZqK+Q1iBUK4MHyvEzefUXA+Kh82VJV1KQWw1NWLq4ZNXgxZ2eRq6AyDxNBPLN5AGnLSEOKzZsw6cLkyf+xF8GNsr41zYAxlcErZdE2qht6hvH+NBkmlUAomUBiPNwEbHIlPcSHB+QTrHSY4jDpiuoBh4vkBQyx5Mlo8QzLdY/vunUhoBBoJJUqjk5L95aPmj1cMwYkcp0IOMhO5YOotmoF0evg0ZX6xz7//F/+Osyfneesv/zfs/dBDLI1zXDAk3mC8RUJS876q/UA19vMEiDSepYy0KEIgKwqMc3R6XXyZNR3XQ0PXb8Ba15RPpKq/b0DEohi8Cl/9+jdZOLrAzK7bEQwaxuADtkwOgzFBBS8GL7G5ShV1cskWSP0qlNCIqzz9UdIXgrEdyEfkywtlvCS1M65yPnu44jh6ZSPEBa8UNmBc1P6G3tBPO7z9538O49p899O/S1hcQcUwpMAaiy2UxFelKCZwRpUIco2sigtS3R9CBS82apviyW2OF48xglhL7jNmN83ynl/6ecRkvPS1L5KOVrHG4MtGrEjAm4k2eA3LzXUUJJCZgGHMcP4YdBLspllCpUwoF1z9tVDRyXtp3O8qz0QbOoTVqrEUJCHCpWn5aHnFqa8PoqU/QhIhURifOE22fJakM0MhKZgcS8ASyxQhHjUZmJwkBNoFtAol9UrilSTEft/RQhKcT3BFOhEe6hC19aRUYlOs2Gwp+lS7qScsHwUdsWX3LpwRbMixoQANVIUa65L91V5+o5Ts+prH8Wc+Z5CNyLxHTEqr1ePQcy/xG//q0yxngff+j3+dfR/4CGt5AiHFqYtwpsTmfYUEgiXKUw2TlraVkd1sYCjE/ho4g9rYzKg11SNNU4bDIUVRYK3FlCUB4AIm/9WiJmqgkRFIECSk+KJFq9vj0PHDPPH0s9DagdgEDYPYETgIlgFInyCGgpTc5QT8a2R+DeC8FERBpzAhvscHNBNMMg3DNXTpTOwhUOZ9tEKschsE8itZAaGixiQ9kDloOYeVlPkxbLn3bdzw4Ad59j9+nePffYo2sRSCExP7HQQPoSi7mQm5aO3HaV6Na5mi3mpj3L8tKGxBITmqHq8FQzLu+8kPsOfDD3D20a/Sf/5RpiXHBoeQUjgIzmNkopVfIzvjwtRgAt56Vhjj3JBwcj8UfaavvzHCIIWSG4OaqiDo5BBKA6pl0uc+lIpQpXhNQMxAFLeNh65/GFVUTdkfz5CLMO8VNQnZy8sMjr5Me8stLPttjILHkOLKkMWClNwImVEKU3Xbo2yFUMLaZRtbo7HTJyZDJUdNjkqBikfxkYEKjGxAGGOxYHu0dQDLz8N4gev37aPXSnBFnySMMSEiGrHHeMkf17XRvjJrYgKyC95YgsQ6bcF48sRj2oINgRSLD4LrTvGdR57kX/7qp+nLFu77a3+HnR/5GU55y0jLgrMayINS9uyLBXa19IGs47XVvS617RiFMCkNYIyJCYXeM86yawOmuhCV0FXlw5jINQGxiHHkIfCVrzxMyIXepj3keUBMgYYxGgyCK29wKJWg13i7peIi1BtpvZcmOi5FDIwzQp6tO9e6+nDSONxlZEqTBMqGelkyAwOEAiQYwtw0d3/qp8iPL/Dtf/s75FlBkrQnP2mY6lJCQXHAjTFfy5y0hLBic9ExYxcZUTtv0fYOF3LED9l10z7u+K8+BUsnOfCV3ycNQ2LqXGmpEmHPNyTo4bKTIqbMMRoPob/G7JYt2Fb1t6r8Oo31TB2xui56tfpMqnsvDZ4SLZoa4qleNx7lN0p3bYRQYnlyx2BhlbWTp7Fpj87UHD5EQEUrM0eqPTtJ5IvjKKGkBixjyvPVzdrKhzRNKKqtUcFY8fd+vIbPVti2Zxe96Wl88BvWeKWOT6yyK6lORN4t9XykrGMlZZUAquuvESEYtxxJu8ujD3+ff/N3f5VRMNzzV/97bv2Fn+WIBOYzT2JbJEFwhdANlk6p1NYQVlMaRk1isuNr548IQWNp99nZWYaDAf1+/xXDXa+WgIm+o2oOE+jJK7gk5ltMb9rM/mee49lnDtDZdCPWTTEcrxDIIu7nO2Xxs/x84XEp02os6Avb/rEKshFBx2OycbZ+0TZPXd6KemqXMIxXoibsKDIpZCcIqSSEQlge59zw0ANsvecuHvt/PsPCgZdwNmU1H9f+HaSxlrTyHzSEx0T9vDapXvZKMBlBAqIJSWjREkNLhFY75f1/6b9m89238uLnfov89Eu0TYFLFBJKS1UwQeomYMC1Pe9mEh6U/XGEYjgiW15l855d2G4b0BiFVVKtp1XPG7RRaTxXr7WMyKrbuWrJ0KvXjefJQeM7q1WZQiUbjzn94ssgCdOzu/A+jW5vrVZjKM+9ocpsNRaZ7KXqnOu6IVZSrzGv6jhxTwawQggZ/cUTbN09x+4b9pbw/sUFxBVfBvWtlMk1F+p5xSCAySiGRcCro5NO8d3vPc4//Qf/kFMra9z9V/4KD/7lX6Y/t53lfkHHdkgKR9YvyFQZJEwgrGq6tZSUCUM4r1uaCGmakqYpo9GILMswppL+6y/P1YK05EKvVRAx5IXHq5C0ugyLwNce/iYwTWt6J2v9FQI5SgqhVeo/BVI1dL7QCV7NYH7E9ysYMOQ5vlgvsDb+VCrL4zJbIOd1bquM4ZGwNiiQndu46xM/yblnXuCHn/1DNtEmqCKuqmTc1M8aA600UXhV1+JaIAUKo6Te0/axiKRFGKDc83M/zi0/82PM7/8h5x7/NttsThoK8lwxzpTWB0jZ5/1PwoSbfB+NTbLEGIpxxnBtQLJ1C9pOCMTw5XW0gXmsu88XeEjJYOrl0VwmJZOWejBRmamUD6tCKDyFL2gnCf1jp2AEZno36qMlHFSIkUM+2i5aFYdvSIGLnHsyvuqhk/loJdKq2roK1mCTwGDhZdJpYfv1e2IOySvQFV8NtTuB2hQ8754otVaXBkPwwiBpIVu28s3Hn+Uf/u1/zP6vP8FtP/8X+Mj/+rdJ7ryDo+OckaR0ujN4jdFyPzKMtzGqOvqoYjS9Xo/p6WnyPK+TDGHCDK82vKXrXk3eeY3NVQo1BJPy2FPPcvrEMr2ZvSAtCp8DUsZ+E3HL0o8yUUEu4zjLECtrLePxmDzPryrPWRdVF5Qig0ISrvvgQ3Suu4Fv/V+/zeKJsxiXlt3mKgHyJ0Q6vCqSaHlgsDqm0xJWNWPr2+/mbX/1z5OvHeflz/4HeuMlepLj1KMa8EWIBQaVcs3YH3mma4HW3TWNvWeMMWjhWTpxivbsDG62B1L16jgP17ky4yqPXSUlmgDqo7LjMIxPnGN8bpV2dzciU2jp5Ectgo9tEIKZJHGWFsmlUo3WlRBnNExikqh1gWL5GIzmueH2W7DOlqXi4y+vRcg2XoroK2lhcC4hSyyrCp32Zk4ePMO//t9/jYd/47NsueedvP/v/h2u+9RPc7rTZX4ErdBjJu9cigChtle1jMCy1tJutxER1tbWKIoC51zZIObqh/JeyApRQKxDTUIQR2tqhpPnFnj6qWeR1lZa7R2MxgVRewlIGaFhdJL89JoY5StdhhJik7JtcHgNYcKvZSwRK9aLhqLHe2jIgqG9Zw+3/8SPc/zR/Rz+/Lfp0mLNF0gAU1QQJ426V1dgwA04o/nQxrNe5H39iV7om+XFKJlLFTU1LR0UIZec4XiFqT1b+eCv/AU6W9sc+uLvwMtPMWVy0FiWxojESsVlZI8Sy5lsnMv5o1w/w6tNopFRRwVWyM8u0Oq2SWana439auzrSoC40ksfxjmjk+fon16iNbMbZzdRBI8VS6wBHS2GaIFMAuBfezRcZXdUpooSrGBsQIdn0PEie/bdSKfbY5yNJ5Go16IEaVBBQDXgguBygyscqZ1iaaXgN3/9t/kP/+z/Zpkub/9rf4N3/42/jt51J6cKyEfmUgTIxEtSJQ9CXGBJkuCco9/v0+/36/a3P6qhfX3kN3AxKkRntXUUCt3eDGujjO997zuEvtDr3UieG1RHiBRQmcAboIhLKvq+Dh94pe9NQp+v9BWJQ9oA7FbUTJwUIbOOXQ+9G7dpju//u8/iV/skJonROMQCc0h1Rd7gzbLBIBQ2vq/+lX+9EOxXf3nyK6OCzXI0eAYoKyl84Jf/S3Z/+O0c+cP/yKlv/iFdu1rmETh8CXladdG5qIpKwJvm2WTDOHXyaYUdXRMipAy7ViURS7a4BImls2NrTCQMG8uYXLkxTwx+AY29KpxI7DWee4ZnF1k6fBTaW0m6W/BFgbMuWiAaYgKjTjLn5XUON963Eq5HUSMYp5AtUQzOsm3vLnbv2UM2zjYoZnqBV1ePmj7UwgYQT6sIdAtilaV2G+1OE5Ien/vMl/jHv/L3efyPn2DvR3+SP/V3/xbX/dwnODc3++oFSJMHhhDQMHG4ttttZmdnabVajEYjRqPROhirmR+yMVfkjc8XiaHJKsI4y8kLT3dqigMvPMPxI6fpTF+HMS3yMERMUc/cqF3nCNZLYJSTwo5clL82WPbrmdyrHk+VV1J3GmuKxPK+GCPkeU5n9w5u+YkPc+g7j/HsH32bDikaIpP1Jb4qV5SRVJZsFZHTeFQXtU70mzhA43sm60zLca77ThV9E38bPY5VmYacXrB40+Idv/Tz3PpLn2L1m1/k9Bd+jznTx7Q8YyPkklBIi6BtbEiwJWQSQ1hLT5JWsPOFHbVSWkevBV65rFRBReVbawyDlTVyETbt2UkIzUx0Lf+/wmPWag9Rh42qKqlzmEI59txByC3t6TmCFmXuUXS1ywWu6esZrakgLABRcl9gbcDImJVzJ5naNMMtt96CtRbrLKFsVb1e+byWSMtQ5hhGbTRgxDAqlIEqQ2uw05s5enSRf/a//VP+7d//Z5wdB+7/X/4n3vP3/uaPKqZ4YQpC2ZYxPosxGCNMb5rFDYasra4SvKfVbmOtrQsv1kNuCJXm+ytFlZ5XlUyLUjBqNFnh6famWVpc5MBzR7julptotTczGr9Eu9VGaAMJQXVdINWljLYK26v8VhGP9XU4YajCB8u+7OsLgVx+piylAK0y7GOcfsCG2DuFxMaQ3cyTBcvtH/gQbmorT/zev6ZYy2LP5zJUtcpzmJj2V4BqbbfaupMz1VaPxJDEiZip/i61I7FybqoogYJCYomKxENLY4Knl4gHE8bkKH0NvO0TH+PHfuUv0T/0LC//7v/LluEaruPo41H1JcMtA001YMjRMvo/1EJuMp7JHW0ylSp2/wrDlxeham1SCr1ChEKEBI8MzsF4kZlt2wjGoKaRx1DDlldmzBXvN2VgU3WPkeijSYDlF48SFlawm/biT24iK4Y4iYmCeZn7UVmhGy3VSyPBi6stRsGC99hUsS4wPncIxgvsvfV22ukX8OQE24l+GDxorGs3sT6vnihprjxTKjJBhGBifoxgMMZSiEetxU1NoUXOV//wW+zfv5+f/LmP854PPHiJPpCSbOLA2ljzH6XQgEfxGmj3Osxs3sRoPGY4HEaHMKwTEE3BcaWodlUoqFhUYvkCo4EEjwsF7TT2TA9qyX2PJx4/gB8HerM7yIsxua6AFIDgqayR1zeqmBtQMYso94MJqARQW//tjTJ0o6YcGVcSAkaUYC2oYzgIuC272fv+j3L0O8/z4tcep0sLtYbMeIIJWA0b4LzLP+7aMCgFHVWCV/kc6kcsGhesUFghN4ZcIBfwxsSHGDwQbEGwOaFM2DQEEhGssXhR1CpLIef6D9zH+3/lFyHM8/xn/j1h4SRtC3mh+GDLWk8BowWUCWjBBJCYaOWqsh+1WKhESCA2Oo1+tqvuBKm3p+KNUthYTK+lGenwFGHtOFNbtyCtNpqESgu5YkOuooqrJMSkPElRvjfGUGiAwiMvn2R07BRu6z68203mMxwjEu8IEuehr0NBnSTmGTxJ6VcRxLdJ1JKYAnEj7OphmD/IvttuZ7bnKEbL4FLEGJKQYQgEMXXYsPB6/DGvj7ShMQRNCZLixeKNRKFhoh+4ClrIjCVLWxStLsdOrvDrv/ob/PO/889fvQBZV55Eq0Sf9ZAURHgrTRPm5uYIIbCyslIXXzTGYIzBOYe19rxjr0tme50kNOCzRh0jkQlsESMqIrVaHQ4cfIHjx47TmtpM0pqmyJWgnpi1qpdHYdjobjjvoG/EimrgsZWGp5PaRHnm8QH6Rtj74DtwW7bzw89+kfHSGm2T4OplIyULvLxMpLkOqsTGSohUZfkLsXFRW0tuDUUsZ4xRsOIwtgVqY2vqImCLQOqhE4SeOmZ9h+2FY4fPmTIBNY6CnEQG4FdZycfsfvud/MT//N8xtaPF/t/+NZYOPkKrFxgmOXkCagyFtCgkoTCG3EaNNwouRyYJnjYa2mhoISHF+gTnLak3sVxHobhQ6zrXBLxRqS9GBSPg84zB2irtTZuw7RZBwwRLgss/6KalXxmQOnndODPGGIbLiywdOUKrswnTnoWya6IXQ8BFWKa0MF/LYJr3RsqwXilxWyMG70NsNy0ev3SKnbu3cOO+68mzMRTFBgttA459lRQGqRMp44Wtc3HqJMsS/qv8XCoEFUIwONvBmDaPPPL4JfhAmg5xqCN46tVWnawcXKfTYdOmTbTbbfr9fl365EL91DdCWk1r5bULk3K8aI0b1bq9NECO8vg2bXH8zBmefvwJaE2TtreQZTHcVwm126xe2hsdz6+ZNh7njfCBSO0DCaaKMhOCMYw1boZgE1q7tnHdRz7Iucf3c/CPv0PbOggFxmsMUyVaL5e7P8kFfWfVH4PBBIdVS1UcT9RggiEJhlQNvaJgJhsx48dMa0aPMRL6FGGNtbDKol9loRiwUmQM/IiVos+ZsMY5zVgrcla8Z+ubbuRjf+uvMfPmnRz43Kc58vjX6CRjcIGQOBJr6YiCHaJ2SLAjvM3InWfsAkNnGDrHyFmCxHISXkzUQKmEXQRW3pgCma+eKqVCNJZfDyGwem6B3uZNTG3ZTO7XA0G1bXW5EIUNBm2d7HeBwxsR8tGIU8/sB1LaszuxmiAStWYvSWzNqoEJjH2Jg6lMhZKPaCMm2Fgl+IAxFsXTXzhCMgt333MXzlisFiUkLfV9n4hHrqLGoHXeaFOhrronClVyZ5m6gQNNEBKCWlQTxHZevQ/kVdW6Kje994FxPsYYw/T0NO12m+FwyGg0IkmS2hqJP2lEHl1ghbz2wozrF3f10YWOogDWgbE8/vRzfMw/hE22MlxZQlsKpgBxjWPIixZhAAAgAElEQVTC5aojcr7W+UZaILHMs9UIoxQiiHNoMAzynL3vfA+9W2/i0V//NYaLC8zSKhtaTTZh1a/kco76lULAvSnrCmnAKThVLIoRKR2cBQPNyIjd0kwimOkeva1bSGfaTG2Zoj09TWtmO6kJuDAgiCEjJRsXFHmG98oDP/MJdr7tzbz0jc9w8JlHmZubwgz79EP0+xgyLEW0eACwqE9RTcpSJnksFa7RUqn9YAaChshSaqRSLrAOrh5VV92WpqWIMFpYwrbbdLfPcXb/IdIEkPV79vK1gG48NdbWutVQYVxAS+DMoRfJ+hnd2V0MpQuskpvoHjaaIQQCzYTXVztGqflaJUSqoJPYCE4ockHEguSsrR1jxp/h+ttuoNttMyYg6mP1K6lQo6otnF42PnLpdAF+fgHDqEYqq2TMMjNfxeA1vDYn+itRZXYCtaBot9skSUK/32cwGOCco9PpYK0lhFAKHb+uKGN9vCvoYI9jLa0qa9HU8tzBFzh3YomtW/awdu54mdviMcbhmytYLtOWVyi8x4Q4jqTTJnGX/bZcgKIWFDTmLKDRklAVxkXAd3pc/9BDrBw5wRNf+WOmaZHERhdRgGhlxZTBFE1F7QqNWFUpTEBdSqIWKQpUPTnVs6fX67Jt361setMNbL91HztuuZHZ63bQ27MN2zGYThL7Z0sHsDAagfeQdEA7IK0oEToBitNsvfstPLhnM3a4yujsAqOzi+jKIuOVY4z78/i1HO8VQgZFjvEZiUIiID4QVPGJRwxoELwXQixri4jFGFda8K9c/uKNo2jxGaQsKgoIjOYXwRiSndsQ21DMNqAFb2REZYWGWIH+0aOMj56gt3c3a3aWUbFCbgsE28icL4XOJVlK1cKGiQvf1e9DCLEWXEgILqDZGYrTz3H9vuvYtWsnR44sYtIpCmn00yF2Oqxyp65F2hgUU1VXiPpOhK7FppdbgEzQQmMmVoWqYq2l2+0CkGUZa2trdLtdut0u43Hs4rWxw+GVzg9pakweIel0WVyZ55lnXuKhD9+Hc9N4Pw8UoDG2fD0I2+Ca6w586ZpF7JwYsC7BWhcjhi7y+wpSvRy4uZSFIuOBwYqlMEJ3341svu0Ovv7p32LlzDk208OXIYyxM208s6A1vHAx665hsDfO29ByGk6OC122JmPqqiUUBRkZRVAyKWhtbrNt3z7e9Pa3cNsD97PtzbeRzG0G58j7a4zOnWX54FOElVUGSwuM+2vkxYB+f0AYZrRFKWyL7g138KYP/zjdvTOsPPs1dPgy6YylO9ND52bovGkfiU4hw4LgR+T5gOzsAoPFM/Tnj6CrpxjPn2C4vMR4lGNyG7F3LXBxdoQQYRdbMulKFy02zJcm02terfMuUPx84tNurIqL3JQ6WfIid6xSsK2WUZYIeX+ALwpac7MYFwf9Ru7VC1ml8fyKNZAvL7N26EWm992NtncwHpwCKXBlAnDAXPKeXEf1LdDJnhNFtUA0RXAYOyZk8/Tnn2f2rrdwy603c/i5r+KSTgzkqQ6kDQf6tWR6rqONuEh01FVe41CmJVxmATJZ7NV9rhZZlmVYa5mZmWE0GtVJh8YYOp3OOv+InsduGme4jFpO8yxFUNrtNktLnkceeYKH3vcg3d4ca/2zKAVS9wDYuH+b9jbnc8r6w4uMWaIjMJQ9po1zuMQxbn7hfM97PGqlUF386D+SqvwNldgz2RdKgeFN732QkHme+fw3sUTtqSghr0oLESbK3CsKj8YAq9lMTOT1c5Py2M2j1PdbhISA92NWydi0ewdvec993PGhB9j7trtJdm/FL5xl5flnWPvGS5x96SUWTxwjW15Bhn2SPMdkOQSPSQJZiFDSUgKyZTs7776OzvRJVvZ/jtOPf4luPo8khnHaxictjGnRtj263c2k05sxU3O4G65n80272W7eiXjBD/qMF07TP3mIldNHyBbOkp2dZ6W/BnimZlpQFFAUmKAlNn/eBWjc9fJVE1M4b3M3GWNDG7joomgKJTnvL9WjsiqtMaytDsjGI6Z3bMWlBh1NYpOay1M3HOz1rs+KNsJjTR4hxhHWhpx96jF2feCt2E03kg2fwzEgCQYlKSsCxJG89kDp6sqUkKMEgnrUlxCqVZQVVs6+wGxLuOf++/nul75F5nM0iaw2BveYa1RoNEkniIIqiG/8pXy+/AJE1j1X8dJKtECqR7vdxjnHeDRa11fEOVdzpNoBXg22+fnlEiLlAq8SC4vgcUnKwQOHWVvs056axa/kgCthh/XzK50h9bHqz+qaWRu+fxEyJuYoqCqSlBFqFWNV5bwjNc61Tlm9hHlXz1UURSDWOCpyT2/7Fva8/T5e/sFjrDx/jBYpuSiFKWsSKWWG7yufuxIe9d6lwUwqvrhR064sOyg1x3gQYwwaAgvapz03wwMf/ij3/9mPM3ff7eDHnHvicU7+3u8xv/85suMvYUdrKIF2aphpO4wp0LTAtOLG8Npik4WMIWzfyXU//bPs/LH30j/8Pc48+Z/Y0l7BdQO5h0TGKBlFMYCxZ7QmZMen8TpN1ppCbY+0N0ertwM3u4PO3Ha2vulBtiXvQ0c5wzML9E8cZ+noIcZnT7J2+ijGZ7TJSUr/jZDUl6Fa+ZNL0xAQ2hS/8Spp+cNJwfAfcftrpnDh71a3oGqHKsYwGgzJc8/01s3lPi1KK7hUGNmwNst7/JrW50Xo/D0fz5oXihU4ffA5Rnmgs3kvw1MtEslxalFpxXWml6M7pK57HUr/YYTflbQVWFk5SXb6BDe9+c3ceP0enjlyGk27NQyETBTRK2u3vT6aYAwByp4olTIYHeyXXYBMKNSLKw7EJUk0hYPHB0+SJnS6XRYXF1leXsJYy1SvR6vdjiF4PpQbK9KVSzqMl8gqhMzQas9wanGeg4eP8tb79xCYoiiGtJLY8oaqQ1mlWm0UEjGs4eLmcm2Ge8DV/SLUgGoOaZswtRktS+RLrB0x0dwbGl3FwC9Zw2tw9gKh5RWcJZAwHmfsePt9tLds48nPfRoZFTjTIqPKYYnnrFnVK+yA+vJomZXN5HeVfK0skGqhioALDjDkZDgCzliWQ0be6XHnR97Ne37+T7Hr3Q/A8llO/NF/4vB3v83ai4ewiytMqTDXaqHTLXIZgFMsAQmCsULmC/IAYh0hSSh6M9z+U59i7sfey8rh73Luyc/R5hyStBhpgZrYFhQ8aWIxLQshiTkAXmkXJ6BQsqXA2rxSkKJ2GtvZytTmXXQ276W15Tq27biNbffeQxh5Vo8cIztzgsGZw5w5/gLFwmmm8wyHQ7B16Y2gsQtcdNxGRqXGEYyNFQBUscRCjlaVXGKiGxWjYpKzX9/6MnLtYkJEiJ0BDZAbJZSFMmU8T9Y/RbppE5KmBPKJDVMylvMSbS+jBXLhBRa1GaOKA1aPnWN04hzTu3citod4IUha+komDPC1s49q9Vb7VzC4kqHmKNBODNnwFMvHn2bbTZ9g3+03c+DIMdIQGKmLMKYOceYVt841QRX3jjM2DaU2/lW4zAJEoYHFNvUSIfcN6W8Ej6K+oNVpM2s2Mx6P6Q+HiLWkaYovCkKAxLlXjMp5PdSMfXEoQVOwgbXiFI888Thvfde9tLu7GY/2001jwo1WcIGWl09LHX4SE3fh61IxUirrxKPiMKp4FIwQwhBa22DTdrAmhgc2cWZixFOMnIqP13NFVCATSAMYkzDODXnaZfc73sHyiTOce/KlWJJO14f9T67f+mPVqImc/x2lFJKUgo+qYm2jKQ2K14KC2IPEIqCeQcjZfsctvPMv/iJ3f/LdkJ3i6Jd+h5e//DDZ0aO08zHbjcf2Aioe8UU8ny1AlRAsBkdWxKCB1Bl8K2E0vY2bP/FTzH3wnawc/hYLz30RWxzDdRLG1mAKKRMlBUhQ7wi1JT8CK4iLo3c4poh5UD4sQb5Iceo5Fk44CmZpdbbR3rSHpLeLzrbrmd33AJiH2LK6xuDkUYqXDrB07FC0TkardARsCKCCITZQgrIEEDGzOTZg8mWGvaEAvMQQa6uVPRLqNakCEkJjzTbuUyUAVEhC9JFkTvGkCIa0WGW89DJTe3Zjej3yc2uY8n5WwqNGs8qt8JqylF8lNddZIooTYXh2haX9B9m074O02nPowJGnbTQUiMYii1CWjLlUKVJLyugAittdMCaGo6mOQWK03UxrmdHZp+Dmj3L7/ffw8MMP4/MRKjNoGpBiBNLiGneCsM6EvEhV6csqQGptYyNOUQ2mJAU0BLzGCKx2u02n02F1dZWVlRW63S5pq4VuKIHSpMthiTRvXdTuY/0nl7R48qmn6a8O6G3awsopS1Fo6UOXGlZaN+cNc2zSumUijU9VUAlU0ema59BzpO0Oa0yixptXcJ0Gv+Hvl0ZxHlYgOIMNhlAE2rt3svWWW3ns4e9y9vhJUpLYxb3UeNkg0OqjKQ3H+npatwLqcVcmSGUXK2ApCATxmCSnyDxF2ubWH383H/yrv8TMTds59+jXeOFLf8CJZ5+nm+X0gtK1BiHgNfpoxGYobfCziOYYl+OtYeQN7SQBhuQzU9z8sZ9g93vezvClR1h4/D9hwhlsmmCsw/lhTJgrFYaJndScVzNSRevnmNNoECs4UtCAL44xPHeQ1bOKSzeB3UGrdzOzO+6ic/Pt2NvvZmu2yvDEIfpHnmNw5AXyM6fxy8vY4HE2oQhAMSYNnpKNEcSRS0omCaIFqeYY1brPd3TeKkHWl1SBV9DGZf1r0RjpNF5dw6Up7ZkZRnp6nVJ33nZ/o6iEQUUEyXNOPH+QG8OHaE9vY9h3EDxa5t7ULPCS+Eb53Qaq0NzPWlt6pcIsDmyb/tJR8sWXuO7Nd7Bt21ZeOrFAaHVwNsWJi5F78lp9MW8EVRqhvKIleXkhrOaJ6oW0flUpjYTEMMlOt9YyNTVFlmUMh0OMtaQNn8h507sMMFaVWFgeECnRqbQ9xeHDRzl04CB337uZVdNlnGUknY3VVF+9STxZdKU2GPXr8gAxFsdnI0gSWr1u7KxWXsuoX5bPl2OD1qs/dp4LiSHksTzH9W+/H+M6vPjl7zAcjklsJ96nxsjPOw7V3qrR+/O+Mtls1DW4ouyIzE001o1KpQ2MyLJV0u1bee9f/AXe9uc+QZGf46lf/ycc+eOv4LKcbeLoWMFpwIZAMFom64FI7GchwRKMJfMKvqCdpOQWik2bue7DH2b3R9/N4MXvsLj/CyTZSbrdAGlCno0jnGZciZ03pHU1J93QE4O4tqv8poqsxr4VAaHA4CWj8GfJs3n6/RcZL3wL25rD9nbiNl/H1K6bmL31E4RhxvDkcVZfeIqVlw4wmj+LDobkPpAklq5rUeQeDbF0uQuC81ER8CaWaSkksjYTHCa0cOrwZkwwRcxlqOZTRtRQ8shKnk9QWsEJjOcXce0W3blZ5i+QPVoFfb0ROnVTIcvVICGQBJg/eIhsdUQ6dwOD462Yw5WkaHitjuvmji93gJZrvYk21AhECjbBFvMsnHicHXf+HG+9760cPfUFMBkhWJzGcjrrJ3KtUXNu2mQZ6+jyCpBKWJ93QRofbBiBquK9x3uPiLBt27Y6QktbLTqtdsl89LzfXZaEpfo4EpvHh/D/s/fm8ZpdZZ3v91lr7f0O57zn1DylhiSVVEhIYggkJASSMBMQgjaCeBW6AW0ZbBFBQe22vX310w73ancrFxwb0YvSqMBlUEANEUKABDJWqipVSWoez3zOO+y911r9x1p7v/ucqiQ1BA3drPq8dab33cPaaz3D73me30PaGGVhepbt2x/iiqtfhDbjZNlx0lYU4yLDTcbprIGwM6WUol6C0pAYnPIhOm3JQGuSRqsSrM4Pj11a8CLnuObK50Rw/QujsHmg4Fj7nGczd3iCE/fupo2iILr+tRU0zIo61aGl9j3DlGMflV9ViDWEEpz3iBJyl5OiGfiMVVvP52W/9FNsetULmPr2Hdz/Z39Eb9eDjIqj2dQkvsAPbEwXD10AHQqPQSwob0HNkasG1qeMSoK4PnPNNptefiubXv5CFvbewYl7/pqUKdLRFsoUaJ/hnSVtj5FZi3e2WtCLnsOpHkCpZxatyxzoB9jIacSNYrRGK4vVA0RPQX6C/qGd2EMjzKRr0O2NjG64hJFVm1m35ZWs8q+ie/QwCw/vZGL/HrqH9tKfn0a7AQ0k9L/wKrCqKkehIdMaKwrxEiIr3iLOIt7GS/VLrnfoSTghEkNSWdwGwc4ugElIOiNPOfvAmQ+p9m7hBbHQaEB/coq547MsW78e6zrgZxiaMGdTa1N7f7kOquVf907LM2iMSWkls3SPbwc3zTOuvpzPf/FzKJ1j81BDgXq6Nxpb7IbKKX4L38Eg+uONSuCKIGrx5ZT1IiMjI+R5TrfbRUsoRMyyDO991WvkqRh1lWSJOd3i8SSYpMV9D2zn1rkX0O6sZ/roBC5eH0BR2LCAS9fgidZlPX2hfLPXAa8Xh0dhkgZaFOQD2mPjiDFgXUR5pFJWSqCGrCyBDE9vlIJdRPCFJfeCVymtjetZdumlPPzp21g4NEFqTCBWzMvZOjOMosTDqSmRYLmF35VzmRU5SmnEOKaKAeufdRm3/sr7WPW8Z7L30x9j11/+fzQmjrJ2tEGuCqy3FN4iCUF4AL7WJ884IU0UA9VHO0uqmkiS0m2PctErb2HTy17B1KG7mHroc6T+EK2WJjctuj4JBIhGkRdL+jk8UdbSEmOmbuxY73BYEI/TCi8KURowKEnwzuFxJCPQEAfuCK53lLmd9zO5YxzTOZ+xddsYWbOZzgtuYp1/Af2jh5l5dA8zD++EyWNkkyfw/R6NFlgFNheUa6BdihZBqxxl+nht8T54LItsuug6lI/K1x5zeSepKLJuD5Rglo+jdEjvdbF5HFCDtP65TOrg8WrRiPJkPUv/2BQLO3ax8vyrMKNbKPoPoIM/T3WH36Fq1yDXFM4Lxlj84CDFzB42f99FbNy6malHjmB0EpPBnrauxxkNg6/huHWJVCvbPxVRt5cIAJ3xwxhKFFmyiK215Hle1YYoIBsMEBEajQY2cus/ZVlYpZsejTGvAuWyc4qk0ebI0eMcPzbDpvNW40nI8pymTmrnP01hWs9eiPwV4gN3TmkVKaXxrgBraYx0SJspxUIvVHyKVA1+AtrvK+E8hGbPYE7q0FPsJjhX5Gy49BK0abH/7h0o78B6bJGhJa256Kd/mhKiq1PH1y8heFkebULh5Cw5F77ial7773+e5eet5sE/+RCPfPYTjPdmWdYxMYMvfNZKKFb1i6CkEEBupYqBLRjgaYnFuwXmWg223Horm17zSrq772Vm+2eR/ACmnWBSQXxGJk26qkPD9WjbebwkeBWzmp7oPmup5YsK3QDvDZbmcN60xzEg0Pn7+DQ1LpYaavE0jaeTWvq9Y/QnjjKYuod8zwqkvZp0+Xk011/E2utvZN0NLyM/coSZRx6md+gxZg49wmB6gsRbWoWjJRnYgqLw5Aqs1iinUEvgq6UjpHQHjzFC/BgnDPqB6iUZG3kS2LZ+zO8QqFVeGBLiHNqjtMLO9jixayebX/V80hUXM39gBx0sWgk+xlyfChT4pMspZYmzId7SSGj055k9dg8rLtvK5Vc/m3sf+Dim3QLTXrSVSgXOku1VGtpPaS70UzzMSYEcAb8kH+8k5UHN6j3j+xpaAkuLDYGK2iRNU7Qo5mfn6Pf7pGmKMeaU9PBnrVTKTRQOGL0BwXmNSZucmDzCju172HT+tSSNDnk+j0kKtDLlhT/u3Z3qPOFEYXuGYiJPyOhIETHB6rUFI+PjNNttZua7MVUzKtuIGyiJDLglnHU2+7N8tgIqd+RGsfaaZzE4McPeb29HYwLVuQ3ZPtWtnPG5SvhHhs2ACMy/hbWIVuRiKWzG5S9+Prf86nsYWz7KNz703zj05b9nle7RGFPMZwU6V6SicRI7XsowThSWYhD0WZGRFZZkJKXnMtz4KJtf+jI2v/KVdPdvZ/rez2CK/UgLRCdkefBUEqMpdIIvvSQZLpAndzKXFroRH5BDZEAUyZTNo8IbLCEbL2T1aBsy4oyDNPEoA7ptcaqHsodh/jiu+xizR+4jN8tJV11Ae91Wxq99DqvkBlZPTNN97FFmHrmf7PAeenOTFAs5eQ6OBqkeRTEAm510N3VY7lS1sdqB6/fJe30ay8YQJacMT57SR/2OGNslzZ9H+0CTLkkb6XY58dCDMJuRrHkGxcEvodxU6G1RXthTLJCHrN6C9wXeO3TSppH16R9/APzL+L7n3cDff+oLdHt9MjOyyM07CRKuyd1//oZ7ZzbMqQkMqTy94d+HNyGEzVuW5J+NQKl/yPuwFBqNRrBKY0W6MYZ2u83s3Cxzc3OMjY2d0to7p+LCElEiLkkBbxVKNL1BzgMP7OClt9zASGcZc3Pz2MKiktBbZMgNM3Qy6htIlp6n9kPZMc2LCzEQURRFTuEsjdEOabOB9S4Q2hEoVIaCPPLSyOOe7YlH7WPGKPK+wywbYc3ll3D0wX3MHZwgIWXgLU10oHHmrJyQ2s2fQrQoQCvybMDzX3ATN//yL+BHDd/+4H9l4it/yxrJSPBI5tGF0EgN0oOmTwNUIw6nLE6VPcZd9CRT2joHlTPdbHDei25hy6teR3b4APPf+Axp9gj5iCZpNmDQDemYaQtjczrFNE6EvmoEluLS/z4N9uW6Zzps2uVCPGYYNg2emNdAinhNSoFQ4FE4MfS0YsELohUojXUFoiFJLOLn0HYO3ztM/7FdzOxtoUfXMLryPNprrmD8yitYcdUzsXNTzB8+wMSenfh9j9E/fpSi6KK8e3y7zw97tVe/kuGjsv2MrD8gHevUtvFw8VdRlCVr/TthPdd0O6kWBigyb2iqlO7RQ8wePk7r0k2QjuDtUURS4Mm9ybMZ9RRmJZ7CDcj9CIly9BYOMTdxgC0X38hVl13GV++4E9taEWUWi+ZveHNUc/iUFk5/B4YxSuF84M134sFH/vqS9x4qS6p0aUNmSuCS9/6MwJPFow5hxZ+rSscYWG2PtOn1e3S7XVqtFsaYxT2ZOUctHWVDIDcLufZOLEorpDnKgw8/yvGJAauXX8jkxGMYs0CzOY7NA5NR8FocgsGXcY3Hu9dqndjA1IoCZ3C+QFQWqMGzHowvJ182ht7naIgm5Ph7nAkHMM5HgaaWHviMh1MpXZ/TPO8C0hUbOfztf6IY9DAqiUy7JQvxmZ+jhD5DRblDlMbHFEblC9AF01mPy264ihf+37+EMwN2/pdf58Adt7Gy6Wg3BBGFzTzKgRJNnjoyHzyYxBekLsMVkCcGp1M0liwvyJSlW3g2vvhGLvrB11PMHGHy9o8yYg6Qj6YUWBJrQ0W9NjhlQnc5LMRGX9QJ784Eqq2sy9CEKDCZhgZSQ8ngh56ND7xYhYovEQofWIYTpWlImL+Csg+PR2lHWxwtl2MH02T7djCx+2tIax0r1p9Pa9UmmlvWceGVV8BCn7lHHmVix0P0dt2HnZ0kd4JGo0TjCwcuNNRqaE0mAwbKho6KKsO6hEKn6AJkYYrmaIpuJhT9IqqbgCboqGRLXVtJkO8kBOPBK4V2CS5zGG3Jj08xs2sXY8+6hEZjEywcwdoikGR+R/CrmnElglGGHmCMpVlMsnD0G3QuuJ7LrrmKr331LtLMVawOnsg9FvzesM59+MlKyOh7eqqOMIzv92iOLie3ir7Nh7BUhVPB4g55p3B9z2CULB9DOHxonRax7qPenEopod1uY61lMBgsakR1rqOyEsXHhjMm5IxLASLopMXB41PsfvQoqzdcHgJkrodSHVxZNUyOUBDgCX0a6zMo4xBJEyAJFejSQ3Qfn/dgZDVu+Qq0gtRJJA7PsCoobOVjdfFZwsvDrHWh8IoFbzj/gkuAUQ7duxMosNGSzJSKRYtlb5XTP1npM5WlbxlC4TwJCiOahWKBC6/bxq2/8T7cWuG+3/ltund9kdVNodFIcc7HNaBAQZYXFNoz0FmAxIoMYgqqjcFL7SxJ6pg0htXX38wlP/SjFAsHmPrWJ2nwGEkrWPcGB9bhYjaMLXIQhaMBEmCRcBNSneO0J1rKPug+UruXc65rswJegmdioarrFgpSD2lZb+QjcikltUgkHC2hOw1GG5IUmq0e3j2CPbKfqcMtnCwjHd9M57xnMHrx+YxecSV+8ha6u3dx4MF76e7fg1mYoaEsqQgag7UWLR6nBIcJ3RbdAJFm6FjZz9CtcVSaYnvzwTNWIHaYXRegl6HC/U4IwLrhWjjBOA3O4pICN+eZ3LWDTbyG9uj5FDPbMXpu+Fme2voLqf2Pl8CwrCxWW5pJxvSRe/CTD3Lxcy5n3YZNHD3Rw6cBJg3PNob4fVwl8ZnbMkHnaTzMqtEGRyYOMTK+jDzLsFohJmyqSjtKaUUytNg5K/CkHp+vfXpxsKX0KIrCgg0kh9Za5ufnGQwGVUfDkun3bN280lmv0cJFIQnOBgGSZRk7HtrB9dddzmhnFf3eQYo8pnYGd2xonJ52k6k62AlKGURMCOa7HIxmdMVq5nW4DmdLj7B0z2ogxFkqkfKjzjkkUazZegFubpZDex5FE9J2BRkWoFST9vhK5KRAcinoPIgyKG9IyFFqwKzrsv7yS3jtr/wi7XUr+eZ/+00O3v6PrDaKRiMhzwuM0YEDKwrwkEzgadoc40LAfKASnG6SWYvYHk48PQ9rn30dz3jj2xj4aSa++QnM7C50u0HXFTR8F68lFpgNxUml7E6qkTjTfh3Dhl1SYX7lOU5OSTnVcctspkX5GtFSrSMeQ889Fg+KxxiHIcfKLMXcTo7et4ukOUpr5Qb0edcwcvXVbLvqmQz27ubEA/cw+/AO3OwU0uuSKBjVIFZT2AZ5wK5QZBS+wPoUMcvwXg1lwKJlP5QM57A0n3zU5sWJAXFocoqoaY/u3gWTU6QrNzC9V0iaqlLk1ULPrDEAACAASURBVEefImiovoJK8pjEZeChUE0Gs3NMP/YQay57PduuuJSDX/wKqjFa2eplrxAfDVpfJjY9DvL7dBrqXT/+r3nWti34+eN0koyWCTn0IjbAOjFQaQWs8lgZLlrqX093SG0/VS9ZtCCqt4rEamBoNBqISEX9rpTCOXfKDodnci1DCedALMTzlSnDWhvuv+c+ZqdnGRlbh8s11i5t5DqELE7vpPXMIYVWKUoCJUKgM9GMrFqLN4FF1DkbuZCoPrPEVTyz+65dprWWZmeUledv5tje/cwcPY6mdJ39ybf0BBuuUh5R2NcfceE8uStIcWSux7KLNvGKn38nyy/cyLf/5A84+rW/Z03D0mokWOvIc7t4c8cKN40ntY6G84hXFDKKVW3EWbTx2BFD+5Jnsu1f/QjSGnDoW5/E5Y/RHofcWKwvaGqPVrEOxRMtfU/Zm7yMA1SZNWc+w8Eyj0qkOpiPBJTxXFKdf/h3X035UKgEnVb+TcKx499rpgTeS1i+3qMpSHyPBrOMp/M0isPkh+9i4ht/wv6vfoiJfV9DbVjJhte+ga1vfTcrXv467LbLmBobpZ8olIFUFRifk+PoGaGvcgo7TzMpULJYkdUe1JnO1DmM8GRCo6igNENLVpjdu5fJ3btprtyIpB2sXczs8JTSI1VIDThRONE0bIZyCitNmin0T+wGP8flz7mctEFghC5BPr94n7nhXyoj9+k6VEfgvT/zLt5w6y10JMf25tDYgFEXObggKJ14rApW26K6hqf6/qK3U9aEiAh5ni9K5a0rjXOxIKJBF79xlSKRKEICc3CbvY/t4+Ch4+j2WrxLKQqLlEROlQ6JSujxxiIrfqlgNBBJ2aztgRYaK9bgkkZgPIoCR/mylWz9ns/ORKlgQu9pLh+js3I5xx95DLKi6nl+cq31E49Kefig+Kue5gKiPFo7vM9ZtmYtr/j5d3LezVfx2Gc/wdQdtzNuM9I0TJTWina7sbiquxSWPvap8ATI0Wsk79NQGTQ0xepNbLz1x0jWjTPxtY+gp+9Ct3MmcHRdRppAIRq7JKYRYKEonEvlJ+UsnOUoMxxrx178YokRJcNf176We6L+kWqfhCkDCZa4lZQQvYgGVpGTiqNthJYUrDazdGYfovvQ33H865/g2Lc/yyA7wtrnX8e2H/sJVtz6FuYuvIYTo6uZMRarc3QCXjtyBji1gCS9uP7jcwfOfpLOYcSb97EYS0VEQMTgZ+c5sXM3qjWOHl3DIC8/MvRmnzpW73p6S4CftC9QXuOkQWo82eQeBsd2se1Z21h33ipskQWjMPbZKB+qI7Y9jgkyT2eyEwD1O7/2q9x922285vtfxXvf+Q62bdrAYHqShnek4qMSCYFhrRWqgrfi+E7dX3TLlQybTI2MjNBoNMjzvFIqZYvcc1sI0cyTGOiMFoW1DmNS5ud7bL9nOzRWkjSWMegPQCLFeCVmXfRi6sc81QjpnGHThZ2f5x7nBKUUg2wGbI/WmvWYVidUoosvk0CjxapZVO11Fg+htJm8d+jlYzDeYfrRxyLpXKB9UJy5gi7BQKUUaZqS+zwUYFLgJWMuVbzoXW9l6ytu4pG//zTbP/0XrOjP0YDA2xSVTlkXVNFs1O7Wi1CIxkuCcgMSO0cj8QwaCZtufjmrr3om8zu/jJ24l9HGLLnvYrXHGE/hPV1pUUhSeQhPfV7OP+OomdVOQW6gMIFJ12uNaqRVUB6T4tQoaTrO8gTG+/tJD97JzF1/zSO3f4y5yR1ceO1lPOtH387GW96IvfgyZsZSGIGG8iQI1jlcu4FKDKqE9iSklldG5T/nvUc3rSoVdCBeIX1YeOhhGDjSVVvIncI5+9R4HCddx+Jjeh9S37VotBgS5bD9o/SmdzO2aRlbL7kQ73K8zdH4CvUIpmupQOoUo0/f9amOHTzKH//uh/jwr/0WK5et4QPv+3leddNNsNAlKQo6jTQEUSGo1uiRSOl9+Gh5nuIVDISzeWCld1PiwNFaiEKphLG01tgnIFw8/SEVhBUyyyJ8pTRGJ2hjeODeB3DzwuiyddjC0e/3oKKFiP979zibqG7tDkGH8E6FoMHHPiCS4fI+zc5y2stXxkLCofW92Gw9vVFumsojqCk35zxJZwSUZ35yOixooYpzPe4xy6N4P/xeFr/Be49CIUohAgUZN77th9j29h/m2Ndv46G/+HPGetM428c50C4EmetKpKzCr8PBVhSFBMMhkYJmWzMrcN5zr2fzi29icOAO5g/cQd4QMpOg7IC272IoyMSQqQQni72b/xWGF4uXAicWJwVWcgopKKQgV5ZCxSQVFwQVSpGk0DZdzOwOZu//JAf+7ndY2P2PrLxkE8980zu44EfejTzzhXSba0HauNyjMCGjrvbQT7XL/aKvS2VD/Fetn+E6OtXrlOfwBEPOh1RuK2CcRXuH78PMYwdxU9MkK86DdPTUyqO8pPIKahDm6Y/FCz/kzCWI1xjnSYyikebM7rsHikm+7/praDaSYBSqsKqdcxF+C88mlAz/8wKCJ4/6zJ/6ZUaaHbKi4B+/9FWOHJrktT/6w7zt37yFbRdv4y8+/nHmuj3arRH6TihcVcsGi1pinrwDw7P1cFaeQZy6MhMlHl+ANOAcFEVBkiRVls45FROWMZBFyxVEKRSGNG2x86GHOfDwfjZvW42c0GRZn2baASmzwspjnIrE2rOoWQIq3lqpIBPwOYlJyCSjn/VpL19NZ/Vaug/txMSaE6qjn6FXcKoit3gY5zytFcuweCaOHkPjq8t8opyACnenJkLKVqkiOG9ZyAY0dRPnHVO2z3N+6BXc+N63MXvvl/nWR3+fzuwELVEMxNFqNPGFx6uh0qggktrUlZkrCouOCvx4DsuufBYX3vqD9PvHmNj+edzCoxSdNl4SEgY0rIvK2GF8L9ZmnHQT332jdu3aqcAEjK/tU4eLfxdAOw+i8QKFd6HVdFOjM8vALuB78yw8fJyFww+SnP9cRi+4khVbr6B7xR4O3X0fjbHVSAFKVPBAnkDKydLvap6kxP+GtUynfgDxdk7Ooi5dHzwaixVHriCxHu9CZtvkvkNM7n2E8avOwzQ7+MEJZGkWp9TXecm6caaLYYgESKTZL0hJnCZVBX2b02wZFvqHKKb2c+GVV3Dh+eezc88j+JKXiABhOi8oUZVx+i+vRJ54e6hBr8AXmpHGOA/vfJQP/tZv85mP/QXPufJK3vsz72HLuvPIFrokMQMGZ4Og8DEA5VlkMVaWYwkPnLXLWCYPRxoMpFIWaZrS6/WChXsuyuMUo7zc0GI33F+j0WSh22fX/TvBNEkarah3fCXVSuFWxUUWXc4ScVuWT1MqEIX3gjEGjyXLBjA2TrJsedwnqgZfCaGfw5l5IBUDcmkF1u632elQALOTk9RMhHitj3NM/JLjEotLS8WoaOgGThw91+OS66/jxT/7TvLJg9z13z+ImTxAx0BROBLTqqV9PvGWcRKLLykw5GSuQK85n4tufTNqfDlH7r+don+U0VFFU/pom6NoUNDCe03qBrTcbBVwFR/qKr5bR13YaZuS5i1M0SSxDYwzFXVJeJcDleF1n0Ln5AZ6AguFxYqQKE1qBDU2ALuH7o7PcOgf/ohjD3yRxuYVXPwDP8jKq26g59ssZBmD3EWIVdWQ2yHNTljmNU9jkWyINWQ+MjPXkgrqL18qD794VVSrxIPyDieeQsr4mCdNm2Rz8xx79DGSpI1ujOJO5YDEdVvKs9KwO5MVUd/dAdT2sX4KtAvZhGkzQRUzzBzby/iqFWy79BJcnuGsDe1wlao8uiETAv+ixo2vKVT/OC991eq1/9F7R2I0Wgu9rM99993HoYMHuPb667juhuexsDDD3j270BSkSihsSpK0Q7DUOpQiVNxiURRB9Mdge5AJZ+cZVA9GiK5dgLFMYuj1+yBCkphzUyAVx3+o4wi1HcN2YQ7wWpNZR1M7rr/mOVg7oMinaDbyaAQlOK/jZKuqyvSkayoFZIUPlWmaoR7AOQdO4ZShObKKbO8RZrbfjRr0yQOZK9ql4bGqxTUzT7bIlhZdlusyLxxrnvt8Ohdcyjf//BO4EzMoSXARXPOio3009Car/6MAdiIUKrzPeIVH0zcFiXEUrk/7ovN55a+8h5Ub4Ou//9ucePB+zhttI1lBajRKQ2YH0fuAMo5S3VvNkRWnIgmnR2mY77TZ/P2vZ/ULrmd6+//P3P47GG0XGBPYZ5UHRSjGDPcRKrGdaCgF3/C/785RLYH4jAWqokUZRukk/iszlYYevkfHeiiPJ1eexOWMkyMuC70tDt3HwuwkZv1lNFdsYaQtDBhw4sgx+vMuTqECrUOcyXp62mOVx2hIlUK5qBHER/p9ADWkpInXVX9V2+WkZT5cH4pA528jY7sXAUmweUFnwxo23HAt3fljDGYOMmJCB8cQdnCxTYGiUJGTrmbInO6KGHrrJeO2IDEpxqmcnEHs2JCQ9yydzZdgGefbX/4KrvAMdIpSSURsHEoG4RpR1R77jhViPsGQSnnEIsdo0quaClFaK4yGoujhbEaiAxb/ja/dya/9+3/P0X2P8M53/AQ/+kM/wLiyqMECIkKWZagozL13Q50kpd56arbk0LIfGu4mSTBJQlbkOFcWLp2FFRmr6cUL3hvEJyivUUgVILQQhGO7xa69e5k83mO0swlbCFk+h0g/3rmpwVmnGPUCGPEV1OOxoAK5ni00Wo3gXBfnu4ys24xuNRHxWBGKaJF4cZE/KVr/ZzjR1VT50PxI6QbkINaGe/ZhmVBVUdcE+fAopziyohCDE2FUDL3BAD/e5NUfeDvnXbmJhz/+hxy65xusH+8wWOjjI9xQuAEkHq9cHQ2oT15tPSlsHq6uaKSMX/JMNt18Pf3D9zCz53ZG9Dy4jMI6QKNFh+w1AvOxU5pCNYJi/F8giO5rHq/TBdZkOJ3hdIHXrlY/o1BeExKhNcortHcYsRixeF+E9rlKYbwmEY3Co7XQbliS/iP0jtxD0Z1CibD8sot50ft/mhf+3LtYdc02ekbIChfrYw2NdgOdKLQCKTwMLEnhMdHBdRIrsZ/kBU8O43gJGVheIFMR4vQOY6G75zB+pkdjbBNORhFnMc7FDCgfvfqgxM52lAzT4Tolml4OG6n1nc8R5UkbKWp2P35qF5sv2cx5a1cjRYGIxntBe49gUQxQ5MM98DRYnqURWVcegkeV8INIsLp9UaAdpKI5tPcAv/4f/k8+89GP8apXvIp/986fYu34MpydJ00KnOvhXYa1BV4C/YMjrcjunrKL9+VNBIHpnMMYgyDYWr+GYZD4NBVK6bpGeggfX4veEl3axCQcOz7J9p27UGPL0ckIg76LbnGBUn7oylf4bG3US/C9VCzHFf5ZfkTA5xZbZDTXrCIdX443oe5FovIoZ6PECs507S8qr4hztcgIf7wFK7U5rkNwWBQZHkUugpGCkTzDmISXvOOtXPjKG9n3uU+w6/avMJ400FmOdr7yCQK5ZIBFF02Zrx48ZcqqNx6jFUXhKcZWcOGLfwDVKJja+TnE9UgaDUQP78eXSiK+Ahw6hFjLn79bh5TrN66p6lV6G3Gd+cpo8ZWnESDmOO9ltmNMsggC3uNxAadXCZK0SNojzO0/xCd//tf44m9+kNG1a3jVr/0iL/u/3sfKG67kBAXdLEdnjvFcGMmFJC7Z0I45PGPjAkFjMEqkMk4EKjjryYavfVN6ASVhpyjQSnPs4EGmDxxgZHwlOh0lL8oC0ppxilC1+T2rEY1QhkrEx3IAPKRpA61TELAuY/7YfpataHHZ910e6PFV4EzDq+BtIGGe/ONvxX+psRTCOqlNl88tLW1ooDDWk833+PhH/pz/99d/k41rNvBz730vz7p8K8VgCvE9nOujjcL5kI9tvcZ5Xbk+T4V1V19LJQ9Wmb7rrKtcWZFaxtZpunxlhlNl4S5duH74xkHh+Obd90IGrdE1ONfAOY8nj3UOOsr1U9x1BV8NfxZfP8FQYCqgyLuka5YzsmETAylFnCBia0okKstznOKT5urxNq8fznGolZDq7VYHi6vlLaOuYJ6Ca978Bp79rh9n4va/5ZHPfIJ2VjCOJskdjdDpO158laRM9TTiuZbGbBAXevG0O6y++vl0nnklJ7bfhp25n84oiBQYvbRyPEoYv/jHp9vmPNtRKpFFo7zfqFzq916TdMNJqM2xlLamAKXnhmAxiGlQTE7T3D/D/k/exSd/5le5/UN/ghtrceP738XLfvVnGb/+Mmab0O1brPfYRJGnmoERrAq0OKkVElu7jHqMrgqsn+k8UCnPwSBDKxjMzjKxZy+6vRyVdMhsKPRzJYxHCe2dy5CI6PqIasSLiTCidQT2CjzKOGaO7Qbd5ZLnXEliNGIHKOeGjwKJ4FrNTnsaDam9VIU5R6GbKk220Md4YSRp0NYGKSxf/vwX+L1f/c90J6f4mXf+OK9+6Y1ItoAUfRId+0AjiDagzVO6QevyrRR2WmuMMVVhoYgsIlk8PUhrKM2HddOnOLn3iGh02mbn7kc5fmKOdmcdQpuisCjtQmWuIwQGn2z9S+3Yi04VrsEoIJuHkZTGug0U2uAJKbE+0n9XxCbnrDwIOHh8fr5+fae47pMSJoKkJ0fQ9FkmGZaCrbe8mJve/3YWdt/Hgx/9Y5LpScZQqH6G5JZE66HLVVmAte5cNUNgGOcRxDl6NqexcQsbbr4Fmx+jf/AbpLpL5hYQN0Bqqd3h6FLV7g0L9obH/K5WJfHyy8r0pa+qYr1U+OX9l3NCbQr84gMHig0L4ihE4VQDY1L6c7PktqCTCuZ4j51/eRtfeP9v8k+/9xHanXFe/oF3c8PPvZ2Ray5mtpNwzDpmstjMyiuKIkYf4rrGDznPhmwGT/5MSjMhJNqUMF24mdCLzaOLgtl9B8GlJO01WJ/iVUnZP8RLZZEHchbrwS/53kdmC/E46ymKoFDSpmcwf5j+7F42b7uAzrIOdtAlUJYGuLiEVSs9/zRennHWfLVhPcH1s0UB1gU2UKVpKMPO+x7kg//5N/jW7bfxY294HW/9P36YVaMtyPo0tOCLHCFUvz61Nt5QmGitq4XWarWw1pJlGcBJtCbnWjRU92w8Qtoe48jxaR566FFUazWOEbLcYpIQLQlWRjz3WZxPKRXqT/D4bAEST3PTFszoKJR4rYoBx6dqbgWcLRCl0Ob0iCrrCgQfLCyNoekds67Pqmuv4qW/+G589wR3f/C38EcPsazZInGOVIXc99zZ6LUG5THc/AzvtbzE+nNwHtdOWHXtc2ls3sjhXV/C2L0YlWDFoXweFEgFx3xvnM1wCE5AsChtyQBJ2qikwcLMFAtFwYIRbCqkHjjY5dG/+ip/90v/D9/8yF/TXraSl/7Ce7jxPe9k/TWXw2iDBe8oTIJqtbBJQi4KpXRMx/dnhBwERypqPVFAbOvrg//UbAR2Zd8bMLfnMfy8ZXTNFkSaOEmq+Et5MDll+v05DIkRVPFoZVASYsUm9SRqjt6hB1l23mq2PmMbeW+WRAAnMfMsJK98N4w4axG5izixU4SvZXwEITEGAY4ePMQf/5ff4xN/+BFecuMLec+73sXGlcuZnzxOQ3sMOeLz6gTCYmu1/pV4fKp0WB5H8g4VXN3LKAWuc67qqV5fgGeTmVWHwOov5xxpc4TMwrfvfgBcm9bYOqzzFLYPFOd4vuHvNEKe9SiUY/n5W5FWG1sExHFojdQ+cC5y0kM2yFCiSBvpaV/z0KQP66PhgzfYuXQjN/6Hn6S5vsO9H/ogCw/dx2jT0M9ynDicCq/ArVYKKYX2Gu2GkNgpzwkUYmhs2Mjq666mO/8I04fuIFEL4E0VU/FPtTD432hUMlUiDi8Wj6VAUO0xcJBNHMc7UF4Hgeeg2WqQJob5g9M89PG/43Mf+E2+/AcfpdkZ45b3v5dX/vL7WHXzczjRhoO9LgtZjovowWCQ4xwV/U24gPpV+UVxkbphGCRXyPwTH3rAK1RMjvGoDGYPHaE7MyDprKVfQL+fn9STfJirNhREHk7xGv4rM9iWCq6g2OpcebFYGIAco+fpTz4KynLRM7bRMoDNYwy1XMNS3myAXJcYbdXVlD+f4uVr72PJ5xa9HvcY4fwlXxyeyNs1PFYZc0LK98Rgm8PjlVDYgl6vB55oHQuyUPDJP/0Yf/Bbv82G5av4wHvfx7Mvv4ysG2g4jCqGj6ImhCt8EGpQQnRX6643i8Tjop8rBUKw2JMkKJCyFe65EqQtrZmo1rMHMQmSNLn3voc4dnCC0c4qnHVkeRfr4vlrrueZnK9cayGlEqwf0CsGtM7bzNiatSFYX6U5LoFdzjaDREK6cbfXQ2lNu9V8UuStenxxYXkRjECWL9DYtJFX/MoHWH3VNrb/2e8z+607WdtsUuQFTgtWewrxFMpRKBfo6SP8IE6qLTyEY+Sk8/cxrP6+55FsXM7xvV8k1SdQWqN9QSMHK2lMKS6TD5/G/v/TbNShkipGEDO0rHWknWXgYO7QIQofDJ1GDg0L/X5GJhbd0KhCkIl5dn/+Dj7xC/+Jz//X36Vr4EXv/rfc+p8+wLbX3MxgZZtpX5BloQ5iZKSJkhBLDeu8JpCrdT/0UkTqySNh/6i4jiBwvAmehsDCiUlmDp5Aj64E0ya3DlElXBpXiK+vlTIZoaxN8bXXMFGhfF89qByvJhxbLKV0LY0aLzlG9+lPH8QP5tl21ZWsHO/gioJhTFHF9w/h1nrc0TNMfhhC7ye/SpnrfU0p1VLchuHFOmxW1qFITIcefh2+AouBiMIM7zhOfImZQujWnCb4PCe3Ba1mE6UEl+cICbd//kscPniEN77tLbzvZ97Nxz/5N3z+S1/AeoVuNisIoSzLESlvGqjYPEtVc/JGr6yhGiRaxjtKokUdPRBgEfne2daF1OGSoTQNi7awntZIh4mpKR7ZvZc16y7EOkWRZxjJ0RJSE8/EI1jkMcWPKiWhNiLrQWuc8bXrOC6ENiIKTgrSn1Sm+8SjrIAvT5j1+6FAs9GI17HEE1iU2Ra6eIfLjlXnbsDysQ63/NLPse7aa9nxP/47D3/xU6xLLcorjE/AQOH9okwr5YkEeGHzh+Bhec6IcUtYhwpFYS3ttetZf+0N9Kb2M3PoTlY0PNY20H5A6prMqwSnQk+NalK/N558xD1W2aVVJRvgHdZrdHMUvKJ/YpLWAFRL6CZCjkdFYaILT+IFRCPOkS14Hv7SXTx85z1sfOY2nv39r+Dmf/tWpl7zch798p3M3v5NJg4dYtC1KCHUo0kp3KLVS+khhEsKy9HHWA6xrCoIfEVYL0XhSbUwkmr6ecHUoWNs0BfRHFmO9GdDMkrN2RlGHcL9+kpWDYVP/X1LMwbDNfpKUVSCPVjR0aAJnV+MKvD5LHNzE2zcfAErl40zPTePJFQFk0E0lvtueBJZstXrkvMkseMXv1+WfEZqvynndrE0CkPF+y49HudcgJK9Qz9r7fr/uOjt9RN6qpqIACl7xBEzBhRGa44dOcJD99/P8mVjvOKWW1g52mb/nj3MLfRoNlKMEmxRoPSwZqHMXZdaIuepdGl1H/HuvIAoQamYbQWkJsE7R6/Xo9lsLoKgzrlCvWz0IkGdOpdhdEK326Mz0uHaa55HXvRwxVHSFJRvDnumwEkW9BONao2IYCmwZGgUzbE19I5NceKB+2mj8CRQOMQVKCkhrSe/z6WZaiKBjiLvW5I1q9nywpt59Cv3cGL7wzRoMhCPjaVDWgYgDqtUKBoUIdEG8QWZ69Mcb/OK97+LC37wJRz4/P/gvr/5M8aLWZpSYDTgYiooAV4I/6AidBUXakAIndoyJWgnNJzFJw4rFms9A1GsvelmVt/0bOYe+gIc3c6YSbEk5Bqs9og4FG44/+e6Bv53GaVFL8GINJ7QHY/Q2qHrxhm/4OWkbOCBj3+K3mNHUEphYz2TjnUMquYpS0zVHVEJeuCZ2X+MvV+/h+P3PMSyRocLnn8d53//C2ht2cB0b575mVlsZhGn8LkjNSnKgsptRezpPGTO4iKZqTYmmB0uR8UMRScOr3zIy9BCnhW01m9g4w030Fs4RjH9KG0p0C5Y+oVWKMlQ5LHGaljYaEVhRWOViVQ4BWG/hbUmYpE4R4IlSLI2kAAGwQSFRI6Qg7IBoh4I6fgmRjZs5eFv3s9jBw6S6gbeG1BJoOnxGaGwxoIPr5DaEJJ2ynT00vcRYl0X8SWLfArwDq0Eo1X1M94ikqMpEJejXAhBiM2g6EPWg2wBNZhA5TM0ZcBY07N2RYsLN60KHkhViyRDNKSsBK6se1FR6/gAY0XrtWEMxw4d5k8//PscOXiQV7/udZy37jw+8om/4dH9B9BpSqo01kdIwQcrXUTQrtRspx6ltzWshlwc4/A+XE+z1WKh12UwGNBsNqu/navgWIyEeVA5WrdAJWzfsZuJyYzxFRdwdP89tBo5SjJEmlTBvTMZ5Uc8OKVDtfVgFi8Z41svRY+toH/0CEIjtF31xWlDZadSpuXVGYC5aSgGjK1ajZDEMqgg3av+3XFTOQl90htuQN9lNJZ3eNm738bWN72Wo//wWe751J/T6M8wmgrGWpzNQAziFSeHBX11XCAw6iOB6FBcgFG9w+jANCutNqsvvxSySezkfjpiUAOgochVQiEDmrZAnI5kid8DsE57eCjrlMK/0NpXIdjMovQo7WUb6B+fY/7EFE4TKANLoq3SPldgiYamB43CZRYtMJ42cX3HY1+/n8Pf2sHYRevZdNNVXPy863jlc65hct9+dt35TQ7efT8zB48i2YDVzSZNEYqiwFuH0pqWTnB4nPMMXBGMBjUk4SmBDRcTPFThKY4fgqyP7iyjJwX4HMTglCdXjsRblBMCE8XQw1DiwdtY1yGIS8KeqJq5hJbWZSwklBG6KDtUzJiMsLNOUbqJUGCTHrNzu1i27GVcdCfINQAAIABJREFUcMkF3H7n10nsAppREjTeF/SlT4nh4AlteWtiRTkwtmZ8lnK5XPUCubX4yHlWIjRFHbERQBdoDYk2GK1pmIRWq83YyAidzjjNkQajG1qMreiwYe061qxdz/j4ctqNZpAfVRWlr5+7ZskzhC+k6oATN7sHbTTdbo+/+ou/ZP++fbzlne/k53723fzhhz/Mt+57ANVsY5JmhMeEis6cSCRWokW1HHAppYovz1QW3lVzAyIUeR5uuNmi2+0u8kKqvXGWHkmFYpXzojRiFI1mg7379rP9wQd4wUu3ITJCNuihG/UPU13D6Z67fJ8Wg+iUQdYn680wunkLo+s2cuLAXprKkqoU52MKZLQvnujIp0xtjvOsjJAvdGFujhXr1yJonA9wQszJw/s2Hov4jNTlNMnInUN1Wrzk7W/lGW9+I7N3fomv/OnvI71pNo+3UL35uJElNsgJaknkpKdY1VdCsFgTAgbfMwIORkVhTYrauJ6xbVtYOPIwC3PTdLTCEZqAlXxpZVEcNWPoe+PJR2m/CB7jgxLPNRivcQON6YzRWLaME/fsY+H4JImKsE4tFTbsW6r5r4Rf/Lk/GIRe9onBa2FqzwFOPLKP7Z/6Ihuf9UwueclNPPfNb0Te9Ab23XMf9912O3MP7KZ7vI/zYDQ0myYwgkctoas1PTRESnFORCqchu7cJG5uklazQV8ZvMtROsgi5Q3iU/JIox4IER3Kh+oXRVhfyoNyKT6oiEBApCTWlYRCSeUFY4tojAdZqUQFBuTM4l2O9R66mqkDJ9g8N8+GjetJbE7Rm0DMAETRbChGOxptDGmaYoyh1R5Bm/A7rQ2JUWg1NMHrMHT1XI1GGV2VPZRfm80m7fYIjWZK0kpI2yntkVFa7Tbt9gijrTap1ohJAxV7fxqKnMHkFEce3c/ufd9gYf8RFpeM16RQufmrNUD0CMrNHp+W4NEoiiL0L/+nf7yNiePHeNNP/gTv+emf4pN/80n+9h++zHy/R9IaoUYGT6U8lgjak6CfKMmH3EhDyaCUwsbKdO89RVFU39cDbmfjkfhFXwXrPIOsT9JIWJgpuPOOO3jBzdvoLN9Cd2oP7aZUinAIfZ2eN1RWposIobjeoJQlmztGY8V6ll9wCUcf+EagPgCcH3o5Txa2XxTXiTdUmgHaaBbm5+gvLNBavwZU8DTDHJfNtQx4IbUFbRG63tJflvLyn34Tl//Y65n8+lf4+h//Lu18lvGWwi7MVt6G97G/AcM8lGFVfnnV8frFhw3oPIWSIMAsMHDQMqy89BJY3mDq/l1430Onwd7zQtzkQSAsFoen56V9b0A5b9pCYcL8N63gXZu0uRoabY48+ijF7AINUdXqW/r5cuaHtUXhN4kx9AZ57LOjsN6TtDV2ps/9n72L3f90F6u3buaCa6/m/Buu5TXvezcLR49ybMdOdt11D4e372FhcgY18KRC4FFTmsSDccHqr3NqB/hVSLxiYXqa3twC7VUdRFo4nwM6KhtBfOBGK5M6AokRVeBcVUZt5FXzPnonIBKavenojRSE+ErofKEJFeYakWYMPI/QMquQ5ELsjOe8y67k9W9+E6loxlevZGR8jGVjHdqdDkYbTJIgiUGZUC1SGUgU0VOsPwKpHsmw/QPENLfwtcjx1mKLAldY6PexvR792WkGR48wNz/PsclpFmZnmZqcpDc7R374KN3JKeYnp8nmu5BZEhcRjHIJPN5Gk6GsCqNuyCLBtSRUoo+kLfY/vIff+eVf5l+98Y384A+8lgsuvIiP/82neeTwUZJ2B5HgfoLHO486RX/zJ972Q7dZROGsJUkSGo0Gg8GgysaqQ3DnEhMJEZDgEmc2o6lT2iMj7Ni1k+PHplm+ahNzJw6SWxu4fyJ8ciYeyKLpdUQLw5D1ZsFljF60FRkdQc1Ph2A6Uiu7O9N7Gs6vV+AGA3qzM4xvWI1up7j5HlprnAdvLY6cFEhw9L1jMN7kRe9/C1f9m9dz/LbbefDP/hwzc4RlbYPkFg21fPbInlNTXkRYkujllNySHl91GywUWK1Do6nc4UzKsosvwnYnyKb2kegclKsCnVUOTMlULEM67O+N0x3hWWgfsoYslsJpLKM0OxuhD3P7D5DkDqVMSKZgCByEmHeZDFtT3rWH0Eg0Ehm0C1tQZJZEhJWpxnUtU/ft4/B9+/j2J7/Aigs3c8HzrmbLNZdz8/Ouw87Oc2zHbvbffS/zB48yc/AI/ak5Ghk0fMjMDUF4hbcObQxGNKrwLMz2GMxnjKxfhvMtrO8H+FTlhC6klobzcf2UFlYMiEsSE5AkJoKU5QfEUodSlSqsJPSlhSRtTHMEMR1MewW6uYykOU7a7JC0xlAyBnYU11lJZ9kIL/2B15JNnaA/f5yst0C2/xgnjs+Q9QcsdBfI+gMG/T5FkZNnOUWR47I+Ugwqg9s7R5HndXsMbT2qcNjCBhjQWbwN3+dZji0KdK+PZBlFUWALi8sDp1n52BTQ0OF+O1qRpCneBCaQ0yOt8if/OIyXBPtCieBtkARKPPNTM/zZH/wRhw4d5dVv+GH+3Tt+ko/91V/xjXvuRyUJzdYImVUURRG0uVJVB7ohdvR4lzNMmAtEjoJJDK1Wi9nZWZIkIU3Tiur9XAsKqymIEarCOprtEabnJth+30Pc9PLnIrpDtzdFJ2nFJjHDVryno7RKSM57j1YaJSA6ISfDuXnGLr6A5spVMD+F8wWiz1401mdDFJBlzB0+zOZrnkFrRYfe/ByJNuROAs+Zthgvoaf5xvW8+mf/NZf+yMs5cueXuftP/4T0+BFWthTk2VC1e/Cio/fB0GscOgfxR6mUSNQA6Lg5BYVRQqEsevUKRjZvpnvsUYydRKk+1odOjiKqBmVonnDxfG88yQjzKQSBlBWKTDosX3sxbnKBuT2PYALnYpVyK8OPhhFRigBQRxPHhw6TiEBkCmgpBXnwVArlcCqcewTwEz0mjuxg4ps7uH9th1Vbt7Dh6itYe8lWrvuxN+BF052aYWHfQU488igzBw8xcfQokxNT2G4frMdkGSmAgoWZWXqTM6BW4Ysk9FG3OYHZAbAFrsiCNBMFymB9IBZ1KFwZG3IOUSk6bSOmTaGaODOKaY6RNEdpNpczOnI+Om2RNFoo0wwTMSigl5H3C7onpugeeZjZ6S7NjRexdtuz+MJv/R77v3oHks1CN0N1c3xWDLNBhSAf609KanP+OMO4QHFfe7yowLiEAEYCyzcKEoRUCaqhondfrYjYQjrW4tkixkM5TQWy1AOp34CXgJf7iMbHzR+KjDR/++nPsHfffn7ozW/iHT/xFrbddhuf+9xnOT4zgRpdQZqmQTP60L7WxXzrky6gdg2L0s/KgGukQkiShKIoqjTfxdd79kK3tHORiLCKpp9l3Pm1u7npJS+k1VlPb24qBLpQVaZY/QhDGfo4As6XrqkLHF8kiHJkxTTtDatYsWUrM4/sZpDlmDQNbAnltCyCg2qHZFiZ4ss3VUigR7Tg+hlThw6xudNiZPUKevv2422O9wotwkAy5qxly7aLeMEvvJ2Nr34+h//+b7n7wx+muTDNaNtDUQSPKKY/elGhmnZJ2vZSi7SE7fChCZKK2LH2Cm09tnB0vWPNBZvRy1cyePBrJLKA1jZUEytDyQAdSCpVDHgu0lPfG2cwPCA+pOUWCG5kFemK85l57DgnHt6NkVO8v/6LOPk+FiSLi4rGDyEhIX6PCiCMD2uhhMe1aBoJDHDMHZujd+wBjtz5AKqRsnzLBjpbN7Hsim2svmgLW599Cc1myqCfMTc5Q29iisHxCWaPHGfu8FEGc7M432VhoQvtFdjRtfQGHpIMq/o4EnAhi88rhTEpmKSq+9I6CYXUuolubUSno6TNUUzaRjU7oJpQCFjB5jl2fop84gSTx47QnzpO/9hRmJ2EuRmyhVn68z0kd0xMz7H+uhvZuPUCmkcOIw/vpZ1Cowg0L0UjWVLCMGwzETjOHE/Wy+bkv9YLJoPIsbqUIfF33mPxVZakR7BVyCKMMovynGlzJfqwApUgUCoB06KI/bUfvOc+jh3/DV7+6lfymje8jsu2beKjf/kpvrHzMMoktNutANdESpJ6DKRMHy6vfqlA0EoCvBfjICYex1lXdbc7l6ZWS+z1apE7D0orHnhwBwceOcJ5561i0NVkWU7a0EhFRTAEJKOBvej+ThpeKgWipIFSBQv9SZprN7Lxkivo/9NXyPrzhLRAqea+fqqlKsrXxGl1DcQN68EXlmMH9kOq2XDhFo7ffS/OBaY7oxKOF5ZLnnMZt/zye1h29VYe+/TH+fZH/pRlc3MsG0kofGDCChh09DqiICg1W2jc9MSzXTLEClIR7okTilaD8WdcRGFSZo8eYlx6KAO5izGumNoYEgCG/KDfUx5nPjzBslQeEi/0nMesXIUaXc3x++6if/QE4xKz9OI4aZ6jRimzKP8ne28aJMmR3fn93D0iMrPurq6+DzT6RAON+75mgLkIjHgMr12KpjVpbbW2koy0NZlJZvqo7/ogW5nMJK5JXBNFkVxylpzhzHAwM5zBfTb6RnejD/R9d3XdVZkZEe5PH9wjMrK6GugGMJgCiAcLZGZ1ZoSHh/u73/9pX5wRhIYKzdF8iwKvMwnGKc+MXGG9CKlStPGtamtGo3KwMxlX3jvFufdOIS+8StyXUFs6wJJVy1iz6XYGNqynsWyYpQ/cw5bBPkyjhtMKm8XIks2IHmbdk/8SJdOIzIHKEenBZBEuakAUdbwG2sdFAoMJkwMyO8fs+CiTU+O0xo6QTYzipsZpTo6RTo7jrl2APCVvtyHLIMsqWWmgLTSSOjbPYOoiMMvgcD+mDjQiJI8D1n077HE/qbqMfXjS6I9MFHHzrBTBW5YdqRQklAJEB+VBOmwvxFGcrrgkpZOC/7EFyHym3Mk6AGtdWDwGnMMoxcUzZ/mzf//vOXJwL//q3/zX/I///b/luz97i3944SfMTk3Q6Okte2e74gYLy2Ze8LeLtAcYdM4RxREmMuTNHOssER7y/dOoCenEo/w5nAhxvcH41Dj79xxk7eZHUVGdrN0kiWNfqYl4P5/4JlX+HNJx58yjDv/36atKxWgN7Wya1LXpv20DSW8vrj2DFcGUfb2Dz6A8bSEyOgKw0DqK+yhAGFzQYuZGr0J7jmUb1oSWsT7eg3I8+5vf5mv/8x8TDQv7/+z/5Pj3/p7BLGV4uI+s3SLKxANoKoLwKKpfXdA8nc+Z7xpT51l0PvlCQhcsiljwdT8DffSsWY1rzpJOj6PqGcbEpE4q8bnArb6kT0aF6ylol9ZpooERIOHcoaP0oFBaL9jdr0rBERE8Et3aa6lEE9aDeBeJksC4VRFDEYZUhNJCmjkyBKkZlFHU0hyVCtF4hpu+xvkTo5x48TAqgloD6n0Nan299C4Zpj7YS23ZICu/9m22PvdNxo59gG2NE0c+AVe5XnRuUNLGuQyXpjibQbuJNGdJm02as7PkzRnstSu4VpO0NUfWnMOmTbCpV2DEevzEDIyGWgSRNojTvuQCQoKKIc0jsgzS8WnIM+pLhiDSCI5W2kKjMTHBRU/HVdiRJxTVHx/xOOc9GEGK2A7+2RinQmuDQshTvtfhYZmQI91BMPbj+FgCRErGVfkbFaEGKMl9gBxBOUWPblBParz90zcZO3mVX/+Df8Y//+aTPLRpFd//wQ957/2jiI4haYB4yOVcfD+CJKlhdIQ4sHko1glMw5LjjAMNFktcj9EtTTNt0uj3YIvYDgO9Nb20W8vSocLWaciVoFSNLKnxxr5dPPPc4/T1bmZi5jWMSzAS4WiHLI9exDUC7lMbQ3bDUSgJykctwrqUWt6il5h22qK+cRXcPkI6c5nYJVgbheyQQgOXsJD99rPKF/4Vd+61S19o5XszgFEQa3Cjl2lePs/gPVtJazVsu83wmqU8+y9/l+1/+G2aoyfY9f9+l8tv72Sd0TQiQ96eQrSQxhBJhC8M9S2PC8ZebRnbScbudu0V9pIKefPtuI2gSURoI5jBJSRL1tGeOk1sxiCukeW+xiC0lkPE+EC9Tik1jfkG5Jd0Q6pOV6oUkVhMZrF2iCVr7qU9OsvEkUPUcgHVj8gsStl5v+681ULZB2SeEV8k74ePUv6tUG+rqyMPxcsQXOVlYEIFjdwLn4aCRk28YGv5xJCZK02m7ChKwZSFTalm69ee5OQLP2Rq52sM9iRkKkOA2Bq0swiuzEIUsTgPse0ZuQi6bEGraIT4nk9P1yjts6ScDjdelm10oFcKq1/jqEWGbDpHMiFZM0KmhAGnggVWeBcq81rRoItd7VT3fN3w4Yb5FbxRVT6OYAFSqfqvftfOs+bnb6ebFiBF8x1ZSIuXrheU9pJTlyP02VDt2TZ9jQHOn77En/7v/wcPHdjFb/7e7/E//Ns/5uc//wU//cXLXJ2cRlRErdHAqpgs5OX5DAIpH0RpSwULpxiAUpp6nNC0rYAvM39Jfjwq0Wyk6KYmGBWjkzrHT5/k1Nkr3Ll1DbOjdcRmqCTD2RQT18htBwvHpwB+RN0GIFr7YLnSxE6Rt2aJlwzTv3UbowcPElsXgs0FCHSnH7MKWotDIVp7YRFcbzhF5AxJKOK0iZDEinRqlvFjHzC8eQc9d97GmpGlPPvf/iFLH76D8T2vse8//jWzZy6wyiTU2i3fQAspmhb6eIwUFT6VZVax2qAoB51/wx77yPe18EWDhWCwAknfAHHSw+y1MYxJEW3CWsBvbuXn1S8AGzZqRzB96cy6eRIA7QXAbNsSD6yhZ+R2zrz8PhPnLlKzkKUtVMgo9XGtjoVRei0V3e6VLvlS8JH566QyhgU+6KKOAEoPhQu5u0UrBFM5lzEGFXn+k+eZTwl3jrrWpO0mDSxGpYhOMS5CS6UNNwWzD67f4Jb1KLlSDs3vauMtDOf/qhdQsIt7VIS17hyR0uSZQ9IMVY/93NgQK9RU3FfXz0u1Ku4jdaQq91c32A3h38rqAHX9Py9ENy1Aqh3cbjjA4mIVt1Ph6ip6dxSoua1mm3/80T9y+MARvvP7/4xvff3rPPz4E/z0py/w85deZmZiEtUzCKaXeq2OdZZWq4UyGinsKvEph8rpzhwoRSPpIW9b0rmUJKl1T8yHTPd8V9d8BTagQJXWj1aKJKlxdfQy7+7azZ3bnqdWX01qL2NkLvh3az7HvOgVL51lt+BIAv/VIiARKT2IWMzMBPSuYNndj3PhxZdxl68FF5brbEp8q04JxXq5gUwpjEDsNFoE5UxpugqOSBx9psG1CzNcOXic4cef4Gv/07/ijnt2EGvh+J/9GR/89Ic0xDECJC7HGIUVja8PCWm40nE9dB7G/Bu7gR04/4OAEh2Eg9C7ZBCdGLKJiSDEpWReHWu0c9bCr36rGGFfkp97HRjdnGswvPYeMAOcfWsXzYlZaokB1wpqbDdnus7omz/3pYbbwZjqSqxYaEOozo+luobKFHnKa3csz4rDVijXi3XeYtLGYJ34LL7in8Wfs+Bvxb0UhdSEaxYqUDfzlorgWSDmWk6T/2UBGikhMy3LMuIkwUQG186DNaNwhLbVpR3TmaguRWwBhn8dVR7Ognyn2ylw00W4N+/CKn1w8xhEReGs3oeETV0w5TRNS5iRVquF0pqhxgDTo5P8yf/6v/H6qy/zm7//O/zh736Hrz79CN/7u7/l7X2Hmc4yWi4hMjH12GDFFdYWpV1QBKzDWJJagp5t0WqlxHEDcCHl7cNneSG4jyrDKyBfXCheEyCKE+KkwTvv7OI3vv01BvrXMXrlIlHPHHHUh7MeZhqdQdkdTtMVn5g3LsEXJjkUuWoQ0US1JqHVon/zPQzetomJq9fwRURBU0cCmFyHuSqx1ASM8812fEQtxGJ0hChhZmKGaWkR37ae3i0biQZ72PHkIzSPHOPt/+v/ZurQAVY2IDGQZTkqMkiksVYhRAEvCbyfITBt5k0ccPP2QMAhFY0Th1NCvGQQahGtqWsYVVlsdFhH4Cp0BMr1Y/iSPpoUYLMcpSLoWUHv+ofg8ixXd+5FNYW20SQ1cJmH+6hmAZXTrW7ApMKXSqtF6GaC80joMDLpLKQOYkawSMrswvJZd2vnCi8UXUgf1trgnMVZ31pAAOU88GfXMEIwfQE9iG7u0H3NQsvv4ofFvAgo7WvnoCNATJKEceUYlBcyzlWka3WK5vGom1nfqvN6neCp8PBbpY+fhaXmvS7wp4616dFzi/TapJYgucM1LbWeGs7E7HvzbU4dO8KDjz3E87//W/zRH/03PHv0GD995Q1279nLxMQsvX1DaF1HqRhUhLU+aGtDYaJSCqM1KtJIHNFuNakjxPrmMrEWskCqk9zx1XsNwDpfCDkwuJQLl65w+OgZnnh0M3r8EGk6SmT8QvD91m34fUQngbuw0hzV4fksCYsTg5WImlLgUtoz09SWbGRg0xau7HqHpNC+iiJMU2g2fpE2nEJZR+ocWRRDUsNaUES059q0Wxlmw3rWPf0km77zW9TvvRtm5mgeeZ83/t2fMH32KCPDDepuDpu2IdK+Pak4JJjYRSZYVW4stDYW+HgdlYLahcpgQGJH1NuHYCFrdgRI56Hd4AJqgb99STei6jQlJmambTBLN1FbuonLP97P1JEPiHJNy1riGvN553XTveC0F9+5yWeibvC+XGThVS34pQpLL/ZvoftKdeA3+HHxjRsmvHzonV73L9d/ywvQsp9HgEcvhWN1WX+IEvSJlvdH38JH0idO4/0wqqbQFu/zPAfwGrFoWnNt0EJvrZdsrs0bL73C/t3v8tDjD/PsbzzPH//r/4IzF77J66++za5393P+0hjoOlHUQxLVSQsUVsRrFSicOKKGweSGVNpEqnadSXZ9Fpmq/uMCdyMgPlW0gz7lNRnrFNOzKW+//g5PPHY3jcG1TI+NUUsEYyxowePrgCgL83ykUumk6Ne6xYoDDJESn6oca1rpNLUEhrffSW1gkGSySW5DEx4V+Y5mId5kc8EZReQrEkmtYi5Pmc6FLIaRLRu566mnWPWtb1C7fSPjVyb52Z9+l80bb2f7ymVIPSKuGZy0mHVtdCTk2gM1iNIo48EwTUWwfjwKu6MiqD3Eu0a0QsUQNWo42yZW3uVWnasv6aOp43aReQpRYKGVRAsfuzBMZz2MrL0fpI8Tr76Gm5mhrhOaXnXq3iKfkwcRmRiAzPreGzq4itCEuGRQ9iriYSE+8XEzOssa6VCzZoOHxhjtuydSSXX/JFvqM6RfqgCpTnTXe6SczKJHiDjP+J3WzEy1+fk/vMQbr73FA489wLPP/zr//Ld/h+e/9mscOnyc3XsOcODAYWZnZnD1GFWPiaPYw37nOUoMjVihGhGzs7M4paglDQpIcRGHtdIxtSsP68OWhe9ZQWk+axNh6hFZexZtEg4cOMTVsxdZtmod46MnyXOLUTMo4o7rSuUegK6qYWjtM0rKMRTuICFyGUYsEkfk6RxZOkr/HVtYumELrV37iaMaaW4RpzBxQh58u8rAXJqTpm3aSpM2emB4mPX3P8Cahx9mzYMPEK1ezeVTV3j9r37Cnjd3c2jnXv7gX/we2//1H9Czfg2to/voNxobabIikZ8i0wtQfqRFGnnHNruVzVX9blA2wlw5BKs1xAYRi2QtdEWAfEk3T4XwKH368zyNVa/f7EwLqW9mcO39tM9e5tSunURakNwSAWKvO/miFSKlFwHKls02KLHdPFq63hdx3Ovcy5+wHKAyquAxMWhjcJnv0OjDmhKq/FnUcwufgQVSfS9FWlrppyxAkH1mg7iILMuJnEHpiLmxjFd+9Bq7Xt7DPQ88wCNPP8mOHXfy2CP3cWl8jPf27WPPoaOcvzLO1MQEeatFrANWiwWjhCxvI7ZOiQ8Y/PRK6zCMbma+kH1dMMcCe8pRMTcxGBMzMLSUi1fO8e7bb/H8f/4b1OqrabXPUK87JE9RrgecQnSOM/k8oaUCmKK/lsOSKw1OSPIWQkZLaqTZJK1rJ+hfvZW+zVu4+Ma7JFHEXJ6RZg5ptz1iMD5PvzY0TO/KVazctpWR+x9kaNud9KzbgM2Eo0dP8Np3/4KDb+3n1OWr5Ghq9SGOHDtDa6bJ5h33sP/lnyGSoQMgnI9NuLJnglOQGx9Ej1z8oab2h9I8Aa4AnEG0Q3SESRLE5UjeQivnYSg+LyraIiBVSY0qunlCt9DwnwtlTzG05k5qvWs5/L2/5cqJUwwBSgX49jymjHl1+bIWN0WRZ3d5ln947KCIu8j1KN6fRm8Zr0B7C6hA182yDGut9zZY8V4J3T2OxUi/VAEyn1Ql66JohNSpf1MYHVE3sQdadB5KWrkYOwfvvPI2r730CsvXLueBxx7i0a8+yTeefZxvP/9tJiZbHP/gOIcPv8/ZM6e5cP48UxOT3m8/M0WrnZHVmj5WoLWHPY5riPZpexEKPa9HcpUkBKh9NaoLHheHkJNmIHmbHKHVavLqKy/y/G9/myXLbuPauXNk7Tm0SbAu8Q1sRMilaHXpKc9tKch8XbWQqhgtgs5baAUzOJppSjZ9lt6R2+jfcQ9zy3/GtbkU3T9M39KlNHoHGB5ZzpL166ivXEXfti30bdwAPUPITMalC9d46a9/yu497/H+0VNcGZ8kjw3S06CHmHx8luPHz3Hx4lVW77iT9lA/zdlr9Igmch5er8gkc0rIdOVZyidQlRRUY+OlazZEUVXkq9ytk+D9+3wwrMVCogqoe7/GChtOO0LTJJ94YEIqNvEQQ2t3IE3hyOuvE2XgrCJSoTOk83m+BTT/rYN5fvakARNHoASXpxS9LwvopfkxFlXJ4Pu0mbffLs7XaOkIZWJvFTnnXdF45FylOunti5U+UwFSBKLLDCRVLL8O99BKo4ueEUrC4veBvUgbZi5N88M//x4v/t3P2LBhAxvvvoMtd21n0/Y7uO93fxPjLJNUS0fXAAAgAElEQVRTU4xNTnLh7DkunjvL2NQ18jRlbHqGsXaTiavj2HSOSa1JRVGbE7LcYitcTGmvIZS90RFMwwsZI75gSUIAGfE+4eHehNnZGY59cJQt29bTiFcjc1fI+2DStumPBojzCCtZ17Qo43sM63CIrmFUD2WxENAfJ/Q4izjBSi9Dj3+Fr/wvm4ldg97eJZiBIejthxxwKZmyXJmc4+DeSxx57w0OHzjI2bPnuDo6hpWQPdboAclp5SlzytETaSbHmxw+dJbbn3uAaNMWZveO04gEqzKc9r6LSDwkQ2IVWOPB5gK2wcexQjqWl0I0xCJEZCCWxAnGCSIRVupYYpgPYf0l3TRZ5ci0h+JOxDfiaiUJSQa9uTAxk6NHnqZ35Q7Ov/kml999j8FMEVlIjSLTgpJ8XqbVIvezBEqW9IJq4qavEqki7d3D5Rhb1HlwXbz006IiC0srsOJoOohrQ+jeYdJrV6kBc85Ql5hE5aS+ByKLeX4/WwFSZE8UpiF01ZUIIK6bOfimL1LKGxEY6luCc8KJIyc5dvIDfvaTF+jv72fNmtWsX38bm7ZuYdnKldy5fTuPPfoo0UAvkONsizYZabPN3FybaSc0W5ZkKmdyfIIsz69zuxVtM7VRJL3+VRvfoKXoiGiM8fEQJUQ4lm5YD40G/RseRLtpaAgDCCrvg5aGJO62/E0ASSsxdyIg8qilhWaiNUgOkUJm26iRJTRWxEyMNhkdbzFz9iSXR8eYuXyNixfOcH5ylPNXJ5gYn6XZbvqFazS61sAobxZbZ9H44isnFhVH5GnKgX3v8a3feJL1d9/PyX17EUnLAtIChVM53+5YiXfnqU5nhU+8TDwmlvMXEcHlFqUMyvhmPtf1QPiSPpyq/KcAMvSOWJ8qajNiXaOVWmYZYMVtO6ApHPyHn9C6NkGPK+D4wyYsH3GoC1sk7pXrGqdVh2Wgd3AA8jau7a16rwIWDWCr9Onfz0IiIBfo7R9CoWmNj/vlrrRvhNUV6lsc87sQfbYCBApXbMWVVQ0eX//d7oIhSqycKDJEUQOnLbnLmBwdY/zyVd7bvY84imj09LB06TD9/QP82m//Lg899wznD+0in73GspEhhuoJI0mNuN4HS/ph29D168hLtNLK8If3T3YsE8L7DMlySC1cOEfe14P0RIyeuEh+eRRjNJIq7OQsLpst4yqIMDkxQZamOOd8IK2doVptXJ6TZxk2t1hnyZotmnNzREnCE3/033FursWf/rs/YWwmI4vrTM+0iazD4mgZRy6ayCQkcUyWe+x/32yrmO9OAywd7kNrzYkPTnHp0igb7nmQ4z1/Q9oco6a1x9BRPoXXKbCmo4Z2t3H6eFThS35elU94cFnmrbPY+E6klcezeLfWIqKuqm9D5ByxFQrwPJO3ibRmPEvQI3fQv2ELYweOcfatPZjUIUlMmtsQq/Nn8XMfKsoXiQyZH68o0nidCCrSDC0bgbk2ttkiUpV7mI+woUKNy6c5Nj+gylg11ll6RpZAbpm6fBVxoGN8EL0L8GXxrvTPXoAEp3lVoVkwFFd9npWFEYWAU2pTn8UQ+VTSBENcq5UV7/lcmwsz50lbH7A86uWhx+7l0qHd7Pvr/8DG4RoqFuKkRi0ewNV6iCJBq85D89aF6+RpO0GnGTgphUf4YkeYGEWtVoNZw9pv/hojTz3JW3/+l5z4wYv0h0CmSlOcbXfdbZbZMisN5bvwmcx/xYWDYp4UtFJYtXU7W//Ff0mUNBidmUD1aJyJQSksDrRDOw9znzpX1uJU0xJ9DYfCOO0xsnAktYTRsQne23WA555/iqGN22jue5N6EvleCMovbavxLj8hQHR/AsERFkBxDgelMFeFBaIVxkS4TK6T81/SR1DJf7zFaJwmEodTvrlT7DJcnjOTD7Js4+Mo08+xn/wV2dlr9BGRigPjsa1UUfOjgr9nkQgPWMACgaCjCc4YkuEhbJoirXbZsln5dpZdCQWftvCAzt5FQtdEpcldTjQ0CA5mr06ABROD0hIKDW8cl10s9NkLEKhESRf8OO97qmth5MHNVLSt9VWbBqcckgnOOow2uNwDnNXqA5w+cpSrHxzjvkfvY/alXvqal1F2lmhO0FKjGUUom2KcpSpAtEgZC1FKIQFITSmfxYV0mmkppSA2MKPJxmD03RrLnnyArVs2c3Hmp/TO5bishVWQ6W59vSa+w4vW3mXmrJBnzvevUr4tp9KKPBeSxOBoc/iVndz7X/0bHnz0UQ6c/bvSnZaLr1LJbSiqDFuj6NJobQcATwQQ42FTQmZVJkLeTNm7+z2e+63nWPXwExzc9TpD9TqRAzKHqkOGlECNn8hnLJSII8WMCMFNBmCFvNlG4etCgu+htGK/pFsjJUUNlsEqRaQ15Ia5pibuX8/SDY8wcfAkH7z+Dr2ZEDvFNBaJfNsEb3R2F+8tRv242s4arYh669SXDDE3OYOd9QIEVWQUXN/6+JeJguNQPliuLWr5CNlsm7lr48TKuxY9hEmxExbbzHbT506Zk4rGj1JYK9hcEKdAacQpbC4YExOZGKUMF69OsPedvcSr1zOydRuZUvTUa/TWNf29isE+oX/A0DsU0zsU0TsU0bckpn84oW8opmfA0OjX/v1gRKPfUO+Fep+i0adJeiFuCHHNEcWWxpBh6tpZJj84xKanHmZwy0Ym2zkuoONqqzHVwym0VZCBazskd+jQJYygKVlnUdqR5RkmUpx77yAXdu3h0cceYfnypeQ2RXAB6NELvRLoB9/NrGjcVUDBFMuzgG8Gj76pTMypkxc4d/Iit93/CNHSEabSDCuaOKohtgCU9L/xe3EBv/NNUNW7oghFhMqPQ5QgFtKZ2TKL5npgzMI8K25KOurklwJmHgm+1a9glfFIqyJADzPpAMtvf5goWsrhF15h4sR5dOaIUNS1DhlbASk6CO9fZsD5Ju7Ev1Ye+0LfKaBI6oN99C8dZurSFVw78y7lSvpVcV8fNzO5uuSuO6T6DfyiVxqiiPqaFUyPjpFOThEbELHeffU54cyfi2FWXVhdR/BdFozZUbz3Xc5ywT8oMex+eSe0IlY9/Ay5HkTSOtjY9xHJ8uDqYeFDIHM+pu1ycBacUzirQmZvKITMHUo7XC3FpmOc2fkK8RLN7c8+gOuPkESRlf1Aurmc6jocWiwa61/FonFocWgcsRbs5CyHXniBdWtWsnnLBoyyGCwEfCwtPvVYKnPoN5Mqr+Mvr9ChH4NDwGiiOOHilTHefmMnyebtrLznPsZbbZzWwfLyCMBafDV65KR0Rd7yxpPOfi0EmSsZlR9lNjUNzhH1NEpAvK7LVP0P8/zfXwoRgp/Yq9RKZd7SVDG59mn1s62EZOQultz5FSb3HuXET18lamakmUWJIraK2KP0k6t52voiUZC71nTlb+BjIH0jwyRDg0yfPY9xHtCwWHMQ1tvHXCsdmSM3Xm9dqbhe8a319DKyagXTp8+Sz7XxAMfeG/B5oc+FAAG6QQ4rD6lwdzilwtH5LEqRIzQaNS6fPs3xPftZum07vSvXIVmEYMiNJZKM2LkPPaKAcutCANnBde+Vg9gZiBQ9LmP66BFmrpzljm88xtDKJTix6Njn3RcdPBwe5KR6OGW8higGLxYMVjQWHV4NDeDwq68yNz3G/Y/cR2JUSK/0Z9ESajbK6F045lfBl//5zCefS6Vpp443397NXCtl/aMPonsafhyZYHTkUx8FIhEi12EptwprcsNNHziCAHOT0yBgGnXfMrgKISAKwrMurVNFgIb/BIGZLxiVtToqxSoh0xFiFIgjt3WWbn8akqUc+vsfMnv8DD0qRkUK63KSXMreHlZLp8vdr1A4l0qH6sjH+eUS5fBEWLJmNcQxk5evelh4pKgE6WSCqsovb8G0KoSHCuCSSioHoR9OUTMTlm6aZgyNLKM2Msyl48dxqfOtgovEHDXvHhYpfW4ESBepee+Lyb7BIsoTmEtn2f3Sy7B0Gf137WDWKGzksNqCEiJniSQnEkvkcv/Z2fDZvxrxVkCofPAWgXTeG7w1YkXRY2IaUzNc2bOHwe1bWLHjbtrBYtEqB5Uh2h9KZWgydHhV4kCK9MLrD3GagbjOxKlzHHzpJR66/z7WrVmFs1k5DlPcfDEpXQflRDlVhcn2CKBplhHHNU6du8TB/UdZfvcjDKy9ndk0RcU+3qTwhWgmpPN2VvqtcezqBimLSqU4jyF2kE9P4LI29CwhVzHK2ZA+iq+KD81+lKhw0CnA+jJQQpd3UcBpg9UgztJMDcnSbQysf5CJXYc5/ouXqGWOtJXhtFfAtO60Tv2oXjafFZVaf7BYS8W90sSqqDnNgb51ayBtkk1cITYBfBUPciohuUBV1/AtFO/5NeslmYhXEL0iqHDioZpUsbh9BJ22g55Va0DFjJ32fVZcWPy66qBY5PT5FCBChekVDZQkMPQg9YN+jxJascGqhCNvHGD2zBQj9z/O1EAfuctoWI2hgdUxudZYrbHGYI32h+68uhAwkEKjqBwoyE1Oy8zipAVxylJmae16E5pTbP+9XyfvaZDngjOaLDKk4cjCdaWSk14KpyCgjBIMglG+IrxXGwYFjr3wMktVnYfuuw9tNLFoTK5BJb75zQICRKrvle/ChtO+V4jz8YxMHGPjc7z5+n4Y2cKah59lThSpzrBRDkjo4ubRkP1++xisRXV86VYJVvtGZMoZsDG9GajRC7SuXCAeuQObLEelTZ8RBihlveAVh5aA4ivzLvAlBVIoWwOToGhDK2U6X0Hftt8Ct4JDf/7XTH9wGZMYtFEY5XvKTBtHFvkC0sT514KDLwb5XLii4gDuiYBYoaYjMpvTrBt6tm/FTo+irx6j3mMRDRpLGuXkOiLO62hnPn5cJwgxpyBXkOvgTC6Wn3jhq0UROU2WNKht34G7NE129BJ9WVwm18R5DJKUp13Ma/hzKUBUxUVR9FFWSgI4o4RDhe95t4apJVy5Osbhd/exZM0GBtdtYHLOUo8SBBMyI4Ir5AbH/H+nPDoKi9d+FZnOUbHFXjrPlZ1vseqRHax48I4Ag67LxaSdCiZ1wdD9OQvTtzSJKQ6/nNppm35d49KBI1x8732efuopensbWMk9QrA4lDGVCescKoy/E0eS0raOTERPTw+C75uwZ9dezp+/wpqHHsMMLmFqLoNcYUJPFKvpCqbfMlWwmaqvhZ6rtcY1mzSvXKXWGESZXpx0gunqut997JF8YahIY+3UKvnZdEAWJRiXkTRnyLM+elfdz+DaLVx6+ee8/+rrxAJ5JmityrXsVKeZnC68oAWjVYtktlW33uCTJIUcoX/FMCOrVzI3epX29EQJptgdN1HzT/fxqBN0DDG8sGtVp5+StQ4VJQxuvJ2rl64xffEyaB+79YWeiuuTRRYnfS4FSOGBKYSIL9VQ8w4olkEsgDFMpG12vfwGZIq1O+7DJT3keRQQnorOenT7MK87qLwW7736oZxBuxirNJl25JGlNxauvPUqNCzbfvPr0FtHOSFxUMuFxApGQgfC0p0kpbgQKfz7xWcfD8qDmuRGxzj4wxfYePttbL9zK81sjrgR+diMs/MgJwrmUgTYgxUnnSQFay3tdhuARqPOuXPneOuNt+i74w5G7rqb2QxiV0NbTa4hM2V8toy03BKpwoMcPkLYRA7E4pTCZpax06dJlKHRN0xbaogynplhQKKQQNF1lnKt/FOj+UknnTiYooUQk9JnNamsZvndv4abnuWd//QXtCZmSHREMWtesy9cgxIUJ7qysGDxzHHpwlYQGYN1jlzBig3rGF6xjGsnPyBL2x2Fo3AtdXxLnXN9zDEoFZInw54u+gmWyYEKMisMrljNkpWruLL/PeamJkgT/yUj3q1cNYMWy/wuRJ9LAVJqDsprqvMU7BJevEDdStBkYon7+jlx+BhXT5xj6ZYd1EfWMTEHGaprMxQaww1PXL4WoynGpVAS+zRaBKscmIzmhZNMH93HpmcepX/zetrWQ4hEThE5n7rqkwFUeXeqcrPFJcPIfFxHCZGGYQwnXnmNmaNH+NY3nqEWK3KboUxRZQ7VYscC0JKQkTVPDUNEfIc0U3REU+x8422acym3f/UbSGOIPItRROTKB1W7+1vf6nKvAvIVMPa+/a4oR2YFI5r2xcuoNCceWEnb1REV+rI4hYjupJhSeZCLRTv+jKlaN1UWwpYxDJDMMduuMbzpK9SHt3Hs569y5t296EzhsgLcpogydBZgZ3V2b4Ff9RwXTMw7rgnWs8YBqYbaqmWonhqTp06SaKjVIp/2H7IPywDKvO6KH4ukEB5Va1hK9GqnfHbo0tu3gIm4unsvSaTIYr8PjADK4fuRfsKxfAb0uRQgN0fFBgCXtbHOoRsNpidmefvnr5GM3Eb9truYlcRnPwVmeasMsPrtoskUCurWX901NCqd5Pwrv6Ax3MOWbz6F9CXk4gPBEcpXt6tuK6jcvgsOxy9Gi6XHGFoXL7L/Rz/i4Xt2cPed27B56pvWFKZz5bgRNHTxb1prjDGAt0biKOb4B6fZt/99Rh58gqGt9zDWysmch5NxuM7cleX0N0+q630oNvAOMsDhtCEWQ+v8Jdqjk/SO3I7TA2QOcA4jEQ7js+4qFtWX5Kl0Z/kPNKwmbfcw29jE8F3PMHP8PAe++wNkNCdWPUTG+Crt8lEuUv1Xrv/oCiaNh4/LRdA9MSN3bCKbHGPyzEnqkW/gpLVvNe1T2AP2Wtepb+G+KzEhhRceunCTFJag1ljxMEN5FNO3fhPpxCxjx0+QRJApX8SsivhukUFYaoGLk77AAqRDzma+6NRpRBmO7D1INiOs3PEYU6pOngmmnArPfDxmf/UID1bmC40OCSDap/wm1pvIrlEjjiyzh/ZiL55k29cfp3ftcqadQ4zqNI7BrxkT/MwsJMvm8UUBkkhRs45D//giydQUzz75GFEExgWXW1H7cR1jl6pi2n0Z5UH2CqEzN5fx8i9eR1SDDU99jcmoRqYVNs2waV5aOx+Hbc+fSy80TXCZOIhijCjS0TFmz5ynd3gdNh4iL7K/nEJRuLBc98n+SVDH6UnplrzuK6U1XrMJU60h+nd8G9W3miPf/wGXdx+iT+pEKiHPW8H1eXNtoH9lVOyPoGEpPL92AZYky3IcjqivwaqtG0nHLmMnxnw6vhOU0uiQeeWLYEOLhVJw3vwC6ng8KgKE4JYO5MS3nM7yHN3XT/+mrYweOUPz6hhSSbsqFCFVfZKLeC3/kxAg2miM0n4LxQmXLlzhg33HWLbjYRheQZZaIu2h20t3UaFRFG6Q0jMiXby9E4/B40mpjHqeAxorNdKmpRZrZGaUq3veZmjjatY/ci9ZjyLVilxccL14C0YHf/OCHLmyn7WAaMWUS2kkmmuHT3DytTd49MnHWbF0mFiEREdIRUB1nafcfHJdJk0XppDSaCL27D7I+++fYM0zX8dsvI2JNKWGpjdKiExxnVu34IqpLW9XETRDQWkPl6IdMDPL+LHjkAwSDaxExEO1+H1vOv7vwtE8b76+uBQgMbuwN9T8r/gXpZluRsTL7mfpPc8zue8Yu7/3Q1QTIh3jWi00nU6di5hvlanahbIOdPZRcBUZoxlYuYyBdSuZvnAW1ZrxHRWl+F1IYJHChcXCittH0Pz9UxhuhQehQL5WxpBlMLB+Lb1r1nP2jV3MzeT40rGOm6vYlzc6/2KifwICxONZRRiUU+RaMzU5y95Xd0LvEtY/+GCZEooiBOWD5l4ErkMGSpHxVQiR4vzFdnPaoVRGTyYhJbhGT1ZDW4eNMk7teZd8/Brbv/Usg2tW0FIOIhP89/48WsDIjVZxR9WJlCaTnCkcTgv9DvZ8/4csSep85emnSdDBkik0ycqCLLNqVFn8dMPZs5bEJLRnc1599W0YHGTrs18lVVDTmobS2LwCr36Li93fThHzcWUk1PumHbkTVA6xE8bOXsDOZCxZcztZbnFZTqQiwHTVs9xKDv/nnYrudqpAkJWy+zkQ5jcoRlYEW1vCynu+BTN13vh//iNzF6/S299LO08xrkXNfD5YQie3LMQYwl+s8vs9jnxd97ptm2kMD3LxxDFscw6jgIB0qwiKygJnvxXp2fXVrhiIKuffRBG5tShg1batSCtjdO+RkMmoiJx/ZlbTKWwszr+Il/PnY7V8IvLwJgXsNKJQUcLh9w5z5eJl1j38FK3aUqzVGKtQ1psduVicsl64OB/SkhKGpFJvfYOH64rvZBk4y9CSXtJLJ7m6+y1W3HcHK3ZsxmpLHmlsZPDVHZqy++ECqlCV0SsFJtbU6hpSYVBrTr25i1O7dvPM177CYI+m1ZrE4V1MDp/JpUWjnReI3mfstdeFXB9K+aCkNRGZU7zz9l7OnLrAlme/SW3VemZmM/J2Tib5J1L2O5Arvs2wFNXOAljvikiiCHv1MuNnzjOwcjOi+mlbg4s0gsOIRqFDSvLnBwriU6HSYsh9LY3SaOdrohwarWKwEa2sl771D1BbfQcnfvYqx3/6Mr25pj2XktkUE4cCOFGV1bc4uVenDZ1QFN16CKACksd3zBzeth1rLTNnTnowUBTiAFyliPD6s3+SBe0FgXhh5nwbBB1pVJojjT76t27n2vHjTFy8RD3xy9XkYJwKsZxuPIdFbIB8cQVIweYFRYqmje92F4khqfdxfuwqh3bupOf2HbjbH2GqqajlYHKFaEVLOZxyvo2rVATCQhcKPiyPchrTjBK0KGJp4ZI2KlaYNGdZ1Gbi4KsIc9z1jSdI+hJy42grEIyHMNG6khGmrrtUQTk5Yi21ltDvIvqkRtrM2Pv9H7N+5RAPPboJieYQlWONb5+pxRBZTWS9purUgh7zrms5pZgWcPUGo1cmeO3nbxNvvIeRh59hPI3BRJ3Kso/l91CVNGAvSJ3OfK91IhIFLnIQQzJ6geb+/Zi+NdQGtzOT99BWFqVSImuIbIToDKdzCj1cflVof58RlWgtAqjU98dREdpBjAaJiElI52qk0VYGtn+L7NI47/3F/0d9fJbeVFPLLUmkSIGc+W2DF/f8eQ3f13EZEWIn5NoxZ3JkSR/L77qb2dOnMRfPMthjcFpjnQKx5CYnN4oF2eAnkJuCITNCZsS35VYRmUuJMqG27g70bdu5svMdJqfGMDomSRVRrqlZHzfJjCbXevH7EfkCC5DqxPu4ht8IVily7cHMDr71Lqgaa+97kOlcyAR0ZMjzHK06PsziVDcKOFd9+KpweYViwCKoIs6RxIbZi2cZPbibDQ/fz/I778A6i9EWlKPmIWhJQxfGEqDwBrdXZHs4FDmaAeoc+MeXuHr4fZ759rcYGRogVpC1WiglmMhQpiiHO/qo9VnUuohS6Cjm1ZdeZfzcZe5+7nkYGWE6zSGjE6QPA775AGzo1z2vKNR765TPCFLis+hEmDlzEloZteUbmM1BXB4KMg1GBK9ZVh7IF9ydVb09f8sZmpzUxKQYdJ5ibA5mkGXbnybuW82+v/k+x3bupmFivyZUKFwLRWzedVs808/B/KnS84kW/JoHlmzZwPDG9Uzs24udmUabagEwnRhnWVwbaro+0S0XLm+Ig2dXiSAZzAgsu+suotxx5fBhcgs4wSgFynsfyqLiroDM4n0GX1wBIt1vVai3yLWQatCiOLHrPUYPn2DNjrtorFzLtBicjkIwuwjO6S5/8vWXkQ6vCp+LIj3pfKkUJHHW4tret9HDQ2z+1jexiUErLwJqFgRNq9qlRc27kcBwFR7MUIki0zBLzkBPAxkbZ88PXmDrps3cfeed5M1ZkgBLkdk0BPo/Wq8sfLdaKRIUWbtNLo6Ll67w0gs/o75xIysee4Q5lWDyuHArd35/S1k8xcYt6haqA/TvnbU4ganTx2ieOkHfmi2YvmHfwVEMSFxaVf/EHFglWaXRZBhSMu0FSE8SMT1jUUNbGNz0CKNvHGDv3/6YqO2waU6a50jFjNFlvEwt7uhtoI6nAWzYEyZXNB2seuguooE6Y8ePeyO5TK6Qzo9DkFtCjFM+TGv7iHFUKXJQs35URkBlmnzJEMvuv5vR4yc5cegIifFjcUFJKp6BKp/Bwq7sxURfXAFSEd5lUEt8wKolUIvrtMbmOPTy65gVaxjYtJ0ZScjQJFGCcgrEVzl7/2oVPKMSiygDwBWdQXX+WgawQypwwziaHxxk6v2DbH7uWZZt30Te9tXyCofTqlNCpMr/dd9TIB2KoTINWSTYvM1y3eDgj3/GzMmTfOubX2dFfx+JBnBorcplWZzwhi6sIntLBKN8UysrguiIV156jenxaTY8/VXafUtwNg5ZbmE7dxUt3oyoUuW9diqnu8fiQhvhfPwKE4cO0ju0mr5lG3BOeyC8ED8qcMoqv/6I639xyKoAyRPaMBuEdkuYi9cxcNdzMGU49Dc/JD1zlaWmjlG+k30ndbSq+cKHrY9fNXWPywOiOuVjaMYJyaBh2X13ko+eI71wnprSZfYVVCzkYquFdVcW194idX4SMCScb3UgyoVMrARWraG+bi1n9+xn+so0fbWG31fWhb5W/iy6rJAvBN6XFshnTgWzL1hm8eoKUSAhPfXtXeRzKUN33k8z6SMVg0aFwlRNZ2m4Bc5/E+OoFPGBb1pomhOce+1l6muWsO3XnqbRq4iAzDhcsI4WPFdFcaqidjgtOC2IzehRwtyZC7z7gx+xY/sd7Ni8Gddqgsu8FDWh6l4pVNhwN6SgneEsWiuc1jhtOP7BWd7ZuZ8lO+5jaNvdzEkN68BZXwf8UUWLt0JFcaPWGhTUnDB65DB2ztKz5Dbato7NHeIsZdFkZ8YWs/X/6ZCU/yO3YInIraNhhNhaJps1Guu/Su/6Jzjz4pt88OLr9LRBtXO/+VX3TnFV+cHinb4qWpTWHo3ZWl9vIQJL163ltru2MHr0IG5qnCTgwlVdVr80EoJCA6IdTgnTmWPpXfeidWrbCTUAACAASURBVMKZXXupAdo6cL4TKXQ4TKnwFkbgYn0IfIEFSGGxFh6RImBsRBGJ9qi4ccKpU2c5dfgES7feSzyyhrnMV4gnxoRFoAsvfdfJP0wzK9w/8xtggQKtaESa/MxRmqcPsemrj9O7ciVoaOscazPqUnks869VGif+fB7I0KEkoNhKRl3g8I9fJL94hWeffYaaWGqJAe1wyoL2iQLX+Vkr8Bedro/iO6SJD8RbZdCqxmsvvkVTEm5/+uvM1HrJXAdL6LrNKRWN7yZU2vlQHEr5Vr8AkYHpc6eZPn2GvhVbyKKl5OIQ1SZXCh3Sl8tU68WqQn8sqga2w9HlNoxwkhDrhLo45mYy6N/Msju/RXZ2hj3f/QH5tVliURAsOiXiGyw5r4TklditsKiV35JUSL8QUTijaAOrtm6lvmKE0aMHkayJ8jDT1+3JT0PJmU9+/SkyA047cmXJB/rZ9PCTXDl8krEjJ+k1GgKvUVoHGCM/8wUMSik7FvEa/sIKkCoVsVRR3jeZOJ+umNUSLo9Psv+Vt4iGV7Ni2w7amcU5SxIFlMCysX2Fk6t5XpJ5JBTFWBVGXPyLKOJYk0+d5ezrP6X/ji2se/IrNEWI68bjAuc+oFDNkfKbucPwVWD4LowlFlBKULFhsJEw8f5pDv7kZzz0+GNs2XAbreZsCBRSyb6adxOl0CvijCGNVzsfREKRK01k6hzafZg9uw+x5omn6du61eN7hY3YddaKp6DqFvvQ51XZ2F1uMBGcNsyMXmP0wD6SwbUkSzb7zCHVxmpVNrrq2KCfd5IbvBbUucPYJCiJqZkEyRQzbojeDU8Qrd7Kge/9PRf3HSGJDLZwW6kALx4K6pxS5AW68uJ3v3eRETDaYBMwvbDh4YegnXPl4AGctMmDY3i+gvRpVNxXf+3RJPxczsXeOzDVzqjddhs9m+7k9Ku7cWMz1DCdXjoUbSECqng4T6nXfaLR/XLpCy9AwuMpex5HFhKniZIazUgT9fRy+O29TF4cZfWOe9BxTNZOwdrghwxurKpp/6FmZYh/lEVdxefwU+frUpSaY3T/O+SXR9n2m9+hb8VKjLPUtakE0SgXU5ENVdq0IjgEq/wII+vdOKm2xFpYoWHnj16gNTnGf/Y730HjsOJrQjrMVVdGTenO6I6T+MQD/3eHVZo8dTAn7HzpTVytzqavPk0HSqN7ajo9UyrC4CY0vi6tsPK2jSZSMHPkIG60zeC6O1HKIbpJrhVGNOYLFUWvcvOFDspX5UIRajtleiajd939LLv368y9+w4H/9Ofk81AKgmp8esGglezAuiZ63lWx2LlXvPGaJwvFs610Ld8Cet23MPlI8eYu3yJKFG4Kqeb51b+pBbI/F9rEaxSNGOFVb4l9poH78NNzHFh53v0iU859qHJjvUPhF493e7qxUxfeAFSPoCwK8oGUNoXH/X0DXLhyjWOHTpO74Y7SUZuo92C3GqcMjiVg7IY69u4ipIugXA9BVdOge5ZaTqllGCBVAn1HmD8POff/TlLd6xl7eP3kqZ+PVnlwQyrbgRvOaigORbvOyauKEE05JklbWc0ooiJo8c59osXefSpx7lj4+3Ydps8z8ixiFY4m1OgWF2vhXW2hRZf7V32TtcakhrvHfqAw++fYe2DT+GW3casROhYkbvUt+8VTZQbX6ApRa1w4dj9mM8zVwxosBdOM3bkGL3LtpFHK7F5jBFfu2NL83Cxb7+boS6HUueQ0H5PwqEE8pwoB9tOaMpKetc9Aa1e9v2Hv4KTl6hpReZ87ENUAB1UnX4uHgXhw63rRUOVMaoccuWQWHAS0bN5K8maYcb2vkVv1iKJkkrEhE99WXRO57MAUy0Y7Vs921xTWzLMmvse5OJ77zN+5ESATarogixg7Kmul0VLX2wBInhtQ0wATlPkRmgbR2YzYgx5rpm2isO7D0FtOct3PE0ufYjUsUojOgUykjz+EJTXyhJQQqe3gOscyv9NDLhEU4s1DXKu7P9H0uZxtn3nq/QsHyIVX5leyihVYRthsxcCRQXtESDXBqc0MYYITSZCX2rZ/xd/SW16kue++Q16tcYosEbIlcWoInhagC52qEAFVWgiG4NEKNFE4nAGppRwdnSSV17bR7RsC6u/+h2uuoiWzX1fdWXRTpPkCcbqTxYNLLQy5d2PPW1FPD7D+IHdmGgEM/wwrfYgic3JVEqmu1nuF4cKN2ohRAoAc4vC99SOXEQ7X0Jj5eMs2fAkZ984xAc/30MyA5HMkaicyIUQr/Ixj8LqiB3U82CNfISbdjFQObxckRnBxjlWaqx+9AkwTeYO72QJOVHoEfTL9AkVMTerYE7nRMrSl2nSZkT/7XfRWLaOS2/tIp+Yhsh4V2HZCoFyfReAkO6XJ+8+VfrCCpBOcVo1mF00xQmfC56mNUf3H2Li0lVG7r2XvKcPm3aauyiU7yF9o4VXpEuUwYPrjyIMrxUY5xCrqNU00xfPcmnn66x86B6WPXwfLeVIDKXbx8vA0G1RpFKfUjjLCtyuAAXvfVEANKKI4weO8t4Pf8xTTz3Fpg3rAEsMIIJp1CpNmKohHjVvnxWdED3jsmL9uLRhz649nDh1li3PPEtj6XLStiNWlIHsTrtbrrvOzZMUXjs/Nm1wwPTpY7SvXmRo/R1YPYizCgnd5jrP5pYvtohofoyKskiyq0sm2jNIrWjnhiYDDG67D3Jh3w9/zNjlq2SxpoEicQUbDQgANzoKIfKruO2bJr83cy1EUYRxYPoarLl7G1NnTzN98RLGaNAewv0T4H1+OM3zthoBmzsildCKIpbtuIt8apYPdu6mHhuUq2YrSik4FmIhN+nx/ZXRF1aAFO4S/2BCYZ90GG0ZkxAhNhGj5y5ycv8hejZsQK9cQ3su9znaIXDtPuwhBktnvpehc3QCdi7PcK02rq2pxT30Ksfld9+EuQk2/cbX0EvrWJfOw8PpXLxa5lAKGSliFKF8UQlOhHqk6ANe/cu/oSfLeO75b2JcinE59SRizmVkBXR3xcjvuLOqu63jhlP4rCiF4tSp07z9xptEGzez7v5HSHPf8zlyHuAwjRxWh3OFIPrH2Q+FrHcIqfYAlHMXTjP53i56RtYSD91ObiPiIob0hTBB1HUfS8YeYmxS4kAZ0tQxm8X0rr+XxuqtnH7xFc6/8go1bUkTDS2fRFJCoFc9YnL9sv1l8NpPi6SwnpWQx37Nqsyx5s6NLN+8lvMH9tMan0JFUcDBq/q8Pu3BdM6tRYiVQokmyxVmxQqW3n0nV/Yf5MqR48SRCXGPjjFZLNf5nspfmsD7FOkLK0AKh0zRC8O/QhXGAPyzMVpjW5aD7+wGkzBy1/04U6dg4UpMmbm04NpTldcFjupvtFh64witEtqpZUlikMtnGHt/L7d95UHW3H8Hc+0cUMEV1Okq17E4Ch6ggtWhOoFBVJepNBLHTL5/goPf/wFPPv4Id2/dhMnbKJfTclmnaFHoykxBQqxIVIjn+KOoy4iiBBGNUhE7393N1PQsax77Knk0iHU1lGicxrf21QSrr9gbH2MHByHtrKXtNCqqk7TajB94F6RGbflWMukliXvLZw+LW3v7aJrHxss4UqGXhO6BEgERhgb0rmLo7qfJJ4V9f/191OgYiTG48Ah1V5U/nTWq5i1b1fnnRU0CNlKkucU5WH3fdmjAxJEj1NCI0jhxHrFAhW6cnzJDrq43cXglRsfMtIW+226nZ/lKTr6xk1qaY5QG19ljFHyJihCpPJPOPyxO+sIKkFshEYh1zLFD7zN6aZyVdz9C3uinneeIgIkTqursra6/0kAR78JCLEppjNbEklO3bS4c3vP/s/dmMZYl553f74s459ybeXOvfe+q7qpeqqu7SbbYJJukyCFHskYazYbxPIyAsQdjwJgHG8YY8JuB8QLDD36y/eAXAzZoA/J4oNFmS5RkSaTEZjfZW3VVdVcvta9ZmVm53uWciPj8EOece25WVrGr2BSTbEbh1s27xYmIE/Ht3/9DEsezf/urMBlL8KpECO6SjdVMxDwoyki13ojBeZIQ6Kjy/d/5HczqCr/2za8zJooWOamxpGlS2l9HY+Oj7yhyKsWjONBQZ4V7X87Bprx/4QqvvXaauec/z9xTz7PcjwltSgwB9jRqjvxYh1dJjAESvDe0FO5+8D7da7eYPPQ0OR26PY8VW0pv8okTi59eq+2Wpb3DQMk8XAFCRp63mT7yPOnuY1z6sx9y6wfnaAVQ77A+gBE8DDfjz0mLofGWZHaKAy8+y/r1C6xdvshkeyzGGnjfIHSPJL48+PoNpm4MhKIgYMmTNntPPk93tc/lt84wpkoIRYmA/TOgXnyM9gsGAtGObA3Li3e5/N5lWoefQvbvZyXvklhL4WsS/kg2SYGGg8FQBEVNICZXK+1MWP7oXZbeO8PRr7/Mwc+dQhJDkqU1xEElIVYAiqLNTjdfUEu3gSLBM24Mt949z7t/8m1efP4Uxw8fJOQ5pl9g/GjC471NqQIBVIecK4RYu0PU0u8V/OWffY+QTnLga7/CetImj7E+xIpPYdOhfbhDU+WmqIKUDvIQotwX1tZYOv0W7em9pLNH6ecGDaH8fpTwtNKuNtlqqgqT27nVfLcaL6XlX6LpynuwJqO34fDpXmYfe5H86iKnf+9PyFZdXRkv0YgB50ZyVLevaNuUN5qP5mdVS0UZOI/ZM8fUU4+x8NF5kvXV6PegrDpYz1t+osmRUgpLA6+4yWl2HX+Wu+9epndjgcxG06trMO/tvP0+zj34BQMpJXyfJGxs9Hnv1Xcgm2Xm5Em6GlX+gfMRnfcRN16FdioS6zN4Y/DWgRSlhqEka0vceeU7yN4dPPOr38DahLyIdTaMtaBVnWUaCMFRgrlnE1be0dICMj7RIsk9b/3BHzKRJrz89a/SMsKYB/FaKjfNhMd7OmQYSRbKK8c6Bwpkts37Zy5w+vT7HPzSV2kdPMx64RFRjPqyOBT1eOQhCVeNYVRyEYMHNQRpgwvcfOsH6Eaf6cPPgp3Au9HStrXpcqtpbWMhsB6e0nB+NY5uqYkYk1AUgYkDJzH7T3HhL17j+uunaUmK8VFjVYnw4qEMuIhwNtt04g9oW404AwoPu049SXtugoX3zpG5HDURILGJTi+VEPEoF93KUVSakqvvKYCFvnd0jh2lPbeXK997C7/cxRqQUgvc7lFues8fjc/Kraj6aWcg9X1XNE0IIlx7+wOK28vMPvMUyURG0c9BhKQCY3sUs0jDeaIYnBi85Ig4nAjBGna1ErrnzrJ6/l2OfePrHDz6GC54slYWzVEhZoIbbSKmxkk03e3NoXmveAOFOmbGLbfOvceZP/kTvvz1r3L86FHGVcjKeUU3ytAYG4EJq0vEPINomh0SsApORYJhfaXPK9/9PjIzw5EvvkRR7iw7wuwejVrLpr8T9QhCwThWWqxfv8TS++8zdfBJsrGp+lCPwKFohbYqjbyc8vNtepKbGm+dTFp9JpGJJ0mbIve0221mT7yAu9Hj3O//EUm/R+EF6zOsQp6Mah/DK2zPVu2U+7gVR7DgEq+02wknvvIF+suLrF64SEuI+UAq9brpSO8PO5jNN2L4kMaNEWsgUXLn2ffc8+TLXW798CwtFQof85RIZbTvbdiq6elWU5ahjPrpZiB1E4JXsnabO7dvc/HdC8wcPEU28wSDHLABVTfClh+K5DQkR8FjKEpCXOWLCIkRpHeX+e/8AXZ3h/2/8jVaYyltVYIXvEkIJqAmkFvBi6n7bJoiKhO5aIRiDwjdfkGrEMbWPW/+zh8w00556eXP0pYCawLGWlQF5wJaoduqIBoxtlCLaiz2pGVmftSbAori1aEm8Nab73DtyiJHXv4m6Y6DhLwsq4uD4KjReh+WidTTU1TiNUXBek8HJen1uPrGmxjTQaaepK8dEC0TJQ1GMrwIXjyiAetMTAqlDEzYpoBPtbyiMS+gMIITRYgO42BSrHj6ucKulzBzz3Dhj/+cqyXB0lCgJbx9VZ+iDl2Hbat5wahyWOm9W5lSBCF3YHbPsevUk6x9eIHkzgJt6xFcxH8zYYiKS1MIepjBlDeiSsJqPLTOMwGP0vVKOj7N7qdOsnTpCuvXrpFkMYzYOkpH6PZuzVwzFSLit5R5aL/QQMo2LIWHeMWkGau9dT44fRYmjzG553n6PkGsw4V86POShxMchvRPEPEkeBKtfBoe6z25etKWh7PfhatnOPyrv8zkgT2EPCcRS0jS6E0QKGwsitXUbLa4GhFX2CDWkHplL5a7b5/jwne/w9/6+hfZtWuMPN/AmvIgeIslhWBq6JR42CxKipIQYeviAqhEJiKpYsYt167e4o0fvkf7yClmnvwsaxsBiynNhL4+uA99fJrnXbXcwIGWG5AVBZkX7r73HoNbS4wf/DwbzNEvclQDBgOS4jF44xACSUhi9cjt3mT0RSzNHBmIquJQBoMepDNMPvX3YCnj3d/7A2SgtIKQaIEzDi+GxBtSLzVkSVOb2ZatYfassrZDZUEqCXrFSPrA7DNP0t41y8rZ92ivrZOKw+LBeIL1w3ynkjD+WOOqItk2PWIhLmHDwdyRo0zsOci1t9+h6K6jiScRSEsqvO1jGBrjqyx3Na1scPCfgVP0k26RpWY2jThPInx07j1Y32Du8cfJSTDBQmJGNt7D3P+mNFWFE1eOdREhTROMEdrtjH5vjVvf/ytmj+7n4Fc+z1oCVgIm5FFeDhLRU/VBoVjDfS1qMMHgyqzjjY0eP/jdP2Tn7A6e/9wLEV7F5QiBdjvDJhZK85XWyZNa43qNrFzJUaOT21KEwFs/fJ28X3Dwxc+zkSQISTww1tbmv0c6wNUCqi2JX0GwgT5CYlPC3UWWPniPqb37aU/sYKMbsGkbRHCuqIxt9dr8TDRtGAxDyQCCxDrnOKzfoOuEbPeTdA4+zpXvfZ8Lb52hk2UE72tiqSUEjjdlwaRNxsht10YPDEbAiEY/pEaTUZN2hyTh2LMnSYPj9oUPSNKqZANQasnNbn/ciVelOprJnJVtTVRQD+0TxyAo199+p/xVHFOQIVT7dm/VLTBAy0HmtPZnqkR8wU85A2lYRbU0C7VSrrz/AfMXLjJz4inGpnfhC4M3Q+ypmhs/5JVqGlhJUlREOZqbrDUEY7j65qvkdy5z/Ne+hjm0m77rk+LKjPOENChWQ2MwoydCyv9UTIkOGnBGGSSBFvD+n7/C8jvv8aWvfZVdO2fQ4NHgMaKoloSHoR+kkWI4OqcqOTIoziuSpHz0/kd8cPoce06dYvrEU3T70VbvzAPyaH5ka3LupCwgVVBYz8CmGCxpd4PFt9+AwYCZ/U+gTBI0LWuUhJgAWQZMbE6F2K6tsvcD2GDJvCFRIUiCSMD6AS6dZvzI52A1590/+jamW6CDguAcxkSmHUTxZrMTfRurIE0HSC3xVv6qkvmVgQBOA0mnzaHnT7J2+xobi7fJ2m0CpimlMRQf+LHnXbtE0OE9KjdUcHGNp54+zsrVa6xdvk6SVGc+wrbbOiiE7b0RG2NMAxECp9w7VRGyTzkDGTbvfSwJ2h5n9e4yF997n9a+g4ztOUyRC051VO18iBtfO/0aDqlozopSYFEUxPwiT6czRtJbYf7177Lnped4/OtfYiMG75eSt8WEUfnxHh9wGb7aBMnzBgqjzI63SNa6vP5//w5PnXicY48fQbTAWsW5nMLlQ8kVKWOutPH/5kspIobggSRhdXWdH77yQ9h7kNnPfp67AyBJo/T76Byk0UqgSQk4CfgkQT3MGMP6xQ9Zu3KFqb0nSMb2kntLUE9iRmcStjPxvE8TpDzAgmoEtlQHob2PqT3Psnr2Agtn3mXMRzRiY2ztpaKcvZcqhLUSoX+qU7p/01EeQm1OLZlfxUgkVskc27ebuWeOs3LhPNpbZeALQuWra1D3T2q6Iy6RTdGLqkJn5x52PX6MO2+fwS0ulyHEpQZiZKRg3HbdhvU2KafmTTw3NaArWhrIP9WtMsFEad15ItR6Yvngzbeg1aF96AS5K0uFyqafPvylSnW3hIgvYSiMMXhfEIJDjNK2jutvvUK+usDT3/gK2Z6MwkR4EpOaoQmsbPczrYXyixUulRpIUCaBc3/+HdzN23z1Ky/TSmGslaBaYEzDNFDbme+d7Ah8SslEvA8gljffeZf5+WWOff7LuNmdFJKS1HVVHr7dwx+lWTkvoMFhQ4FbXeXWmXOYdJbxmSM4TUlbGUEdRitom59sHsBPqklpwlGNlR+DN2wMMjpzxzHJTi6+8jprl6/TqhCTS+k8+tnus1238zrU6npdUAEhVhwMCjaN6BAYOPSZUzA1xq2zbyH5Oiax+Fq3f+iQjUdq1TUGztM59Dhmbg8X3zgNvX4shlbmTAFluYbty7+hYQInnrfcQj+JQmi0DEZz1qecgcSmxFrpJhiCCmSW+Vu3GaznTO4+hLNjkdduxli63wM27Q4ZvRsl745QFNThpCKBEBxZ2+JXb3Pzle9w8NRTHHzpM+QZjI0b+q5HsCb6FmqtRkYuVbUgpdRJJCIJ4PKcqVZC7+Ytzv3ZX/DZF57j2GOH2FhbKSOlQm26qiSOkU4bobHNuWZpO5qqrOX64l3efv0MEyeeZebksyxudEkCmCZuV/n7ykFaF9+qpcWGhjVyt6JM7UuNLNGC1Hhc8PhBTvfiRSgyxnY/RT8XCu8RjdFXVW9BymwWHd6a7dkakq14CuvxolhVvMsI6UF2nfgyg/l1PvruKyQDxZa6qZfKXBV9ZklZaGubRizft1UMcAREVKJDPXfR3Lr3qePQXaWYv8GYVcQISlKetR+zOIyOPG15vJsFz5wxTJ14Cr9WsHrpWikcBqwaRGMASuWHqvf1PWegYnz3/qvy1oYHp9KAtD6XNfbf5vc+zoPK0lL2T6QDuVUKG/0+RpWWTQg+fLoZSHUblRgjb9VAMGiWMH/rJitXbzN16BhmcobgfOOWD51m9z4a9s1NV6qfQ5khW6q1NfBjeeO8cdjQZ/WHr0EY8NRv/h36mcUFhyZKLoKreNn9wjl0VFJPQiymJRIzYa2Ds//Pt+lo4Asvv0SaxsMWvCPCl2jtgB25gjYqBVbrp1D0ixhamqWsec+rr7wJ2QQHvvJlesaQ5CWIZUnUpMzHqHyQ0SxVAgSW69FcvXoM4vFGCZJh1JAFR2IKcmJN8NWLl1i7usDk3idIsnGcy5E6G77UqKr4fba4Vdu0eeMYJAXOKhYoijZ2+mmyHce5+dY73D57nnZpV/FSmRxKcL8gpF5Jws/GXJv7TXRUgxKEoIoPERF6YnqaPSefZvXWNbrzN2ibUJpfTU2stf5l2ffDqKAyfKr2SuVRqcckZd8hYCY6zDz7PAsfXWf5yg0kKcN3g5SRf6NmNSqNuBYEK6rQKEbXvGJ5LaTSpisEieEzzV833qs/k02P6hMpfynU+HrV7JWyemWI/pAw8JjUfroZSHNXeIkaCCqE1LK2ssb1y9cZ27uf1vQMxSBgjYxy5y0fpaNjhLBv3rDD7RdpmaAlWKGIUoinkxrMjRssnz3D4195mX1PPsmgiLUCHBaRpLZn33MeyteeWJ9AIYYNOxAjOJRWItw4e56r585y6oXn6Yy1sVZotbMh89iK3FRv1cpYVSRKyJKUAQFvUz58/xLXL13nwPOnmNi5G/puBKRRq8S+RqJfldRXMZHhNSumLATxpQaRxvokITLRXCBJWvjlZW6dOY8dm2ViZicalMg8Ss1miyltV6G8OdZgHEUSmafRgNExJo/8Egwyrv319zC9HqbSriQykQqx1pYO0KSZB3I/s9Y2aPeMq9Q+qve9V4IG0ixhbs9upvbtYeH6VfprK0gpWakxQ212s5b5MGpYed6bIuBQWh++RmKybzY5wcyhg6y9d5FivYukirVgwjDfqPJNbobXqYWZxrnQMpRetqA5Uj5ofrdMbNz8+6aJ5F6to7xCdV0qC0P8OwbiKDYoqY8CyViaUHmaftEAQwAcVhWhTT8P3PjgA+hMonv2kQ8AHVpjo/uoekjjuSmnbNUUJJTmsCHK7fCUKOoL0iQnDYssvPnXmMmEp//Rr6EdaFkQCUiZB1Ilx462OA6rAavR5FOhUYUAiSiZEcz6gCvf/g5Hd+3ixNPHwDiCz8HE0qhZMFH1vqfv8lxV0zVAClbA9hXjLQurXV557TTtvY8ze/wU8x7UeTQ4Aq5kItEhHDAE8aj4rVWC8r1IRKKEZiIsIE6EQqP22FYlc3D37Ov4vqO17zlc3iFhAiXDi8GTltLgkNdvW0LaICrGW2xuSUJCTkJ/fAdTB59m/eIdbvzwbVpFXBVQbBDSco6BqF37antWfbONGWfjb2eIppPydeXfydKURIXkxAGYFVbOv03qDW0yEueBAd46goyW7JXNF/g4rUoAKzUEZxRnIzP3BKz1GB/oOkO69yiSjTN/5jzWKUmwJGoJJjBIBwySCE8UE3VjQmsMka+im7QWAqKwFCKasHrUKGqkfoQQCM6j6jFGMQYK58m9x0lMoAzE3+umR5WaqSg5gQGeQkI0WZdZhMYL1gtJUBL1qA0ULcMqgVtawBOHPuUMRLU+pUYDKq7cbC0Cho3r10EDZtceVM2QampZwKd+mHpz3bfVuABQM5EG04gnupTkNeB9Hzues3HpLBvvn+b4N77E1LEjhAISAoXPa8DAEReIVgp7DN+NjFFKh7opKQpkKowDN/7yVezCEl/88ksY8WUYr2I1EqHIQLYw9shQ+wgEnBR4X5QJbAlrueeV194E12L/iy+z3pnEuZgAV8PUi6FKTAxldtJWhK1hfIgStQYsrsyQTfCkpAqpc6QYdP4yvUuXmNj/Athd+CIDzQiYaMMN8rPjC9BSSigMrTyjpQldbwhz+7Aze7j95mnWrtwk0wQVixLhY5KSaIaSALvSpFVZJba16a4xsKLBQCqTXCtLZixQeQAAIABJREFUEBWC84w9fgA16wyuXqBtMlqSkniPMCAYjxfqUszD7h9y5tr8UyJhLrPb1QSCKlagR8L4oSeg57j50UcYr2SakhQGwRNMTrQLCE4sztj4LAbfwDaLKQVK38LAxhK5vhR2kqBkXmg5IRWLTZKIlScGtYJpWUzLIqlBUxvhgSszlwhiDLb8flDF+xCTqDWuran0kdCsqiqY0CbVDOc9yy3DgV/7Jr/+3/zrTzcDadYMiWG1lUoawyDvLq9QbHSZmZ3DJGnDKlWqgiUD+FhYSk1cAGk8SqZRmRYUxZbx+4VRfLHCzVdeYWLHDo7/8lfJBYwVvMQbO3KJKryxfK58Coz4FIYYUUliuXn9KhfffItTJ08x0+lEwLeSsdb+gpE1ayzBJo2rKkylREfm5QsXufjBR+w/9QLTu/fRL7GoKh2m6luAB8GJVHXotfTNVPMaQREuKaMxQj4YcP3t10k6U7R2P04vDzFvQgNZKHDGllAwjalsyzZcE49BTMQWcN4ws+comJTzr75CvjFArMVXwoPc/1HFPmxb5gEjN6SSt6rSryqlqXTgoJ1y4LHH0IVFitVVrInJrPWO1CpKqFoAalPRo7baI6jxnFib4lyMWExabWb3H2Dtzh0Wbt3CJBYxEc4nKbXClo++BG8EVyZ3emPwYgk10kOEDarmUFEpDUIIQlBBg8FIgjEpoinBW4KzJKaNIUNDii8MwVvwCeqT+OwSgksQn2JpkdkxOknGhE0YE0sqEpFWTCx9XVhlYCCXjG4vkMzM8Lf+43/Gr/7X/wWzzx3+dDOQkYif8kTVJDFJmF9YYr07YHbXHsRmdRDWaO2Mj3kYKw2jsktUD6nstPF0iwiuUNIkJRiPNQNW3nmd/sWPeOJXvs7Mkf04cVhb2ikrhqGNIjXVe2xl8x/O2hih1+9z/vuvsn/HTk6eeJJ+r4uRKHnEIlqbmFRzPiPTi8TdG0Ul0G5lrG/0ePP7PyCZ282OE0/TlwQvtpb+Kyuy0YrRyRYXgsr5HZ2I1K6myk6L6ugPvGf+3GncwjITh06iyQSEUnoLOd4YQjmO7RzSG3l0OWGbosaS9wvSdJaJvcfpXrrBjbPv0AJ80DJMoLG9Rk3f9RJt4ynHJg2TFU2hJZpwvPeAZ2x2kh3HHmP11m26S0ukqY3OdUOUthVEm2bm0pfxsAuwaVsOEwjjNUwi9J0nnZxkfN9+bl28zGB1FZsYcl/gJTIYZ4SBNXiBNHjS4EnUY0MoE/RiBdTCCGmwTOWGSWcZ9wlZSFE1DNSw7pXl4FnoFtxZGbCwVnB3w3F33XF7qcvCyoDldcfqAFZDwrKk3JWUZUlZwjJfBOadMl8Q/+4PuNMtWOw77vYc6wPPwCveRxXWoPRZpf3sfr74X/4rTv6r/wg7tcza2f+T5JFv8s9Bq47b6LErt4dJWFnboNcdsHNqFpIWQXPMJhGmDsH9eBeM/8mmNzf9OBgDDtqphVZgsHSN2699nyP/4J+y4zPPsnDzBmNiKJPG6xNRM5FyXFXbUuKKFJhM4MJrP6C4dYfP/9KL/NVrb8aYpfKkSfm9kSls2R9lIEAElDNkIJa33jzD3/vHv8HuU5/l6iv/H2PkkeBptO9aMRFunDLVr6Go3bN0DJkIjXlvbpmx9OZvsvr+h8y88CTL4ztwbpUUsMHhS1htu4nvbMdWCzTGEoLS7yvZzv1kkwe4/L13GczfZldL6HU9YuzwN7r18sg9f2zPVs+7vD9BlBpJ2XkwQmvXHJ3dO7n2/dfxGz2S6ZRAKPetIsTQWUotPCoi8vAq2FDJrnGgDNExHlRJkpSNXk46NUN7Zo6Vv36D1HkSm5KHWBpbFAogt0JLlHZZrG5oESgz58VEzC8H/Rxc8DgkFmazFtPOyDoTZO026cw0yfQ0nYkOnelpxjrjjHfGSdKUtN3CZC20nUYYoWoOQfF5Tp7n9Pt93GBAf/kubn2dfH2dfG0dt77OYGUVNyhw/R550efIZ5/mC//Jv2THyy8xf+lN7r7x28y4M59uBlJRDyXa/6gkbhXEJPT6PXora9jDE9jWGCFfwTQisbYuwPRjDKWWNi3iFTvwmAwmxpX1M2/AN3+dJ3/zb/Ped79LfqdHyyQ107h/LY/R1oRsR2B6POXO1RvcePV1nv6lF9k5M83t9RzFYGwC3sfBbZprQ55D0BLoThthk4qxKRcu3+Dm9TvsePpZzPQO+nduMDWWUARPMCF6QFQAO6QWlcPyUZZXo//GdHssv/secy+9iM7spX/7Mi1jkKBgHLXquM3tOZVw4oPDOSikw+zuEyBT3HjjTYqVPmBikuF254aP0KpbU7kggyqZTejmnvaB3djJDuuXLjNmDQSPySyCRzANzdZQ4/k+7BJVe6R+qQ3zmOAVnAsEMaSzO0kmJulevQp5wGYgNkFyhy08wQt4IU0MNoOiCOQuRJQA78ldDEVPDPh2Brt2MLtvH/uPHmH2wD7Gjx2ls3MHc/v2MrlrB8zOQqtNLLtYDtKaeGZ9gSsCEhrmay2tJ9aCtZAmYJP4QQjx4t6BK3CLi2wsL7N4+zZrt+d5/HMvMfHcMyxfeJ1Lr3wXv7yIG88+7QwE6h3SoFfRTh/t5APnEduC0oS1pZf3ExlGk5LF8DgbBBMCNvOszV/kzrk32f38i8w99Tjzt8/QTrYGxKvGOXS5yIh2oiWBFlXwjnau3HjzNF/69V/n8JFDXH39HO2JMbp5EaWnpmmsukZz3CoYiU7FQIzDDy4nMwlrA8e58xf5lW98jukjx7h7/QohsSRtQ1GGGFqNsPOBKuzwESh7Y3zBKRnC6sULhOUVxnYfZWn+NL7okaRtsqSMRAlDnr0dmUilXaoqiYGBCnkyQ7LjOLrc587Zc3SI9EKDR5LIyKNssE0n9TFaJZzUueQVqGRpCkJjxFF71wx4h1/r0tIyEKbhLTelCUvURO24/mio4mp9zU3m2pF8rsq8qrVcE/sWDAlBAl6E1twc5AUbC0sxHk4DqtBSQ8emsWhd8BT9nC6evgNnIYylZLt2MLt3L3uPn2DviePMHD/G9GNHGZ+ZhYkpEEu/12dtdZ1bdxb44MMrLC+8yeryKusb66ysrLDR67Le7VK4gv5gQFEUOO8Z4q4qxhjSNCMttZQ0zZiYmmViYpKpyQ4TE+PMzk6zc89OWu0WB17+Isd27YnRGPmAmV2H+Pzf/2eQrtNdvfULBrJVU4hhcmroDwokbSFJ6ycr3zU2a1UwyUlC4gpM4jF2gzvn3mDXF77M4c+/yPwrZ1C/hemsoqMNIf4eLUUahzQo48Cl137Al3pdnvvsZ3j9rfPRFxM8NklrEMLmOIVN1yj7C0ZR4mFVTRh45Qevv83XfuWL7H/uBZZf+R6hyDFjBlUHVEi/RKZWeg0fvkZHg7l5sDZl4/oVupcv0jl+hMUPZwgbdwmmhdVBaTKrkrK2K7EdjisRTz9YZHw37V3HuHvuCgsfnKelUGiCCQUmeIJpxLz+jLZoupJGTtDQpBkENASsFab376UoCvrLK7SifabWgmMNNIGGD2Qo/9wreDV3QDQwyHCfN+1+OmQnomCNjbVmUKZ376W33mXl2k3GSvtbrgGn0BsU9JzSM6CtjIndh9l/7CgHX3iO/cePM/PkCbK9e2B8jG4+YG11g6u3F7n82lkuXLjI/MISN67fYGOjx/pGj41ul0I9wcRzHSRqZ14DagRjLWKiIHzP1lZiaLD3aFBMEAyClUAigZYV1Pf5pc++wH/6n/9n5HeX+dNv/TYTDg4d2s/YgZ209s4xu/PoLxhI3WoTUEMmUShyh9gUscmI1eOTbrVuIEISYjx2blPGnCX4mIG+evVDBnfmeeLlL/HOt34Xf3MZm9gR85U2DOBNDQQY0UCqA2OBscSydOUad86/zzPPnmR6epLFbh4jSKRZY5yRzbiZxg9fK2LioTVJi3c/vMit+bvsffJp3m+PQ5ETfCgjn6tEJxnp/JFIeh1AAIkkuH6XlcsX2PvCcbLJndC7QqEW1++StlogGVT+q+3IP+om4B1BDenELpLOLm5/+DqsdwkFYCwt63Hel3WPt/VkfmQb6galL0OGZ06JFhuTGiZ27sD5gnx9jcly3486ye89rfdaeisz7DB5tdL80FGzoECNwAAVAzEgigPGZuco+jn9+WWyAAPnWHDRSjQ5O8POZx5n3+dOse+ZU+x+8hTtPfvw1nJ3YZkzV65x5fR5PvrgIy5fu87SwhJrKyv0i5xuXuB8wGQZkqTYJMVMzGBMLPVQmfZUwCQxlNtLhCQxTjGbAjaHGepxPh4XhTlfkHqH621w/OBBfuu3fovJrMX/+t//D5z9f79PSz2WnIkkYWJ8iom5nZ9yBtL01ElRU8CYeSlICPheH8hoiS3Lyj46KOCDWrWN45ZNCCje5PRTQIVxa8nvXGLp9PfY/fXfZOrUcZZuvMZUADExBlxzjwSNxaZGO7536kLMZcGATSm6PT74znd4/l/+C3bum2LhwxuM2w6EaNKryt42+xs9nmUmv0RjtYZAkgkhwNLiGh+8f4PDnzvJ2NETbJz/AWP9gM0sqjE82tsCZwNJMD++ViABQsK4wsKZd9n5zb/PxOxzFLfPYmUQYc4rp+U2blESjtpjHxjQpjN9DAYtlk6fw6yB0ALyCLYpPz9BlbXPVypTEagE0mDITSBMT9LZux9dvgO9xVgYvTJTlUEZIgoljA0ShhGTI1ur4k5KKMmhiKfOEUPqSK4AqDqsWKwtGUnox3yP6RnsnjlWFu9yZ9XTMmPseOwxnnv+JEdefJH9Tz/F5LHDhE6bhdUub1+6xfnv/wlnT5/h5s2b3JlfpN/PY16GmFgExQpJu0Nr3JApIDFLA6lyy7UOcqkBGkMUoqr035ioOMo1a0FS45pKluG8ElwfLfrsmRjnX/zz/4Cnjz/Jt/7b/45zf/E9Jsc6WAl4J7jcsXZ3hcU7y59yBlI3BfGoWoyE6IQLxAKuquANVisYv5+MDlKHqip4iVDcSE5uYxZyxyQU2qd7+Sw2+w0OffYkt779WjQ1eY8xSQ2W50Y73mK6Uh8OVYsPQgpcPv0OX0rh8JF9vPv+RTIZIw/Vd+8z6lLyiWaopEb+9cETgkdEyPPAhQ8u842vfYHO0SdYeu91OsQiSSo2+k5MdKoTzKOqH7VDw5QvbYDuzXnc4oCJuSe45Vu0dY0kSQn6SJ6Wv9nWUPtyDLmMs2f6EGw4Vi5ewuRg2imQU4gBsXWCZSWO/Ey3ylwaYjKgSyD1lo3EYyZatKZmYOU6UqxTU7IqxruM2Kp8GSU5peIiFTJDFT2uQGGqpDmLCYJVoUJ7qoJD1BoCSlBHMI4MoK/kNkFmdqADz7P/5J9w8osvc/iFz8DOnVAUXLl5kz/+9l/xw7ff5qMLV7h5a4kiLwiqpGlKq9XCjHVGxVOpIE2G61GBglZ7N464yvmisiU3+qCpktXLWnZPBWGCg6nxCfLlLv/oH/59XvzKl/nD//l/4dU/+wtSD9hBrPljEoqxlLxcx18wkKpVttJq85WRDVk7A5fHqnbmEep5f9zLb35RJcuFGI5o0wSbJNy9fhW/ssSJFz/D6an/A99VnA9YcaWUtjXa5/2oiWpAsKRJixsXL9JduMszTz3Dn/3pK7jgARNRNxPTcHAPO1YZMhGqyygYY3DO0W63ERE+eO89et0eux8/zmKaoomj2u2hPJwy0smjN6uKNyH6Obo9Vi9/xN4XH8e0pgj9JULK0L69zVoz2KHxLqhgkjHSmVk27tzhzs15jCHacyRa9XWkyBjbc4Ifs22xAsMPFBKbkGUt8uU+IShUGkG9dqV0LqNnq4LzD0S/wRAnS8h8wKgQykS+WD+lMqMphpiM2ldPX4Si1Sa1KdO79rH36ElSu4PDL57g8Be+wlq3x6tn3uXN3/lt3nrrHW7eusPKWhfnFUyGJimTU5MkSUIIIea2VL7G6lmGp21k/kN2WH6mD77nDyJZIqhzJKIM1tf55S9+kX/4j/99zv75X/Dtf/fvUKDVGiMMcowxm3KvfsFAyg0p0fSCqYl3RSzTLANfEHzBZlSoT3wo2vQjlCiZGlE8C1+QpYbF1WWWL33IzideYO6xg6y9c4FWmuLU14fhHn6xedj1nBVrDN47rBHW5+8w//4Fjh95jOnJCVbWwYqppbV7Z19h+JTP1fhlyL5CCCRpyo0bt7hx7RqHnznJuc4kg+4SSVqGV5ZZ9T8OvMgI3VTFoxFMcnWdpXOn2ffSCcZ2HKa4dh0ZAwiN4ILtQWvvDcluZNkHS3t8B62JOW689j4bS0t0LKUPR2LgAlROsBFC83PRqmmV98vahHSszUp3A+89kqRD4tYMVd9kNaiWp/pOtUKiStspSYjQ5bkNURk2AAEJAQ0BtVC0xjC7D9J57Bh7TzzH/qPPIXMHYfYAF898xP/1x3/Iu+fPc/nyNbwHIzHDXFodWpLEnB40Rkk5R5qmcWzV/YeaeQwZWNQWmtxgeM4fLA1tlfrSTEIW9SQSmJua5Lf+6W+xsbjIv/3fv4UrHKlNKFxBZqMJv96fVXTgo93Nn6O22R4qUj8LkLUSNEScp6S5MT9pRaTR55AQmgj6robgPIkVEj9g5eL77Hjq8+x84ijLZy+StTKKXm+I8rnJ6rQ5qUwaVxERnDrAYPPAtbPvcurUs+zcMcfy+jxisojyuqVkHHurNnHzY0Wx1uK9x9qE9Y0Nrly6xONfex4zt5Pe6gLTmUXVN1z6P14bmqSEquym7Tu6Fz+g6G6Q7nyM4srbIEV8eN9ckJ962xxuDQyJYkjJxnZDMsatixfQ7gCxJtq8FWIF18p8s22m9Mm3koGkWUqaZQwGgy0c441W+jeU4bqIRIZhgg4BOg3kmdLXgKhgJRLHwiuFBkyWYDrTTDz9WfY/c5KpE4+RzXUoBjnz751jcPsGh7/yd3n7zbf5/d/+fTpTM4ylEwQriM1wRFOzNxYrMTzfmNI8psOz2HwePRXDc3bPknycZXvAB4kE6Pf4937jH/D4M0/zrf/qX3P1gw+Zao1DCPjgyrpAm34q8ilnICO6bSlulCK0MUKWJIx3xnB5H+dyxmxDB2mu5yfBUCp7b/msGkHxVA0Gg7WCiCMpBqxe/gBCj/0nT/DRH32HQVEQgpb2WWpfylZDBUZyLbwvEIk+u1Th5tvv8OV//h9y8MB+zn14haTV3mRe28SNNvfbIIJVoZsQPOv9DS5dvAh/50vsPHac+Qvvl3bbUNvsh4CU+kjOiRE1XxRDylji6d65zsaN24ztOcJ6MkleLGJtWXxpm5t7Qohr6HKh1dkNIWX18hU0V4KaEpV4GH5RtW3t23mUVvsB4t4YGx8jSRJcnj9wopUEH0rOUZfGDQpeSW2CqFIMPH48JViPehfRby0kM9NMHDrOrpOfpfPE04zvO4D3q6zdOc/110/jb1/jzrlbTD/7TbDfZKPfJUs6ZEkHSv9kCEowAhKz4oOGErSwmtIo8fhJyKebmxCX0hjB93vsn53mN/7ur3P1jTd44y//kjZCGOQRyqT0yRruNeEnW4W11Wr9z9UOvE+rzDnU+iqI4J2nM9OhPdFhsLZACAVih7d2GMmgn8w6NdTMyiYrasr6yRbFIcHTMqBrizBYY/qJI0grZbDejbVKiESkYg/D5KityEn1XmU3D4wJ9G7dwa1vsGffXkQUMfGg1Q7dB0z2fhqKKhhruXr9BiF3zD5xght/+keoKkbKKlfYhmb08Eeo+e1YMyNqcBaD7a7Ru3qDmRNfwUztpFidJx3f9HutRrtZKR1K9SMXq07gA6jX/T/dam6j39yctxO8IZvYDTkUd+7EoCMjGBePdijh7Wvbf7UbRmx71VNFCH6KjvYtbvMnzfSGmAilTAG16UVsjHQaeIcVQ9ppM/B9NoqAmWozdfQxpp8+ya5nnqWz7wCkbVYX57n16rfYWL7MYGMelTUmbcZEy9Eet4DScwUb1iA2RkJ5EydZAvU0wBGHpPiBsEOPQogb+7MWFaX54VATAyUUA375y7/Krl27+d/+p/+RYm2DFjYy3soqo42OG8chuXds96rRn45WMZG45M55ZmZ20pmZYeHd83hfYNLK1tyIGa8I/ye4XFoOJyZDmVibXOMmbFvD8t1FludvsefEMSZnZ1hb7NYO/gjb3jwyWo530+Gs7J/V3kBpibB+4zbdW/McefwYWatFCJWEOzrBj79HYu/GWC5du8qNhUV2n3iKD8cnCH4VY2kg/jYoysMuqAx/7UuHpwkCYrCFY/niFfYlkyRzuymWztZQ57W7oOzjnnXaiqpVzEMa422MfYvZ3H/Q9S+aSaGb5DwFIaHd2U1/tcv6wiI2xjdQ2a9GdBBp9D0888Pufsrnuzovm/nv5vUa3a9bdLLF31Lv65plxBWKSxwd6CKoFbw15CEyE5sJ7N7PwRNPsufZzzNx6HFot+mv3ub2me+ydOUMrF5lZ1hkyijOCnmWYcIYRlok2RRg6Pb7eCqNJ2LKmRqfqxqR1H7DeOsfsEs+huB2729inxXy9dAioQ2BOX7RO8f01CRffvlLLJw7y3tvvc2YTZDCRYG6rE+yefGrESdbYShtZYv9eW9VEUkt73JwBZ2JCVqTHdZXlwm+iOtSwQLokKQ+cKM/8oAqW1aDyCikiZCvrrJ24xozL7/I2M45Blfno5k8NMxBm8TOe8ZY7qo66lGVDMPq+gZrt29z4PhRxjtt1u4OEJMNz2jDXvswe0SMcHd1g1vzCxzct5f2zCxhcRWxWoZHV5u8HNyjYmERGUPiYi5PMDFEuT+/QN4tSKbmEJMiWjAipcPwfDXXa6sD3HBAjjKBOP6h/P8gDWSUWZaWmfrTprlAVbFJG5t16C1voP0BONBUifkNyei1mme6lCdGCHPDEfo3fsI3K7Nav92Yw3C0cp/3EIa/qG/BMHqp2WtEzY0w5YVAH08hAmNtkukZ9hx9jNknnqRz8pfJxiforVxl+aNXWL9+lsHqFYxu0JaCZEzJ7Ay5K8AVJJqQeqWjIWJxOYf2erQ8tL2CKK48k427GcestoSo/xjM4aE1kEZ0JJt4RukgFRQRg3cFh48e4OjxY/z1v/m3LC/cYdokDJFfRs/h8IzGloRNsUWVqvXJKpPbtTXnGM1X/cTTkj7j9JndsxtrBBav0Q5dhIRhsPVPoJV322oATFlfxqMS8yqwCRhD2ziKWxcgNbQP7se/fQY1Qu5ivkq7sDGvQrSsvHd/c0UorXY2GBIM2uuxcOlDDnzmSSbHW6wu51gbQw2bG/lhBQyRlN7GgCsf3OLF50+hhx5j7caH0SSXAt5jg6lB8x7JoFHeFusNChRSRNuzQnLzEv76VdLdL+LsXxP0NjX879CWMNqXjJK1xmyG729RSGzk0FZFgupPmhUoy7MWDFJFADYMHCKGRCxFMSBPx5HxSQaXVslXuiRQ2vaVwvpYJ6Ose151U5cEkppVlkEZD7+0n1irmAejIk7FD5pSOmhpwlW8BAKCF0/bg/oeXvtoMkYIaQQ5FUustRfXWcoS0aKxnko/QN5KsLt30zlymL1PPcvckeO0Z/ZQDAb0br3Gyq33WLl9Gd9fpJ04OimYslJfUGG9cKix2FQRiQE2atZRcggpXqUMEZZya1X3s3yWxu6+z3348alLM8fJ1P1FROOABI8lhrsnxYCnjz9GauD8W6dh4Egmxhn4fMRxXu2jzS1parvVxT8tDpD6/gkQYlU8ZwPjfkBCwf5jR8HlhFvXaJlArNYXb839V6dxQh7ilDbB3KJloiwOJQoamYGIRRAyA7q6CMEztmtHrFYm0VGXeCEJhtyGEkDuAWNoJBRGf0H87tLVSzzVTpmbnuLy1WXStDzSDb/Px29R2rU2xeWOG1fnIZugvXc/q6FMlBJAQikpR1vyw+6+JnaS1bia3ni82Agtv7FEfvUKnWPfwLR3UBS3SWpk5QbRqinbJyAklMxbxQ2ZogwzoysmYoJFQjayXVQDIrGwmOII1oDJCL0cGRTx4CplrYkQs6XLcTeT42J51HJFZcizfmptk/JVVQto8uFqrNG608KLINLHqCENSttDMuih+QpZamIZalfmLBnwiUWShNzlBPVIYjAze2gfeoz9zxxn18kTjO3egfc57tYNFn74QzZuXkby9xBZY8ymtCfHQFKKwhGwECIGhRolSACNKLrx3OV4dSApkqSxSJTE81IRYSNlHpUOCTplWef7bfZ7tOFHWu/GWkKdXCkak6QzIxw5cpjeyjJLt2+TmBTvFC/RdB4Biarde++IEhmJ99w08o+jXv0Mt4poi0Ykz9yWlc6LwNjEJEeffpx86Q4bt24y2YrwIgJU6KD3NU9sFXj9I1oTgzaOrYQgkHqUVe8g0N/oQeGYnputkdCTUoL7WDiEjYvVgjKReS1ev0bLJuzduxf/9sX6iyMJSw/ZRGJy4a0bN6HbZ9e+A8xnGUH6VFn4o13ffxJbaT+Vsh7XKv4f8+yUxAqF89y9eoVpI7Sn5vAL1ER42NXQpLR5niPXrIWDratRyj2vpD6E9XulfRmFICaCIA67Jag0KlNaMFF40BDwKEmkacPQbYY1M6L2oeU9lTphDhpAPBWzgS01yU/KhN0MUa0Fj3IbRbSHOOlaWzLDecUxF+VzAB+T/HLrUBfIc0faaRHaKY4cEcWKR3EU0iafnGPm6FPsf/YFOk8ep7NvDkkcGzfe5+Zrr9G/cxG3fIs032CinRBaSpBxKnSHarDRtE0U6jadfVNivmkIYA1Zlj742NdBGaXg9gB18JNVFIcnrLqvwSutLOPI0aPcvXOHleVlrLUUzsUgg/q8l+LVFkEjSVMCi5upOfKfX+axuUWnain/5p49x/az8/AeNs6/SVi9CxNlJFT1g/sujfyIz+//q6ZwVt23qpum1C8Cg7V18J6JXXMxeMxR130O5eMH7Lc4AAAgAElEQVSBrbxYVSmhOsApsLqwRLHRZ/fcTrKylO8IFPwWYxqObRNhL5WxCPQnLN1ZZHl5lc6+A0hrnOByEtUSBr7R9wOY1Vb+lyE/HP5VxScRFOdh7c4tKHJaE3NsLKQIA+rKhvXYtyCmjWveO5Z7WV/znImWGGF1KxlHBUIhkSjWNzs0fleK5VJCaoiCOodqwNhY3jQKPyW8OM37U4FplmZMLeEuqC7VME/8BP2go9GKjWtCWeo1jrkys4WSvlYMxGoMMw8CaMxHKCwUqhSFx3Y6rGctMlXGJydoTU/S2bmT3SdPMX78SZI9B5Gg9Fcvsnj6VZYuvk+xfIM0dGmnnrEEtCN0/QApAlma1Nnho4lzW8/PlAQzxJhY0jR78IKM2K4eLI19stS3cULEIARC8KSthNmZGZYuXaDX6zGWpGjhNu9oKkFos8KUmJrUlJy2hPKoAbh+jjWQ2LQEa1MUT6IBcs/+xx+jPdFi/tJ5Wj7HJgnq3CiV/4SXRjY9N29inXQUAsaAH+TQz8lmZ5AsgdyVeSMf71r18EsJPAh4VazAYG2D3so6O2ZmyWwSqxNuHuvH3hfxAt57jIHuepc7C8sc2LUXaXdwa6skGgHkxDQW9gHdP4iwCRrxgoyJ6rf6MpcG8qU7hPU17NQe1KSE0APMA+dS3+4tr6l1nkZ9fRlNqAwE1AQEU8Jrx/OlWuEclaYELe6Zo6EkYKEgaOxDVXC+DNqVkkEHRUKIxMyUb5amwSTqYahGIldJ002m+TepgQxfg9MIdZhYA8ZAiJgHIvE8eh+wmpAmBjEBgienwBnora/j1h0m20Hn6JPsOjjD7qdOMfnYY5jJcQrfpVi6wt3Xv8dg4Sp+7Rq4DdqaMpWmWIn7OrGKNwUBV+7BaGqqGIi1lc52L8GvzK8iQnAOREjTdETYuGcNR17/TdPWSrOO+yCokmUt0iShGAxKP6fBlnhfH4fQJUb9yBtBbCmt8Mjmip+dVtkwKonIYb3HiOH45z4DbkDv8ge0Ul8SWxn96U98dEMpsNqUIYSI9e88odtlbHoS084IK45WiECKH7eURnNrVCYsAforGxTrXeZmd2Ik1jp4mOk2M2nra5VmiH63y93FZY4/vRczPkWxcot2ICZKWoPXynbxaJsvziEGIUAMSAgCrUToLi3QW1oknd2DmowQPMaaGuOnPvTNudxnblAx61GtpXpPREqmrxQuStFSanKVoOYrIqWhrEM/bKEcT7RyKbkr8OqwMxPoeIvV1XXSTKJlRw2JF3ABLSL0viGGaFvRem6ipZlrE2jvw1S0fJS2mXkM1wmwBklTVAOFCxhjY+AKEotkkeC90M1zbCr4mTE6B6Y5dPJ57PQ+pg4f5uV907THN/BFj+7CJVY//JD12x+i3XlMsUKWBGwrwaRC6nPSMMCGMgBBlQLBpwmpj34kX5qvqn2x2QDZbMF7xBh8vw+qtMbHSBJL0Ajq2dxbP92o1qFWXsOYEIEcrTUE73HOIZIxyiwfPObESpV6RmnfqwC9qusONZHhAfsYB7wc4KaIwiFfGzGRle/W3LH57R/dGibFTR80PrvfolSXNoFMIM0Ldu3fy4nPvkD/6iX6t6+QmZxQxCqBP2pY2oyZbI5ndOJ1k3u+UL3STZ81fxHrQmsIaGpRKyUEfeVU5d4o2EZIX/M+DGtOx1ttASkcYW2DztgkWZJSuFDfz83mj9EJbnqlFQR8fBYRvAusL9yF9DHS6Rn8TRPNTBqoRziyN0Z7raObN9+ETby9uVOtlrUR8h69O3eY2XMUm41Bf+uCXE1Mx+E37iWCYDCmNbIeIWgJqQ0+xEqNY6UDNfiABocxFsGW4ypt6JsEuRraCiAI3hWEvCAdH8ekFmdjSKohrqs1hqRlotPce5wPpQ8tErHEROm6cB6vDQNndewaoa/3XeNHaVU/m/eNgASwQZHCx6oCSQJWKIiFkZwFzZR0bpzZQ0c5/PxLzD73DHOnDjN3YA8klmLtI1Zuvsrt+TP41XlkY540rDMlDm8UP56iSYaXHEJOkBADUozgxJCbhL5JccZgvMNWORvVauiDVkHq9S1chMbpdCa4X931aL1qWHYeIdjmx20RubceDXmeM8gLkiwyDmMt6h1bjyr+pjm1pJKIqo+HERCbZ186civ1d9OGGFlkHX5/hOk2TIl1YsumD4cGgYezEW0pdUvzs03XanwpqEb4fR9oBXjhCy8xdfAAV//N75GvLtCe1CjRVfbLTepZw4BRI4DebyzIkJCPGj82f33z2jZ+IaCFJ/gAqY1FlGtGeZ++7kfzlWG96YrI93PylTUmdh6glWWsF73yUNzLOoZ3aRNjbAjmimJMNEsUhYuO9OyLjM/upIeN5go8SJVFLYze/4fYC/WtKZlqiFK3AL7fY+XGDXa++AI2G0d7m8uYNvn8aLIolMyhZiDDmDmtqTCRUWuEb/HeozVUiyUa0gzBRWdsZCQGJUFltM5M03ySFzndPGHQ36A1uYPOzATF/Hwkhh587sgHYDPQ0gRvysCKIHHvogFxsdBWaisEo5IpNndhGYb6oLbVpw+8O1L6apJhwiNE817hHIULFBZ8S9B2CmMtdhzazxMnn2bnyVNMP/sEOw/tg8k9YAvc8rvcfvt3GSxewfeuUNw+TccMaKctsEmsyJeMk5Sghc450tDH4vFk5NLCmxQtDdepD2QhkDTPdNMEpVvMuRIyNDK+9UEOzjE5PR0jrrbYs/U5KYWqv1n3gBBDm8s5hSjUDfp97t69y8zsLONjbXzPxxIW1VmosZU2zyO2ZNDrRi4qkfsY0yIWY6mYRfyiNlUxqiSVirQ1j2G1suUBbEi+o+vZoDDV6O4hUBWJ/SQWepTob/6oCJ40z8lEeP4rXwDX5fr5s7TFgfEkNoklIHWoIW2hF3wM68u9dShGZ1hJ+n74bQURU39qVMA5CA4xCVZsRPXWMqqjjH2nHNNowlt1GWn0F0MTq7BELRz9bpfO2DiZsWiZl1IxPxq9Vbz5nilvligkStrOeZYWlyBNkYkO/ZCTE3BBEfyQCT5Ayal3Tv0daUyplFJKX7UBQmmzURdYX5gHm2HSNhBNPFKtM0PiGeubSEMCFbwXfKgOlKDB4J2FqmyoRLOUWEOr3aY1kRGSGXrswabj2FYbm7axaQtrU+T/5+69gy3J7vu+z++c09333pcnvZmdsBlYYIENWABEIEgKFAkQIgUwiBLFoilLdNmloi3LlkS7VOVQZVdJLkm0XOVyKJclWyqZNINIiZIIMYkRkQAWuwibZmd3Zye+efGm7j7Bf5zTffu+92Z2Z3eBBX2met5N3X36hF/+fX9iEGVQxQKqvzSnrYfgU1VHcFXNinHo00fJwgk+8Nd+ir0XX6QKQpgMqXdLwtBit3eZjkaUkwnleEw5KbGTKbaqKCdT7LQitxZtm3XBTCaR6D4RZjJSiwTcjnLDMm86Nd0HaP0usRAT4DranYDrZfiTR+ivrbB+9hRLZ05w5O33cuLecxy/6yzm6AqQ4cY77Fz5KvUf/hLDy09hh88iw03o9Vg6tYQdZDEEXTIcgrMgtqaXBfLgkarEqz4+lWfWBIy3HSEtRYElNKPZGpwJ1nMtbVFFo+EJrpqArRksLERzZGisOrP12RLkkK7d+FC+oRpIV1yNfYnvhCCKaV2zceMGp++9m4WlJXa2L9PXWTK1Nhu7uynDzMUBmO/5vu/g8ssXuX7lCpPJFDuZUleO2sVajEobRGcobfAS8B4yY+KFfCC0XC0uep+IlSKPBBXfqvTdHeJF4cW0hEA6ELLNBKrgE9je/BR27fUzPP+bNwkagj6E44eZGikgY8db3/UQ9zx2Dy99+V9TXf8yxxcsVmqmwZGhUkRNaNfA7B7xAxfxR7gpBQwmHgiCT0WrPLFCd8yF8Mpj1YxQSlDoFJ6ineB9wCiHMEVcHzNVUGusyQh6jITofPQ4XMqvkBBQIhilksc8PrpSgg4BTYSqdsSvp27KyX7BsvdcrmvE6DiPMCehNk+q9b7HbL+NTXvIgsF6GG1ei+aYu84wvecIftmgnCeXnBCyuRGra0t3Aat6ilTT1snpvYfkG4o+hRBt6ImJVg6013gv1FlFdeMCYXuH3uAOdqY59XSCiKIXFvEeJpmnVlBYk6iJBp3jVQFmgPQHKLOA5D3IlskWzmHyAUW/ICsKVJEheYYuMiTPQQ+A5TSwPuKKecAnM6QLOOuw1u/zr3bGLgssKEt1xaLXC+76yPdCuQNFAaoEryEcgTpAPSJUNbaqsFVNtTdkOhqxs73DZDikvrEdGc32DtOtLarhHnY0wk4mlKMRblKiJzXBRQ2qqVXhnWsMC0iATM0nIIfQqfiXfHZKZ+g8I1/oofoFZmmRYm2JpfUTLJ1ap3fmHIv33s/RUydYOr4MhYd6Fze6wfj604yeusT48tewN54mlCPUdILGsjDQqFVQxqHrcUwglKhlKVHoDPDgsTGc2ajE9VzMjSKGX3dZY9hnwthf+aYNEJdAEIcKnsxXoAJ1BjK9Sr17iaPrx1gqFKPJhCxfYlw5lMnTevTsT9T+xrCODv0R3wqhMb8sgjkGBEzGuPS8fOky73vsYY7ddZrNSxdBKYwXAhonOuWDuMT8ZK7T5sd+5j+iKmt2Nm6wc/U61y9usHF9kysvvczmy1cY7Y4oxyWTvQmujtXORlSIUZgsw5gM9CzSQwiI14iNOPiiBNExCsd37LyxZEu8XhO21yRF+QSKq72gQzN9rWUivm40wVcxnDG79RaBrSHQF81gZZHHPvZdkE3Y/Oxvs+L3yFQV930qUBRSJtYBEpoGVTcgOIf1A8FJwCqXmEOM/FIJnbO5VECD7yX2G5/VSspwVZFQWpcjKsOXNiKLoqk0WEPcSD5+3kqTaRxwID60m91hkOBROJyHLNNY59gY73FHH1jKKLY0uopz4CVqo7TzJujg6LtpVH1T896nyKF4Xq+GpVJTlyUreyW+ynnbhz/Bve84RzHIENVHhQxcCmlNI+y6EpAIodojTHcJVU2oKpytmUxLbF1TVxW2rvDTG/hyhLcOV5XkvofyCuO3WDh3jpCvUq2+l9HRmn5ek2U51i0hKiNf1Az6BX0WkGwRyQok6yO6h+4voYsBqBx0ESOHqjHUNbaKtR2q4RQ3nuCGu9TDEXY4pN7axk6mVOMRdlJGQl3G37u6xlUlrizn1s28r0UI2rH68CM8+hP/Ps9/5VMMn/s8i8sF5I68V0B+knxwjDwvkDxHFzlS5BQneixkPdaLZTA56KPge+BdjJmtS+xkgq0qqukUV9W43QlhPKUaDpmMR0zLitpanLM4a/HW422n0HYI6DzDZBmZNhijyfIeS0srZAt9suUF9MKAYqFPttSHhV40u9oxbrxJvXuRG195mcnmJSbXX2C6dYV6tInB0tdDCnajNtaLkmpQKkKsU6ODQqvkx1VAcB0fDlGtUirt/+7elX17uPk0sYqGm++XBVuVW6LmHjxoQZVj/HiThYWTrCwtMhxebS02TQLezJpw+KXfsNYJwQ7pSRvY+higl3RuFRMdv/yVr/KDP/xxzt5/H8984QuIV1B1oO5R0IB17jOfmCf+yf/CkbN3s3bmLlbOnuDed74FWVwANG44Zuf6JsPrm2xd3eDSSy+zcfUau1evMR2O2N7ZZWc4ZjysqH0TdR9tu0U2w6CRpOI3MfMhzbBL6kdTLjJ+rVGqUVYiGmQDb6ASF01WGgCcAhtL8XWeLHRmZoZMe7OmguCGU06++wHe+tEPsPP1z7HzxFc5rTSuATPEUKvQFQxbhtbcToKkmt7dvPIZMWxT3KSTqRFmvWswc5QH433LPJyKqy5IwGNx4gl5D5WvUI9vUIaA0RqXiHrUygJZKNDBxPtJvK8jwjuENDLBacQpXIgJanXpmDqoJkPEDREZomSEkciQjIux+1mIWoUKggSHslHzmanr8+NtvCILhhqHlFNCVTE4vka/fxfOOOpQ4L1g9tX1NilRqxnxYNYJRrdalYiwmkw9rYZbVjEcrQkL9gVMHRQVFAVVOMHK2n0cu/exKMFbD2YlSvIyxfmaMBVCOSFUU9xkgi9LRi9eZLq7QzkaMRnuYYcj2NigHg4Z7u4x2R0SKguVpZ5MKccTQlmi65Q/5LtaZeMAb9Z9u1xbxbhtAjXg6xL/oz9EoYZsXvgs9Cy1TJliseTUbgDkqExjUjipI5D3evQHfbKij1XHwKxgFhfQiwtIr4/u9zG9PvnCgN5aH3Um4oUpHR3vaBNVzNakpcBmzBmzJKnMSSMk1AQ7xFclrhzj6x3KnefZvbLFeG8bNxoRRhuUmy8w3dvGVSMK4zFSs5xBkYOrK3wAKYpIMzrEl4Ygzq0Wmcc1a7de2o37SUN3gGcrbN4Jvo9gNkS1/b0otBJU8NidLZbvyjl+4jgvXrwcQ7HV/Hp+9WLv62iBWR4PjYNhn1c7ZcFrrXnu2fNcvXyVR9/7bfzur/4L6nGJ6fjGpTvu+5q59Mv/hMu6oDdYwiyv4k6eJltdZfnkSZbPnmHt1EmO3HuEc4+e5uGF94MYmATYGXHj2hY720M2L22wdXmDq5evc+niFTZvbDAe3cDamqq0MbNRFFpptDZopUBleJVF1Uq6OEBCcI2065NJaMYwIuGQlpGEEOE7GtW58bnMjRXu5gxEBPGOnhH+9A9/hP6y4/xv/xoLuxsUa5GwZi6L5gzdmFM6BK2xziHR9qn8zG902O3aCemuUE3KHQai49OruiXFOkku2geM9zgfsH0NWY6vJnhqxAQyD8pGTUWFCCVdmxj5g68Jod1PrVZSL2TohSV6qwsUKz1WV1e56+hR3vLYgywUimPi2dvZod9fiNIWQnA+hi8mhuiVps76dDeiMQalW2ArSqXYAryfckXGTOvr1Dsjbpz/TRYWoPSaTAv6wEKfH7+aHlaK5K+TtK4ioVNKRV9RyEAGSOqDpoe3AR8q6lpTLC9gdqdc/P3fpbz4HGIdtjS44YRdO2R3OoKRQ5UTfDmmHA+x4yFUJcpVhNriKpAKdJXmM1lJmyp2QSL/0kHTpw8+4JNJKM8ytJIoyfsE892YAA9bOwH6xjHZmjJ86Srr5+5hdOQIvcllBrmiVgpUhVOBQNkmF+I9vnaoKsBOwAfwLsMHTRWEGnBKQ5bhxGCVAlEU+TLK5Git0ziraBoyGmMMog1eUl3gtB98MnlZZ7HW4m2F1EOCrbBVCXZKLhZxJcFWaIHMKAYa+jiyRUW/yLBVGUsn+IAxsX+OLGp7h+6nfR7Y7sCF7u+6728u+x+IoArdpwyIVwQd920U8CxKgXhLPdxkpW9YW1vF2SYUWL9yUu8b3Rpm12og+wQSoJHYldZs7+7wmT/4FH/+Ex/nrre8lee++HjcT74znl0m2rmMOb2m8a4k+AlsX2dy7UUqr7mq4JLRhF4Ogz7ZyjJLJ46zePQEvbP30ltZY+nIOkfvOcI9j94P2SDaYD2Uk5Ktly+zfX2Dqy9dYuvaBjeubLB9Y5udG1vs7exSVhO83wGJnoDIJRQiGqWS70WioSuIxM0ptCF+LgRcCOTBkHnBhUBoEpHawk/N1Ae6lvtZXHac4Gk54T3f/m4e+c53sfW532L61BOsrxZUagRBME4RQhMf3kGEaZLGmk0vyejUVVG7o50+UCr6QAKRAVrfhA4KohQehfUKRUBLcvqpAK6OoZ8OskIhfUW5d43aj8hzRSgFbwMVELynzqb4AoqFAWawTLawwMKRIywdW+PY+gmKI0dYuv9+BsfXWFhbIF9dRC8sR1ylxSXqMpAXS2gGZGqZKjicAt/TeKOoJWYQW6WpTJ/QSKRhvwkGvBasUUg14pKt2atLjvc1RZiyrARV9HDKUan9MUBhTrHMQ43ye3EO3SwqKpB8ckkr8ZJF7RWPcjqqqaZiikKHil61yku/8eu8/PufoqehnEaia1VU1iNcugbRKAkYCSgfI1QUKdw5xLUWRAhKIg4TsZSuDTH7XQXBBEF8JHRBArZ0uCSdKtFJGjwgS8+PQg17G1tcee4Zjj7wfvTqccL0Sry+MkCFshVBxz2gRGLBah2v1gRhGAc0QREA4hBJvg4fix/p0XUaaUOIOSnRHJlcOBKwTe21fU2I6MdKINM6BXWAZAGlAtqomEVvLd5blIqajMcztVOUUXjJoxAkSWtvStZ0cikaCdtaGydCz/bhQd6w/4NXMBzd7OvmgUOcS59MQkhAi2W0dYXVLLB+4kTU/pwjiEbUIQT8m9Ru+qQtMxAqH/jDT3+WT/zgD/Hu7/wunn7iK/igURZ87dGRUEZcMeb5q6lDHRMITDQJrOoKFaIpKohQlSPK4Qb+ulA+HRgFoVI9VNFD9QeEXh+3tIw5dpQjp05z9PQdDI7ewZG1Ozl59F4eeOwh6C9AUBHxcnuH3RtbbG5eZuPai+xev8H1i1fYurHN7uYe9aSmnlRU0xG1i+AhQaJq6pXE3HmVLIoKgnMEDEYn6Ugixn0kzrHutUqonFGLjU5obTRVVeGcZf3kMb7rx74fyi2e+eS/JaumTBaFadEjcwqxphMK3CBiNUpTR50NnhCqOTFIGtU+nSBEsD8JjdscJDEU7z3OQlAerW06JVAns5QPggtCiYe1Y7B0jKt7Q4Yrhv7JdQq9yuJiQW/9GL2lVZZOn2T5xAlWjx+jv34ctbpCvjBA5wryPNqh3RaMN5kOtxhtXsQ+N+HG1R3WHniYI+cegMES144cJRusgG+ipKQ1XgjgRKKPRpoIjxmyV2MqizWpMkQc5WRIVSoyNaDoHcUxIciAKjRS9MG1PpMAm3nsbI45c2VAewtING2KILWgtERQPRdQ0yHSP0V/6SiZh0KSpO08gsNLjO33Ies4V0MMtQ3xqWyrEseeiCOGyRLIE7KBNKCOMp357ATIkmmyLQPVtWF1WmenFgF0WbH17JOQfYjByXOMXn6CPJMYhWcthgie2Zg+A1EjcsmkGbWiBiIlOpNVYnmiAyY5XIPPU35KbDFrpTshAa0crSp7qKodkJjWSvKMEgJYQgwhVSoqFaneTEj7vIYYWpIuq0KD3zV/k8Y0VNs6hohr1Vl336gWNfsYSxKFXh9irk+mPaPNS2DHnD13NoVgv0lc4xXaXEKjCHkx4PyLl/jMZz/Pez/83fz+Jz/JS197mgGG3BiCjfXguxpIszSN8dFpGQfeU4tFlGufXWfCII/x6w3Z8L4m+Ao72sUOhepqwD0LW0qzpTToHtI/Rr60TH5kjbCyQn/9BEvr66ycXGf9xBpn7rkH+o9Gkab2TGxgPK6otobsXtlg6/om1zavsrG1wWQ4YrizSzkcMdkb4muLrWpcVVPbGudt3NQhSt5N/W6lonkjLtJZRnemIniUsRZ84M989CPc+/CdXPg3/4zy+Sc5OgiUqsZLhJF2qkLw8VqdsQ/ez0mOIpA1IGSp+fS9kphp7Z2nqqsEOxFNBui4lYOOm7vODXVPp+i3XnTg9pbJ8kX6/UUWTUG44yF87zj3fef3cvyu46yu381g8TR5H/K1BRgUsR9ViZ/sUY+3cdMLTK9tM929wd7WdcZ726jpFtl0D1fu4qdjsipja08zWFTInWdwumKiHdbECKLGD6WhBcMLHRC/1oHZIX4x5F2hvSB1xNtyZQWhh6emVjUhKwnOYdx8PsS+pY9HUzccBOb3aLLPaRWjbWoleOVRQZOJgApU3pNFFQ49WEV5E/MzfPQF6eDREutiS/Q40tRXDxKZPkgrUDRyRayAGMejeR2DVjze6MgiGqLe0NwkGBAinMlhgnOjxZYOMuO4/tTT7G0MWb73UV7+4r+jl4+JRDrHGEcQ1z19hpOVhBc6gSxBPEEsSMd8CjF2SZp13NXiGwriCZQzQelQmh0BIuM4KhqUZJXMzwRiVFKTyCyh41GJRFqSwDe7yWyyG2ZxGMNoo8EOjGfgYIbtK7WuqTkkthHpYWisJji0CpTVHgxvcPKOU/R6BV4pRGtK61J2/U0EhW9CO4htlkSy4EEMo8mUX/mVf8EHv/0DfO8P/xD/19/7Waq9Eh2EXpZTWtexrDSwVwGjkjRMiGqu1d1EIkkJTilblhjNEGHNI4ZNRmAh11Hd9IHgaywV0+k2bhIYXY5S87bXXPQKlfVYWFohWz5KWD5O7+gxBidP0j9yhOX1O1haXGb9obOohbfDoA/GQFlTV5aqrNjb3okRLaMxbjKl3JsyHZeMx2MmoxGT8ZjdvT1sXVFNS+q6ppzUVFVNXZVUZYXznqqqkLrmPe95Lx/6+MfYe+lJLj35eZYWMnw/Pq9GsMYRmNDzAacaApIGMuyDgBBDbQZ0V6ioxMi0xmiNZAW6v4Bog9IZ6Iy8n3IE8h4my2DxKKysI1mBKvqorM9gYQWlC9AZKEPoLRJM4MRdx1k/8wC2svgbL2I3NrhyaZPxZBtz4zJ6uI2tJthyF9wYTYnyUySUFDhC6JMDua4oBqBMj8k0Y3ElBg+MpxYVAjo4mpBtkjYkugkFEFSIOE3J5hF3f2v8jRQsAhvWKF9TTfdA+iiZgpoQtCd4CKH/Chsh+V5uYpNtiK4TjZWUHKk1SmWoYHFBonlqkKHWFqiVxyqhkoDxCWodkOBmWcOEhHSbSECbDyNoZ6JWK8xBhDS/1QGMU9HC0jAMZuCVEPNwjL9FgIZA7TIy5dh96SpX//hJ7vueD1GcOsN4+GVyBYpeguD2cz7Cxh/SXNuqboU5BWS0qQmJ8EbW4bs9mXstAcTn3CowxaOxOidK7ZH1x3rk8cmbQI7Q6DZN1nyK5FQ0kBuNuLLfxCdz72bj3g1e6bYmfyEc8t2tWmcvIx3BINFGpZFQk6lANdljtLPJnefeztGjx3h5c5s8GzCHeL6PEX6zWhuVtU/gBcG6gMl7PPn1p/i1X/1VPv79H+Nrn/osn/nkb5NlWcQo6wiFXWZkYt2I7pvfSr8AACAASURBVCMl/4FEycFHq007YYJGtGkxetKuj78JUSo14uhnKalOS+JXCjCE4LHDG9jtqwTn2EW4gVCL4Is+MlggW14hGyygV06SHznLYGWFxWNH6C0vsbK6glnIyY6txTj43gJkvRSup2kS1mKfYrJDmFjq0lGHQGUj8yinE2xdsX72DOrEUdTFTd76fX+JwljwI/ykjFm+xhL0hMyWuGCiDJKkRkQl8DqAgOgc1V9rZgYAYzJ0ZlDGRKeuKTAmMUYTM2cxkZHE14aYkKFjRIsvgZKqnuDtmGC3cJMpGatkqs+zv/ULsPEl6uGYfBQowh47aowLFX1KMh3oG4PJDcqkRDcTq7OhcpTvpQJWNUEspXKwsIpeWsdOetSTHkIPCRkRMzdtnpm7I+YF+FgBsENz51os7GMJWMBi6yqOX9AQMkIoCFLjlT14cqepoOYde8wrI224opeEcauSiTyuZx0cytWghWyhj0hAe4cJ0RKvOteOMfCNJN7kI6VFnsxpSpqSvzPmsJ9Eed0wno4G0nlNiOasLqmal/4FUYaeD8jEcfkzf8x9H/0ejt51L1tf/BwLeczN8lbAZXPajW04AilMQ1cEsUiI2oHyOkXSKVSIHXXKMsfN9rXQjOstfqGDkNk4XkEcMTE2JuU21wgogh+05zSMRRLUikosynfmuhmWJsKo+2ETJhvonjAbU5H5JLhX12bzEDWOzrxIxyeghTDeo9y7xtrpD3D8xAmev3SFvL+ENgpvk3mwyUNp+3szdemNbV3fEdBGuca1lZHnPSa25Od//hf4wAfez0d+5Ie58NWn2Hn5Kqr2iBZQ0uaCNUzENFx13+3S3yQfKNpJnX0fZ8qH6ABu8ftVAFTkKw2hJYDYFKUkSAa5CWilIjwE0Uxg/RA32cMNLxFCYFoHdi1ordpoEJNnaKPRWRaLxgyWcP1lekWfolik6C3QW1qEXg8We9DLMdkKeW8ZrzPy3hL9fMDR48cxd95DyCyT0UsUx9ZYOP6e1GcXB7rBg2jlReGWs90wrZayCa6qUqRNdLSGekRVXo+XrQVqwU2nM+gEhNptUddj8ANgilDGZEg9wYVd6lKx1n8fbnKFYvfT5OMXCb6AxQKt91gXB76HqAKkbrOpAyQHftqUHgjTmFAYwCBYL0x1nxD6eFsjMmqTBBuDQTOlsyXYEMNbEB0fkX5FaUoPTmvIYuixcoHCR9gJ34reN7lOs/5k/2cHCXjmo5YYM2pLlDZoXWPrKzAesnr8DkKvh9qbUlgf50fFc7xE6VlC1yTU3GBW9Coc0pHDNKKZTk9bn7vbV+kYcOavEi+gshpKy/JUM/36VXae22Dt/g+x8cVPo6sNqsxSe09fsnjVNCmtfEPyJTgFkrUqjkCSkD1NAIh6hWUetaJXkKLFE1qE4U4Pwry3Wzomt9mAdDoQSECTnaDdMPuxhICro80ky2ISqvOuDRpof68OAxd5tS2eGc2is8RmIWK7+RDp0YDr1C9/Fnn0E7zjHQ/xhS9+mWAneGWAPF1jCmIh9NL7bwr/uHUTQ1kHst4yl7Z3+J/+5/+d/+pv/5d89Cd/gn/8D/9H/KQk85CrKNT6qqbI84hmrA4FkeosjnYdzz5rpMzoH+4AMLYnNLkXzI2ODzPfSpAYfj8nrUvACKmYibCUk5yYKSEnpPBAJ0gp0Y+wfYMyIrAzTVC0ymTRNRgclsA4MxS5oShLXKYJd9zDO37oJ7nj+IfYvvokfnoBnWe4Non8YHz5bFy647VfNXXIPie6T36SRn8TLCpU8wq42q+Ol+igIgNRDhGPKA1qiPgKkx0l1wXl8AKZjCmMw+GpVI0TlxyjoY2dp9Ga6Egi6b+QHM4EElaTEMQgWQ83LanspN3PDbTBobRD4FYkRZII3oRdxvSX1JfQoBJJon23ZiCHLlnm5XZJP1aNxNoQVSEGOhDI+gMkzwhhigox+qpx5oagUGLj6m7W+xxzk5ujIByyRA43uNzspP3PHFAumo1rbRhd3eDiH36KB3/q+1m76xGGX/kdilWP6CZxrZESZ+Mwa+rwTicTXfrFK0zmLb7r/GiGIJGky2aC5i4T9p/WBi4EYS6X4+AF0j7dtyCa/LNuX29V0+MVHqOTYd/lby7lURhEcoID8VOqnSugas6cPhmxuFysYioSkj01Pcsr8N9vdNu/HqMRSSgGi3z2i1/il3/lV/nzP/4XefnlF/nn//j/ZkEyMgGlFcYYXG3RxmAOq6h2qHjX/bYj6R3c8IcrkPG82e+iY3XGjLrnRAk31ohQKpaAbKN+Gscm0dSeKSEzCiRG2hDA20gKtI+/q4qAtnss9ALDpT4nvvvdnHzv2/DVBmHrAv1iE3EO65LmMccoblNuCfOKtVYqqn/p4byA0zdj2rN7i9c0RkeRDHA4LCIFRXEG8RnjjYvYskpFeEIcs0Qlu5hDkerOBnx+G842a8QuAm0ydG/Azt6EyahEJG/F6NBe9GD3bzZKYb/NqXPf5vVs1ciM4B/SDhLEWzRpR3Pu9gKgBd3vkRUFQXbn1/SB+0gn2GifaLF/6e+/TkvAeBXLqDszaa4ECIL2Cq+hzIVyb5uXfvd3eOCHPsiRtz3GpeeexLnLmExmCcONqWLu+ofNAzTOme663d+VueebI+iHtZmE3p7fOlr2/eoQEbxNdA00ebadG886c6vhDHML8uA9XnXr0Km2rALEUHcaJp1w/5Qw3t6E3Rvced9ZVleX2ByPo8lfGm0jBiOFLmN6E9psX8SNLWnPBYmM5Bd/4Re589xZfuAnfpLNy9f47G/8FhgN1qONjvktzmNu+Qj7mH6XFjH/1YETunMehBjSuH8XpYXYOnfmHNKRoDnfMSGkyCofIPgYu24kQ4vGKosVj8Pi8ejELbUYFrSm0gU3ioxz3/NxTv/pHyQYy2TjKbKlgNPHoiSf2VnXEr7S7bSY1JbNMVTvfLuYm5FpsDrbex0oSuRRygMVIRgEBVISfI1mEZ2dBDFMty4RqgiBEeuBN3g1zQaa1ZNID0UDkCfpGSFGGKkkWgUUShfo3oDJ9YrJtAYpXsXDp1uwb0V1qZHMGMV83sN+SvUKG+sAk79F6+zSOSahBBn0UEUWq4d0k666nUgfzjG4hpO2L5N5pZOEdqBnBwXw+etBQ4b2SeZp1YjCKUWpoJcFpuef5crv/BGnv/9P0z/3IMMLV1lWLt1n5iydOU73d2r+OSTcJAh2v6ja/hUOnYW0jmYP2nCBg48dLzMvODU3aOjH/Jkyd4kDXU3P2tbQSdd9tfLGoa0RulpupojmPoVISFhtcf0URc7OeJe9K89x510Ps37yGDeevUBGxJ/y0RMHCcL/zWIe0AhIiS41oBgqRr+ZvGBrNOT/+F//N9b+1t/kp/7G38SNx3zxjz7FwBRMyyk9FVlHa+489JDO3/ShyMH3r3SCpJXQJN51v557qMThm8m/2QDHCNgY2SRoCIoGQCTPFIO+wSghywuCjxm/e/mAtQ9/gtM/8lewyjC59nVCdYGghtRoymCoUJRBU6Ko0NQqo1Ym/X0VB5rKe0rv2qOWiGNlJQYKOAltzYjmiAOiZkdTRa4RJwnJX5+B66N6a0x2rmO3LiEhgtxFXBGXIl5Us0bj+HeOtjX7VUnCxIkR1dYHRGfk+YCt7T2mtY/Jbi2Ru/kBB6Y00YYY9x8TPaMQkJkUJEBMniQlq7XMIdzqbofe6WDrRJ40h06o0tY5TL9H1iuwEMEim0t2BfWG98Wezv626zo5ZZuxvUm3ur2eHZ3r7ftk/lnBqphwKy5gckFPLJd+61MwUQweeASrVghWR5w0ayMSQFMQqdl3h91fGmIt83scbnLOq5jvuQe9CRF5LfN5kxZCBHys6zoWXGuqd74+1tFcfL5voQ1ih1TNMk69x2Qa8VNGl59msFpw77134q1Fe48kgQ5U1F4afvQGdPG1tiCtvYJGtPMieKVRRcHzl67wD/7ez/Lytev8lb/1N3jwsUcZ2jImEQcP6qDn7nX0ZiblNtpEY4+Nb5MtOXTep53Zrbo3O2g1juaY1SdOn2uNy6EsKqwpEakRaxHrKJSADQQxTPs9zn34+3jgh/8yJZ6t60/g7OUYYosj8xsoRgQsSA1YEIuIRcSlv698IMn3MPfPd44Yxqi0mz+UnTuiCi/tv0YbcnWBUiuovqLceBqZbKBTvYkgyVcigKiUl9E4SefHtumZIClxoWFXMaNfFz3E5GxubOGCuimMxO001UaBxOz/PMsjA5F5yTGuoW/MvorYRDoyEFtj+jmmX+AgZZTPeEYkqt+ATtxG68K7VYnB59bhvEMDlz7zFa78zh+x9pYHWT77INPatF2u67qtrAfQKvjN2L6JhOsNaZ3+hxBwCUoFZut9JoS8niatEBHfRgYQywsHdAKPJDEIIzWT558Eu8vb3vEA/V4PXARLjbD2OgbEzHUrdI59D5fet5r7gX90/rLv/a1+fditIj22AZwyDNaO8PUXL/Lf/52/y1Y15j/42z/DI9/+PkoNlY6oIG8cA0mMoCFa0AhlHe2j6W16325VkX0D0DlaJhTaB2xNICGkRKgKg6fnoWfBVAFnhZKM3okz3PnxH+TcJ36UWhSbLz4B/irBBEpZxFGg1CiGd3pBeV7zoUMsoXrzwyX8Ln3Lo0nVCyGF9IrH1gE7HaAH6+C3cJtfw/gJhsh8XUhhkq0k4fEtcvBMAp9lMMzWjiclAgIhCP3lVUCzubGND/tgu293PyYC6L1vNSClFCYz+354s8j+27lR83feJLj/dwGovUXyHNPrRaT1bnx89zL7L//NbmminCiQQOZdBNs0CjOt+Pqv/1v8sGT1oW+n1As4Z8nynLqu52P/01Y7YKb7k9o6C6QRNmchqrOnCwde8DoeXiCofWQzEHMYopCYa8/k8nOwfZn7Hryfo2trhMqmIk2t2j/fkbmlG/b9hdZhwn69lJngvn/dh8Mfsis8NCbTSFbj/WIEoqDygilQLK/wtRde4L/57/5broy2+cs/8zd473d9iDI4avMGaiAxvjpJktJEstBxes8+bxjArdTjVv6WmVof2kysmTStvSa3OYXVZDaeZ/OcyfJRFh77Ns79+E9y7Pt/BFd4hi/+EWb6En0V0N5jGINMqaXAkRNrdWSv+Yg5IgnT4qZHg1irOn/3H5Kyd3NCm0SlyfRR8t5R9rYvsLP1DMqNYkEkEVywhFT7A/ZHCHVGtDOGzVqaJcjFJNLF1VWCaK5c28B7QUTNBLDb3nwhzd3M/6KUIsuy+X0sB8+6vdYR1w8xAe2/UW0tqsgp+gUBcG3lwFtc/k1oLcEXwaloizce8Jr+oMe1r32FZz752yzd8xDrDz6MnVq896nWtW673iJYp2Gac1P8CW8zEpqIbKIxjXkmftg54TUKQc1m2b+HWrk/eHqZQpV7bF98jjOnT3H6jjsINqUwpAtJg7bZGI8k0raWbrZHaA9pftMEPDRHa+7f909m+/3AIQ19SMI9oUM3FJW1TGyN15oaUP0+Tzz/LH/37/8dLl6/zL/3n/81PvwDHyMf9NgvBr7m1oQ7xnKJPh5G4SWqe9LUaAaCjrAd3tetahbHtus8m4XozcynHSaVTvGisAqqIFid4wcLLN59P6ceew+nPvAd6KPHGG1fpd56FhMus1AoxBeARdSQSjKmrCBKxzoZt/fQNN0ndg+H4VZbMy4bd9Pvm18lqyk6OLRYXNCowVEkzxmd/xr18DJ4SwOu0GSB+8YZHMJcJvXhm6axa+iImeQcPhT0Vo5Ru8DujS0skIlqzU2vJXKkS9qVd2idk+V9go8mP0RSudiO9nqb97i1bD0vfgoB3BQZGOgPcA2Wp493jsa9We0ImXvxzW3NE6nQFEKKAI3OCy5X6HrK1//N73Dq0W/jyCPfxc7Tn8e5MVoHSluTmbyFXVEJnqUxjcmb8DxvWIuLPM5bCtCJ2n2jacvcfM1NX7jNh5+dOJOgOue3uUbi0SYQwi43zn+Vex/8KA+87QGe/OMnEO8R5QEdoZa6WAQxymgfU5q7cSKPySg+x7de4TmkiyuS9Pww8zC3gQbSCBqeTBusr/HWo7QhYCmWVnjimef5u//D3+c/++n/hL/w1/86d5y9841jIHN9Dh7lAw7P1AtaAotakdnAsPaUekC2MkCyOmoRyb9hnYtFeeqKuq4xzpHjUy7FTKtTMWoXJYoqq3GDnKX1+zhxz8Ms3Pl2jt3zFtT6UYKqGV+7QD16AR12UEVGrMzgESmIqExC7qGtmfGaHjj9Dc2bV7rKLRiMRHwaKwGvLMZNKOqaSbWKPnEEG27gX/wSS5MJQfKYu+ADeQq19cnHkTUM5JCuNBKthADOgTIR4sKWOHWU7OQ9TLeHjK5eozYGpWQGS3LbAzSjVjpY1HRM7+gdLPSP4MYXCFiCEZyr0alWd5LTbvdGndYd331SIpGB5/UmYs4xWVzBZdH0GCwIGocmC40/S27Ol77BTTqELndNEbKYfOlNYGKnSG6onr7I5s/9S5b/5l+l/84fZfzZn2dpaRfXg9omAUEi3L/uZE/fLh39VmvNOtFBIvO3ELzHaVBtUIQQ1AyzrIkIfQ03Skupnn2ekhVD5OoxUVbXmIUSLn0NqhHvePQh/t9f+JdQ1vQUVKKpvCM3Haicrr+m7ZuKeGQpZYFOTR8Bggp41yCZ37xJ4xv1DaJCDNSRbiSYQEgiqw4Bg5BjCK6xGmQ4q+gvLvD0Czf42//13+E//qv/IX/qL/74G8dA2skKAZ8pytwRxsKiNoTCMtGOauUY+ZH7OHLfQyw9cB/50UWU1mhj0FpTliXVdMp0PKKalsjeBmp4A1uWlJMpdV0BkOc5eb+HyQs4dori5DlWTpwmO3YMjMaONyk3n6McXsbXO2R5QJkIfhaS5CLSeo9TNcCuBHurBdb9/pDfHhLvfvDUw68/M1u6FlIjSKDCYAbHWRgUbD33ecqd6yxpg3XQRC011shkMJpLiDxwt669P0iLgeQ9qN4yZmGNjZc22dvdQ2d5h8rIa5bEJd1XvGMwGGDynOBtBKQUkCZIYu6E19r2qYaHfCu+AiXk/YXk3OwGsTbiWHPGm6R+RL0eSbM7M8wERAlFnjOuK7zzPPNHn2LxDx/l5Ie/mxfOP87mlc+zsBYI1OROAEVpoiCWvVmP8wa3VmhPr+fNq9LuxWTYeh3CYct52o8jGZGZZpCsL9bV5LliurNBuPIid91zNydOHOHicxdYXOxRB2J0KNOZvNlVEVJPPTEyUqTZn4L4LhhlwCuFf4UAFxMUKpWwDcQoUOdDa6mAxiPT3LyBI5LW4hB/ZKidpVhcZnc64h/87D/k0oUXXj8D6cZcNxJBHWCKYVVn9DXs9DT2zJ2c/raPcuyx70EfOwE9FbGfUr1l7z1FCAyUSjhRJoadVDY+hffQwKlIigxSCkLEVgp2wnDnIsPRNXy9Ra4mZGYSsa2I/omZSSeOTEMXG+bXvrnlSmt+x4yw7t+Qh4p1jbjX2EIPv3JUhyM2Ez4W3RqbHv2VO/DlDrsvfJFQjQipCBU0+yTMrtFR3yUcWJ/7ehXj2XWAic8pVk6RL6xx4fzj7E2mmMUBCV9kdsFXvRUbdtYwqADesbyyRNHT1KOSCNivYw0XmYWdvv52a5XBuxiGOFhcgEDECJsHLX9Fhv/NaEITNSepS41kEb/LU0Go7Z0dnvjnv8h3PHIPpz7yY5z/hS2qvWcpFhxCjfI5LWBdY8PqruE/ge1Aesnc1n2DVMaWmIa5G0Yt/qDFInjITcZ2ucP1849z8jvfzmOPvo2Xzj9L8CEWQVMa5xLpTVaCJkK1VUYSThlEf4UXcD4Fu6Q9mCVLwy3sGVTK4JTMGGxImkxrnAgp2MYn3w6t4Eliij4ETK7RklGORgx6A2w15Z/+4i++PgZyGMIjIignLJmM3NTsaE/x4Hu5//v/Akv3PEyQwGR0Hrt9HcoRwcfwu5CKKmmlE/CgRtQAkYWEaKsj5Eeyc3rnYhjddEQoh1R+hFcTcl0RVI0xCi2Ccw1YXGdJtURqJuF1xvzVtcNNlbe4gLzC92H2dQiYEAheqKXHRC+zvLhK+dKXYPs8i7nCjgJKz/ovN3uEQ/hhY7NtpBJCQIvCuhy1fAcUy1y88DI25ddYZ1GJuN8eLZW5/6N92rOw2EcXmmqvTH4wQUuseue8fYMYyCs070EUWT+i/zZFi76VWmPmPyCoiMSyBWXMPfBByNFsPf51vvJPf4mH/tpPc/K938eNP/g5lL+GNRXKKXqVAe0JyrfS85/kdsCyGLqfzX/7mudWOi/2Gxs6H4hEumSMBidoXbF18UlO2E3e9dgD/Pq/+nVsZVG9gtq5KAB2ERoSfkyLgiwhhuYzywyK6K4hJieHgHU1Y2+5eRNQKvp3VfQfK63Jsog7hzS+o9iPsD8/RyKtcHimkyn9Xo7KC8q6JstyAuH1MZCDGPOxZQi6rBn3agYPP8Tdf+6nyO96J9PxNaYbT1CVVzHKUniLSCycJpCIFITSwzQQvMH7PKp0MpuwQKOaBoIqoj1fTchNjcpcLN0ZhOALlGREp7Xn9dnVv8GtuxNCwNcOrTSVzTBLxwni2b3wOMV0A+MdToSogdzETHWLNjPUCaILfJjgSo9llSMn78fteS5fvIYTRUg+ktm5tz+GjXpvjMGFwNLiADJhXO6RZXHz+RAI3rUb8Y1mInNZykrFpMUQKPKcLFOE6luPnMoBCklLJFvxx8b8Ig2YKTzzr36XIw+/mzPv/yDVtZfYfvY3KJZ3cb7mCH1qb6lUA8L//482g22J+VIRlDOgc5PGMOlwjTnqjX7yjjMpmmE9/X5gd+Np7MbTPPDOuzlz7hQvvLiNQXDBg08gsUphXYV3Fm1ifXXrary3gMNWJaGOlTD7JqNvMpYXF1leWmR5bZGiX8RSw1mG0jHT3afSwsE5JsMJo70xe8MRW8NdxlVNXUVk8qAFpTOyrI+Ipsm0d85HNGttEFEUCdK9rh1GSQSxrWu0Lm6XgbSG+aS+dTmwtL9QWqjFUp44zlu/70cpTt/PaPsS1fALUD/PIFtCmyWCH9OVg1yrqMduSdCpeprs20gpMisIVmV4MTT4qN7FWuIagw8FeANSpgiI+YXzjSBUN29dH8vsOdrvul+FVJFBGUJYYmV5Hb9zkfrGsxTlmNqBSH7gKrffHSH4aMLCBSxLHD31Frau7XH18g1EFwjSah9Rvb6Nqm9zTFGI5YqFpeU+aEtdj+mZaEP2Ps1HWx7iDZibjoAjIjNgyxT1RapPbowmIqS+vtu94S0cfBkT5EIsUCYRXlsladGYAramfO0f/T8sn1rn2J/6Aa5eeRqZPs1KX2HrbmHndN2G+CV1pytc3Nr4+eY2acw+0tDuJpcsITwQUEHPsvHjT17THDdrvtXAwz5hlpkB37sI898rPKPRBrsXn2D9vW/l7Q8+wDNP/x7SqyNmXyp37OuKQS/DWk9lp1QuFsgzHpZ0wYkTZ7jzrrOcPn2Se+46y7ETRzl2ap211WUGvSya+rWOfxNabmvy9x5flYxHY7a3d9ndHbG1tcOF8y/w/IWLnH/2PNc2brA3HTN1DoJQFH16xSDmndUxiq+eloiJCcCxjLQgKoumrdsYxRmmVWs/7TiV2gUo1Hj2Bj3OfvCj9N/5AexwB7/5JMY/T1AjCEcILsfJlHnC2iGopFjoJGU392qML81nijG5jxE+Orj4rSgcCp9sh43ZMLTXju1mGtQb39IS7JpR9/ORrnUoRDNeKYq8OEpu+my/9DiML0EdcEEQ7dpNPkfS2+GcjedhrKtptfdkOqAc9BbXMUfv4qVPnWfj6iaqWEDrLtrybe7A5rkEgo/OuzwzrB1bg1AjoYq1IjDpR6l4tITbj5R5hba/5jgJ50wXvajaR4ijg/1/M9u+4W5nu1FNEiET4vgGIyxJzvUvPc2Xf+6X+MB/8dPc+5Ef4+K//j+ZTK6SmTrhqanuLuj8iddt1mnXAPmt1rp8L9Km1r7HG6llHGAe7NfCI3Fp++N8LCKW1Qxy2Hj+cY6852O85/3v4ZO/9mnKyZR8ZYFCFGU5QREYbe9SVSMGg5w7z97B/fffw9vueytvvfetnL3rLKunjoLxEKZQDWG8gx2/xOjydexkJ1ptfCw7652LKB3GIFqTLR+nt7DKmTv6cM8Z0PfzQT4AzrB9bYuLFy/x+Fef4KlnnubZZ57j0uVrDEdDer1FFosFvLPkWlMHcK6hNLqlCK+agYS0qbuaR5cgS7KXiQiltwzuuJcz3/kxpkEx2nuJnt9G9IBKlhGnwU1RJt93l/1SjyOW4JwTZef+irhYszmEWDI1RBwor2qCSvWtm8SflqAd1Jy+sW0Wfz8PMz3T6LqPrshxwVNpxeLSOmyNGL78BKraRMsApzzBuAghjXQ2DzPm0bF/HNxS3flT2NpDbTl+993QX+PZp89TVRbfA3xMZCKFFN7OcIW0u4UoKTvryDLD8rE1wBF8TUy89POO+gP9fa3toLCQ3kUnegBTFLEW2WERa98Aa8frbZK08Vkc/0yw8lXNVCsGg4KX/+DTPPFPT/LwT/wo6+/+AS5/7hdwvEgv0zOts2ndlyKJJjboBLehcX4TW1cDgRlznVvlb8DebgTmGTRKw6xm922kwuZ3ogIhlAwK4dKV80yuXuShx97FXXfezVdfeJ7JeIivHN7W9Po5Z8+e4uFH3sk7H3k773j4nZw4eQL0BMpr2BtPsf3kJezedfa2LlLtXceNNgluSsYQk+r5QBSSvPeIUsk8ppn6HCcDTLGIyxbJekdZOnKaYuk4S8fP8I53rPOOxz6BCz0uX7zEFz/3BR7/4pN89StPcenSVYJXLC6tkJksrrWUg9eUP3vVDKRlHo0GIj6Wnwwa5+NnRsfKalXR49Qj78OcuoPh3jXK6goZNcIKSvXIZYIKJTXm0DnAWAAAIABJREFUlnu0zcJsE226HUohw2JwaLQEtPKxbKp4vFgEl7QPQ1sW803ZCzPm0VQkm6Edkp6tSVyLgQRlpSFfJctzdi98Abd5kcLHglBKxfKyYXb5fcrb/O66mQYSCChl8XWgdAOO3HE/1dTx/PkLhAQO6cS25qv9t3qlNn9PD76inxuW11bBjlBhjGhNSMV25gj+q7zHre+e+tyIqc03AkJNCFV0omc5sSJjFIJUCIjvTNG3iGmr7cZN+mQCTJzFaU1/x/L8L/86R9ZPcvbPfifj4UWuf+kGRVGRicLVcX85HQgqrk2FQwULaIKom+YRfSu07jJvs6q734dAcLGqnaZRp25/IltmESCk2vHKK5Q3MTpKeZw00ZAKk2wwOItRNWq0ze4Lz7H+wQ/xzrfdw1ef/jK1Upw+us67Hn4n7//ge3j7Qw9w7OQauD3s9stc//rnGV15HK49iZ/uUld7SJiS546lzGH6joBNzCrmac0DproU3BXwbjvm1zmFLTV2ZNi5Ygiqz06xhBqsoY4/wvId7+TMqbs580Mf5vs+9r1cePZlPvPpL/C5P/o0z54/TzXdQRV9fDYgGBOFMe9uQwPZ/0Z5tI8Lr/IafE3fKKZicSdPsfTw+8AN8de+RuZ3UVmMR8ZP8FLHGtPMQl8OndpG0mrU632LOYYPRwk2qIgENZPLYtld7WTueodd55vbfDTbhJyYyDgrJ5vYMC5YlF9lael+/PQqWxd+EzMcYsICtZT4FBAwM8Hd5FYBGmTf9qPWjhuxlUSPCAGmxV0Mzj7C8xev8+xzzzHVBpsXVMGi7QxQ5fZaY1MPGC0oO+bI0QVOrJ/Aji6RMUSbHkEWUXgimKWe2SVe70SFmebhfRwnpXTcWDIl2D2K5TXUwgpsDBECDkPuHZmH8o1DintDmu8Mx4yhz7iJUopCBOcg94rRlS3++J/9PIO7j3Dq/T+A24Th8/+Wo/0aSsHrQMiFiji/eagQZVNIaSxC9q2cbNisEI/MsuuJAoBznhAcQQtZpnHi8MHPaRK3dZP00hNQQaF9JJ2VVHjlCSIop3CiCdqRiWC840SomH79C/Do9/LhD7+Lyxef5cEPfRvvfewR7r7rOGZgqW+8yLUvfZLplacY3XgKW75ML9ujl1nynmZhUaGVQpu4diPnzFJidWBuf3fWQwDEKDIUOYAoQnA4W+H8CGuv4krP5Jk/ZudrC5ilcyydfJTF049y393v5L6H/xx/5s9+F5/7vT/kN3/zt3n86efYGQ7JltdAmVhO43ZGsu1aKvgSJFofMhNt2EEsFuHo6XMsnzyNn+yCG0VoaYk5GyLRWRPQyYY5P6FzRqxXtXADXXyNmULfQHqkz1tN5tU/8TeuSav6NmYCaOyoimkFJlsiX+6z/ex57M5VehK1u1ivWoigbm1a2eGPNTeAjVYyb9IKXjGaOnp3nIVT57jwmU8x2psQ8mXqpkDV66HlSUzUOjoZlhYXWFxeoiwnBGcJ5MmsF+fwtd/qMNv3PrNY6IY7R/A7lRt0nh/Uzr4l1glzKBeHP1l65hCwqUKoDgnuQhSbT13kc//wH/HdP/OfcuZPfYTzk5e5eukJji8roMIFTRaEzFeI8vEariN2fIuMw8E2p3Lf9Ns3pvtplwWFChlBPLUZo4i135XVOBG8OEoFVvVZFoWZTEBqLl96muWrz/DAd3yAv3X/A6yePgGj84wv/h6XXvwUW5e+TGZ3yJxlUTxrKzmqWGDCGCRVXk3iTWgIb+pWC/nETfT30PkTbd5oo1AhYEz83dJij7p0jCdPM3rhBXZf+ndcHpxh+dy7WH/bB/iev/S9vO+jH+Mzv/v7/Oa/+WU+/6XH2bUZxeqpV8lAbkLgI0eOr5RKRpViwPr9b0evrDC5dh50jVIZsRZyTZAKIUeCIdD4Nw4SwGjKfzWiQtI5QvddZ3u1ViKhW8v4TW0x9ZqGccw2gYZgCDLALJ+E8WUmFx5HjYcRDlpZnK5QIYuQ0DTPdzOyG+YW26zNiK2vC6zOWb/vQbDw5c98gbL2+L7CB0f2upluM+YR/+fYHeuohYx6dw/nAwaTtsB8fNDtM5KbGepmTTovYtiwR4oCXRTUIYWTJ0up33fzN8sd0jKPfY81I58prEQEKwHlA1mA/4+89wyaJDnv/H5PZlZVm9eONzvrAcITliBIEIYGABGEaMQ7hk40wSNDH04RUihCXy5OobsIXYhSSKcjpaB0J5E8ISSAojtSBHk8GoDEEm6BBRZrsFi/s2Z2x8+8rk1VZj76kFnd1e+Y3VnsLAdQbvT22z3VVWkf//yfxoIX5ZCt8F8/zn3/82/ytv/qP+Xmj/4CT/zJb3H23FdZ7ykOm2vS+GQWjYaFhMob0A+U2kzMZHHN5bJXvdzWHq9WWLYxorYmmhqPQUIPiSVWlcKMMM2YGAbU/T4XfEk8eBtH3/RhlvbfgjEjVpdGXPjcp9l89i42Lj7IYHiBg8MJpQRccNhYUEpKPLC2YIZCnvshnZVvoZ3anl5+mbQzU/NggLZUhiAUQFF6SjNGZILaMVvjs5x98BEuPHUXKze/lf3f9TF++GPfy/vf/93c9ed38Uef+vc88cwLL5GByPxgCenvQDpkRqDxDVY94gQZrtI/djt4z2R0DlcGondENanKnjQQS1qY8tkUyMLjrjolL6nD7NpKcgMwDiDPYMdME2einmDR4HC9/fT27Gfnsb+hOfUISxKQqATjs51eF8jllcd1hS01IwqGEAfI8BBrt7+Z08+e5KnHnoSixEsqKWyjmT1zXu73Glo2VsfosUT2HToApkGbbRBDpMBle+235q69nMy5SwPpPiEmE6qUFVKmqoS0iqwwE23aib52FOJXqMm8T1e9SJk5wBEloZcItg4sRcMLX30I8/Hf4y2//A+57YM/xTN/eZHRuadY6SlT55m6iAkFpU+V5tR0/J03ZJPL/P3K9zUt/9xYZqUmaqqH7qUg2BIxjiI0lNFQhhI/HjCq9rP+zu9j7xs+iK1u58JjzzO4uSGeeYyT9/wObulZDu5XYpxQWHCmQoxFVZjESY4pccRcebVFWKZzFl/aWZG5MC6gUfE++U+stQmHsNmhMoKrekxCZBIigyXL0pKwef5hpg8+yrOPf5XBLd/Dvtf/ID/00x/lHe/7AJ/907+4Vg1kbm6BnJonBkwkElBxuNV1igOHCdNtgp9gygYjZUczaGMlbzAD83VtXcI7q+6eCJokXKMQBGt6NLWjt7qGjjfZevYBdOcUNipBQnbA5xXIoumsfvRL6MWsKp/NCL5RaJo+1YHXYPbcyiNfuI9TZy9iBqsoYNRn6/iCYfHljT5GytJw8OhBYIqfbuKqCjElEgNCBLHXjcV3I3KMGIwIoa4pl/dQrS2zozPWns0/M943i3K5EcSPS1pn8a2CUWjdfgaIBrwqVQ1PfOqzmP4qb/3lf8DNH/x5nvqj36SePk/VUxpniaZMCZWmAxh4Y476sq3b01SVUAnBE2NASkEK2YV5dm33bINdIkJDQcBAbDAhgFZshxWmYYX+be/jlre/i2r/TWw+9jwP/ttf49G7v84H/ov/mFs/8BaWb96PTB+jLITRWBGW8LFMZmlpUNsAEZNr6LQF9V6ROcqMo20xRqJArUoTHMH0MiJEwDBlfTlglxs2R4+z89gJnjvxddbu/EHW3/BhfvznfuYafCCtmbp1qokkrYJcsE7AC/T3HKAYLuGbEZor9Il0ih1pS5Curd74t3frGLEVEiJmS5mSsw9MyvQs1imXBoyfu5/mwnGc1kRxxIwomvBxzMu2LMzgZ0h5GVtjx023vQvCkPvufZApFkyBoUFiJJKq3M19j90DONeDFvvTHtT5Z2KgP6hY3b8OcQf1O0jPoVIg0adET7GvrNP2Mnk+c/+aEBqPWSkZrK1wtrO/g8naNVnzuCb8r1e3dXtlU9BRRilIYe3egDdKFWB9o+H4H/4JxXDIG3/+Zzn24THn//rjTLaeJxbgBgWN85ioM8Pi3HzSWfOZ6vutCRavfFtc7xlihQaM2kXGMdu6Okembv9J6DidujlWhhB7NNZQG8Wqp+9rerHPRl0yWrqNtTd9mINv/XH86bM89Ou/zUN/9qdsP/0Ckxqe/dzd3PqB99I7cAebj3yWYb+idBbUE9tSuaopIbDdj7PIqtyFl5m31s15232/kU1AswlYNeA0QRurNDSFUhOpVmqWlmFn4yFO3fM0Z5/4Ggff9NFrhzLpmsRV8oNbic1Ylg/dhO31mF44BSpYKYjUc/OBVulimfs/vuPbrjwPZF5zIlULjKgamlrp71mDOGLrua/hd07Tt4ZgLJEpNqQiU8HoJST7kkdyeY9Am4WtGhhPIzLYw77b3sbTT5zh/vu/ifZ7eBGKkKCjJ0ZSnfVZoELHBkunvkT3wbMx6oz2xhhYW1lm/cBemG6iYQxSoOpm6KJBBNcadl+JbXEJVpss3Lf2DUNnWd2zjkmABbRsL+UPMf/dDRqO1J2qFnQvSqr9YbJj3dsEo7SMoRg13PfJP0DMkDf80k9Bs8mzn/k9TL2F2kAQT8+ZGTbdghOWmUEkM+d2Sm6UeWlpTOd0dDTIWcvdVZ1/6F4/u2aBN2rSEDSnHsQGEUPAcmHHUt70Jm5/789QHH4zp/76i3zpNz7BC3d/mWo8TUWmHDx/9/1MnznDytHb2Hl0DV9PKSqDb3YQqTGmhBbQUM1MAFro+stMfr4cbmHLJxtjUFHKUGOZYjJ18UaoTYGagmUH0Stu1XBg6Bld/Apnv/TYNTIQIRfdyaFzWUqxJh9MA4MDh6A/wJ8azVPewxaGAFTIrOBSVwP5DmckC55Q2ZVlrVhnaaZKUVQUwzW2n/sGO6cfwuoENRU1AuIp1WB8RXQeXTAzsHA/nR3z1sW6GzhPCTHQTGsOvvENSG8f9931J5w+ewHdc5Sgln5MRjZvDU4vV3WgZR6CdImMtENetPvEGFlZXmL94H4mk2cIfkJpKgIm2dpNaxpdDDv+lloHnwg6hCQ/ynsPhaW3Z7XNk0yGxUyIdUHqvkH3Z6dbPmtOoonpt3Uy2jGNJRKbyMr2Dvf935/ELfV47d//EPs18MLf/C7F5BzVIDlWW2h9mTGKrj6S55UXjQN8VZtKl/q3enH+pt2XHSIqneVFOgi0LPzRYZSKSEM/RAbRsMOAs7LC+jvew+H3/CTT85Yv/otf45Hf+UOKi2OWFMpBSYiaUMePn+HsfQ9x9Kdfz9LBY0w2n0JxBGtIOLHtOcu13bEzS8W3mvwsl5yFNCjRSBVyKgTJ/BkkVSaM6jAxBUCNosf7Cb1CcG7C8lpDM5leIwPRdgMZXLAYPNEoUV3KAK96lHv3QgwEfxFrAhIFi8nabsJRSRQn3iDb7lVou8xXUQ3RNBgiTsGoZRIK+kuHQAObT30dts9S5k2FxjS/mBxJdmUCO2cezBIXhYCowYshZMk6NA7fX2f9u97N5oUx937tfqToJVwdH9NWFovVeAn7aZ80DzFN65k0iVx3RVLNNasJWThGz+q+NarlATvnL6BMsKwkNGYTgYT82z24r3yb62XW1PhmC0Qwe/cjGdQxiEFpMNpCxZhdv71xm5DWw3Sm0GhGwRCYWiGoYYDFbG/z1f/zk5jScedHP4D6ES/c9SmGG9uUgyliNNvCI9ZaVB2oQaQBasAxK5HwdzQtC0rCVWQOJcH3LyTbdRhJ2sfJJKWieLFEcWhI8WhWIKoHp/g6UjWOxveYrtzMoXd9hP3v+ggb9zzBl371X/PMXV9mtVb6pTA2EJoGh6U0lvF4wmN3fZ6jH3oz5tDbGW2cooiRUhKRjloQTE1K0rbXNXBjRiMQbARE8Eby/m+LTRlsTOJn4xwSBQkNKpHgDOXaNZS0bcuNqkDEUfkCKzWjItDEChsqZGWZYs8aYbQF4SKF9WhjsKY3X2zJ5VyljQ5gt2XhO7O19Ccm1uklUkTFRqUeBZSDlMu34c89gD/9IFXdpHnRhgogV6ILLhXVMjNGsThzXYVc1KLSgDTYmDLLo1NcMJwfCe6Ot9O76W3c99lHefj4cUw1IDYeh6GxqeBWGcOMIczhLXa3CFKDGow6IjZtRElljMsQiBo4etsxKJVm53lMFbEaMVoTjBLFJhtsO1HXgV5395uzU3x9AUKD23cQGfaQHZ+IhwZciBixC3kYN2TrzJOJmd3l6WtDkVs9FBEkGMa10isNq+fP8uDHP8HysODg+38UP+5x/gufwcUnEVsTJZXswTcYLDELBUgWKq7fUr201tKOF+FhihDqgARS8TqXJHuvMc9ROpguCzPBakK3MH1ECkKcItQUBkayxqYuEQeHOPTe/5ClO97Js394N1/69X9DeOAhjmHYtobNkJm3gPUR6xyNjZx9+CHq4xOK/d9H/fDnKZothi4Qg2GqJXWRg2ViMaeV12F2uybuYFrw2oRmMH9eyH3wlBFwFtQQs0YWY/PSw3gXnqhk6XJOwoxNtRVMVUEItNiYqWOtOrw4gvRda955+ZNxw7duvWNpMmevMOoJssM0lpQrB7HWcuHZh4iTizMGMbO/dnwP6W1O2a6k0Sa9IIcHYzDR0wOMFoybgptu/W6Ijq/e/RW2xhN6K0uEoKlQoyRX/Yzxzxj91cjF4nrPxx6oqoLDR48ANaOdTfq9KisbyQ/UFScX9vD1amIRAjRT+oMlisGQwAUQzWaf+Xheje683NbGYlxytqTT+9Zko4ol1X9Q76lKw+j0Cb7wm7/BB1f+Mw6+50dhJ3L+m5tUZoupTlizJf3giWFMXcDYlkRdooo+Q+p19YBXr7XCbOtju1IPpH1pkql3r+PczSNEeqAeF0P2xSm1DyDKSmmxdcO5nSHu0Ju49f0/gatu4vF//ft8/uOfIJw9Tx/DWAxJn04tFZEymRoKW2fOcuqRxzj2uvczGO5jZ/MpegNDSmvw+bgnS0Ma2ryY2CvZZJdpbPFUd2czr+9M1etcpfoSY2lnFKRtkSjJQZdof8AYKAcruMESGupdvU3Tp62DNCfHyIJv4Du3tUjF6WB7hIbCF9goBBTTX6O/spf6zHG2n/sGZZzMDkW78VJESZovbZMi89x1Z2/RwKWoWLxURBFKiVQxMh57+ntv4cBrvoennjzB/fc/QG8wxJUltihRySqsLtqR4VKNJ7XW1DPbEPOeixJiw9rqKjfdfAymmwQ/xYjNwRdXCqa4TntiRnkcaCA0YwYrK7jlFXxbsW8m/szNgTfqDm0Fs9nRYn6kZi/m62YJuBiQoPg60G8i8akX+OL/9Ots3fsIBz/00wzf+CFObVfJ9BwbGpJqYzQFb3gpFvfB34F6NpNnr8I8ute+2BWtEVa0xIUeoo4YpvR0zLLCeCtycrvH8s3v5Y4P/0OoDvOlX/0tvvhr/4bls9usmgIvUDuTj8B8hlJMU6QsHKPNCY9/6UtQB1YPfxfTYGliRaRIwmU2cyeU6lbovA67L0sdmhml5BD/FNSTaY4m/5dqi4zOLLGxdcq/NAaya3+IkIDYZosXwCq2t4Sp+qjWXMrFcr+zKj0L3ZLFf/9ObF3pMI06YglYAkFLquWbcP2SM8fvJmw+x8CmcL655JSkp4wCmN/y35eRqqDNTo7ZF+EIGJykEP+LW5GV29+O7LmTu79wL8+fPY+agoilCWHW4ZaUdu3cV6xjp4YWP6kj+gJKCA1r62vs3buOn1zAOSWqmQG/tdAsi1rWddoTuW+pgE4k+jFmMITBMEOB5Hr0l+zLG3OPtr2a5RDS6Xp+zeQXUWIbWuYLtHaYWtiDpXnyOT73v/xvbH7zCW76wN/j4OveR9yGOJ0yxjORHoQBVXA4nSzug78DAVA671d6XbpVr7R3Jc9Ng6ohxgG1pGCV5aLGjadcrNfpvfknOfIjv0hzzvPX//y/56uf/G2q6RQrPcZ1sqaE0CTiGlMUnJVUQCrESK8sKRWev+9Bdp45ycqR1xHcCo2viGKJpp6x+Tno6is8cW3rOtXzqy1N3iYpdv4pf25DgOehwC85O6VjnU6x8pIcLqgg6qnDlKK/gin71M101rnd3v9Xr4DTjdMWNQSL94qxyVEZ/RJVbz/js0+y+cJXKOKYeKUAq2t5mpAYSEyaSiQlDk4njqbYz77Xv4eLZ6fc89X7MUUftSVTH1HMQtjjLAXiRTdyq4FkRqBtyd1A7WsOHznMcO8qO6MzhDimLHqIGOZwNpdjQK90m2tsMVqMRHy9g6yss3LwMN6QIHmCErNpcO6ju1F1kJfQZnxZ8Ba8NQgVwhJKlRzDtTB+7HG++L/+GtvPn+H29/8kS8fezkgrUs6Xo24qylhQTWsktoz/OhK5V6C1zBMUHwJN0xBimHV5ZplBCKqMtGFiIsYopRi2a+W0Dtj/9o9x8/t+np1nTvHp//Z/4Pif/jX7LETj2dFRThqSJEeRdfJWJRRBjeDrmp4YpqfPceEbj+AGB3ArNzGqXToFJs5D5jvn+EZuszG2mQWXfe3aIyqaHZ+JGxlRIhHTG4DYXOdhbpj9/yPTWGxzyVpxWFeiMmE8bej1j2ARxs/ei5ueQCQSZXedlGt81OxURIwGbEzSTJQeE1aoDr6R3uHv4uF7HuDkqXMJplmSlqLGdZTvF6EMs1OYNYhcErOVZkLwGEmBXQcPHgCj+PoiYkNyUKNzE1YXsv/V2C9igYD3YygrBnv2EAuIGuZSlbTGn65B4tu4ZW3Ei8EbQxRDlBI1FVaU4TQy+fqDPPB//CumFyYc+aGfxex/B82oz9AWqFFCgGXXS0WplJm0uphs0aUe8KL76OW07q11ZhWfmVm6BaBg3k/VXLGwlQzm6hkqFaFf0pQ14hsmFy3n9AjrH/iP2P8DP83GV57gL/+bf8bzX/wyS9O0dRtJ8Eyl1BgxNCaZ90Q1V1NV1OSoxBgp1WC3Jpy890FwSwwOvYE6lknuImnAQrhxgzZ2NXPZhd693rtNWBnt05vsnDWKWMH2h5mYNFdQIdsvdz/zBhZhXnJ7sTHIjLjboqCJkcb3qFYO4bdeYPTs1+g1O6gYvJ2Hjl7zzLQ27yx1WY246BEi02i52AxZe+17oFjna5//EuPRNJuvhNjWk50bzV5kSHlArTmSlCWf/kkIIdUtWVoacOvtt0M9pakvUlYpkkM1ZpSCrIFcByK9WxjKHccYhxDx0xEgLO8/CCWpNrVYMJLhHa+rSvTqtTwME5OAULspakfYUBPrAOKwCL0t5exnPs9Xf+PjqNnPsff9HHFwB1ujiHGBaKChyH4ynRNtyJLm/Iu8Ba9Ta8Xe9PdMQ9TWrCuzYQOIzOFAombNnA5jAcQ6rDX42rM9MjSDOzn8/l9k71s/xguf+Rp/8U9/hTN3P8yqGpwpid5RIVQhhUpDSL7J1uSjM2MyMRficwpVAy984xH8zpT+oTdSN9Bok1EfIgnY8tsD6smk9PXuK+MzcflXamlCQs6oNhmZw1Y9QCD6Kzxut5VSO39/O7cuobnMqz1Y7WYiErH0hgcx1ZDJyW9it05Q+kgwjgmd+bvWqekYhxXFEig0aQKTKPhqH/tf/x5OP3uK4994IEXSiCHmmKuUa/JSHrr7mo4TnfRsMcK0nrK0POTwLbegTUNd71CUGQE2Q7nM7/fK7oPL2sa1teemAEQ/HYNCsWcd6wwxR82ImDkzfkV79eq3WVU9oPQFAtTllOgm9E1NFYWmLohuCXEF6wFOfeZvefgTf0CxegtHf+QfMF0+Sqg9qlO2SPV8kpmUmcapu15zBOzrIBgIGZ4/5SOlVw7MaQvRMY8FNdYgmYFojLMckNjJTQu6QzlpcKMh1aG3cvRHf461N/8Qx//w8/zZP/0VNh46zkpjkZjAN3tasFT3cU2Jl1Rfp4oNkssgpIJ7aX7aM2UDDHCcffZ5nj3+DKt7bqY/XMVrA2IRjaREwi6NvHGbCZIqaqWXEsQQNLt4tfOS9B6xqFicBqoQcDEdtlhYbG9AW3kOaS0RLVRHSyy6712i++3cdjPDXS+ZE0chSbk1BeWe29DxBttP34s0Dap9jEZsrOf3vdap6VwvagniiESKGGmaHtXRN+H2H+Ord3+NE2d2wPUz8qdiNGDwmFxGuIs2cPkHddfQ482UaOqUfOiVAkfZwKF9+1g54JjWT2FjwMkAEIKCZmQCoUbws6Sub7Vd0RzbTpEExHisvwjNNm7vYagGgBKM+7bfkVdskkQF2wacGcGWKWw0RPAYtmvDUJVH/uj3OP4Hf0T/tnew550/xrbsR6VKzKgxWC9I9KBN0iY1M2iNiCZpXPRSOI5XZBgt81DBRMEEQaIhZnoVc70cow1Oa4xXiJYohhqliQ2OyBJCRURCQEeO7a0ligPfw9Hv/wX6B97Fo//7H/P5/+5fUT6/wUopGGuJmsyyEU8TFW9S7pOo4HIIeCQhA/hW88sbLwhEC3HjIhv3fAPKo1QH3oCPJT5CkFTlVWJBxxb9is/fK9XczIq1kC2llxKumYaYuKnVQBU0QbMXjugstp8YSPTjmVaSmEdWFQUWK+jduBPziraOJOsQpnVEixWKpTXqhz9PfeYpxIOYCqsTLIEorSno2iQ4YV56GApqCVROsZPItB5w4M53wqTmga/cw44s44oBRJ/gGSUu8HOVZJFtrVS7eyIwJ/jS0LiI9QbnC4JajBTYRrjj2DGGS2O2Tz9KJQbLkCA1USM2V2U0kuriqaYkr6vnm1xxmq8us80sbkqUGlsopd+C6UV66wdxwzWEbbyxWaSN19yHG7HNIW0UbwKiUDWJcU8QwGMcyXIgwrQwhOgpdhru/+Tv0tuzn0Mf+2EmG+c4f9+fMeAiTm0GwPTJ1CfQ0pIUATiXoq+PS2u+2lYjJiqNcYBLvtkWgQGPAZoQUQqcCB5PkEBQgxNLmArT2uLtMVbe8n72v/VDMF3li7/ycR7+3X/LcHODflHQmJQAHENK8AsAVq8hAAAgAElEQVQWGttA1u4kzkFOEybZvLc2m/a8ETyBoSrNvY/AqI/Z81qmZz6HdRfwolgtsTgQz42eI+dsmHlvgBTKdrWwPFVBKWaDUrJKiEVsQpFcYBKzUJbZQ/j21zherM2B5nTGeMkfLLHpM1g7DPV5tl54iKipfnJ7oWq2L8v8Pi+zGwTvKSrHpI5IucT+W2/nuWee55FHH6esVpjlus4zqhaWKWvgLwHAzWTwwaS1OGsRkyAgjt5+DKwSpuNkh26Rejua2e5T8nIMH1098MVaSvBKNWk0NJSDPoPVVXZ4Lpn1roPU/HfVrgzAN//cAl8qSehjAsOqYGN7g6//7if4vkPrHHr3D7J14Wmmx7/G0GX8JGnBNFvIm9aX1fFpXR8rVmcUHpM1qyggYnO9ScEbk4TYCFYDRfBoVBpjiEWfC7HHqBFMuc6Bd/4Ye9/2w+w8dpq7fu3XefZzX2Q4HVE6wddKNegRCJcg/s5sC9ql97sG3TlbqhA8nDz+DPXp0wwPHGXn8T6wkc/8rsm6zvP3rTSjxqPGo5JeL0rcW5sj2RAl4DXZsY1LzscQO0CJ3znn8JpaUq91nvIC2bEsFG4fg/5hpmcf4eLZh1GtMWaKYYpo9iXM73RNz12Qwk3C8VEtGMUew6N3Ygar3P/lezl15iKmcMS8du3mn4GBZq1UWuyt1mGeF3R2Te5jwkVKRCPk6zQ2rK4Nue21t0KsmY53EvQ/ETG5lgwwyyHpHJyXm1pwtdmaBd5oEnqMdShK8GOq5SUGe/dkMMLYCcFsh/xtvJF1zkSSgJITxsh+KJ1TKAEqa3G1INNI3ws7jz7NNz/x+4RNw20f/CnsnlsYidA4mQM4Zr9poqNCgiZPvoXrPXMRk5HYbMeXa1C1qJZESlyMuAybo1hM3cNMV8EcQQ68hVs+8ovsfeNHOP03j/IX/+xXeerPP81aqKkqYWQUeoa69mhoUYrTXEo+NCnHN+/72WFq55vsF2JujTFw8rkTnHzsYZbWDmDLVWIgnaG8B29kxtE2YxBmLzUU0VGEXS/vcN6mV3DZjEX2m6YcgwiISxrIjCjBDT8B16tp59B2pdnGK653ALFDxi98g2b8PBaPEDAtlMEcVvDap6+1K5ECHZyzBG+o7Qqrt76OMKr5xtfvx5bDZI9tj7fQSVpsmd7cjzMnL+1fSdSasxWDyQwkCmj0xGbK3oPrHDi0TmhGeJ9yXyAu3l8y05ROnZTrvG9UQUxiIDGMYVBhVtYT2GQKaN5lrvs23sgdASa55No4pSzdZJyzdu7NWKlcibGCqSPD2nLy3oe4/+O/T9k7yIF3/TAjO2BqKryxab1bSgmQAFNYgPB5hVt3dbyUTM2QRnopBF4TMKcTh4kOgsXEBEoaTI9a9rA93cd2OML6az7AG/6DX2Jw03fz2Cc/zZ/84/+Rc19+gL22YFp7xk6Z9sH3LLEwMw2jIzsxm0a680r7ZX6b4xpYYyhswWSn5vwTj4EboNU6EnOhNyBpdDe+2OK0A4eVitHEPPZ2ZtK/xRiJIZGbmQaimr63EbGGsizRkOyorc8DBTFZqXsZOPbfjm239aPVRLz3xNjHLq2hG6fZOvFNnG5jsEhIElyc0/OXz0RmkmCqajYdB2R4hKVb3sTpk+c5/sRzWNsniGCMJfgU9XUt5tZZxYUZwKJJjlmJMygH34w4dtsbGO5fZvPkN7FOsM4gpq3NrB11PW8qmd/3etDs1iQXojJpAqZw+PFFyj1Kb98BGgFiTLbyFkOKuR/hO7clH4lRoQwF0TU0eJyBGEHHnif/5N+x786j3PL3PsjkxDc59eiXWKr6KTM9zmva64xctpv5OonS+bZTUlKzE3AmgXRq8BiEqB4jhiiOcQ2b4z7RHWL5trdz03s/SHHHa9l+6nm+8C//Bc/+8Rfo7UwpXUDxiAMfkkl57JUyVw+da+TX0rrmwpTUazycefhh8D/BytpRNs8qlHkdOpVGb2Qm4gobZh8UaCTzvqxFaFQiipFUElLEoDbZFWPIEACkF8Yg1mKc7dj85wS1rS3QNuk8t/1/y3QuB5F12fBS7d7nMjdf+OIKS6KXXkGnH5cQtJk9UxY/s0j457WLJWW/aqTXX6bslYye/SZx8xQFHmJSwCW20tzidmvvv9D7hfHtHmxL2FOtlu1xRPYepNxzjCfu+Ro7mxNU+hjniF1z46Uzw+7eXP6ZCZzFZdNINKm8apTI0WMHwXmmky2saZmGEts4fMg+HyE58fWyZqNLrEnXen67k6akkrYYLKBxCgLV6jpSOsw4srti5uJeTB14NS0MCxLv7gd3JudqQsdL66/gECYSqAGrBrEVRQysjKY8+sf/jtV3vIFD7/oIF0+cYGf0DP2eQ+KEdq/GWRjt7v7P9/IVKePsvM1/JbsumJHWWQJgIJqYfR0xB3wEpo1S9PpMGmVyMTIxa4Sjb+TIO36UQ2/8fiZFCbFidGKDb/zpZ1kfT6h6lhA9KDhvsU1ByskIRAnJGd7Vrq5lA+TxxgiCpRKYnj2Nbk0pB3sx4kB9Mu/GeTLhq7vTrq25RlsGoggGZypUk8YRYoqksLlWdStTNCGBJ9rCYaSHWNCyQGzKIYiaChZ1Tfnzmr4donDJDps7jbtEPH24Qi6wdP9sCf2LHR9Z2LytxLxwu1ZUnc3NwoPm41jgOIt9mdcgtzQ+maeqlVUIO+ycvJc43qK0gAaMppoASK75sZtJLfaeS3DwtfuWCZzmEOroGBy8HcyQR+5/iMmkQQaryYTVYSCXztqujXvVfSwkKJJIlHSQl5b6vOb1d4AfEyY7lLYNvQzEGBGxyQ8irf+jy4l3z2f3Xbks8Wm7ebn1l0WaZYwhGkH9NIWdG2Wwbz+u30PGI9CILJQOnp3mXd9cbVJemt7yUiTMxX2568e7uMaVnvfiGm1i4sE0tKVx1TokNCmXyCgbTzzBU7//Kd72j36Jw2//EE/8zf/DeLpFPwpOZjU2838ZU6mrZc6kq87sdI7jrG9ZO5XLDLw9W+39nEZsyDXEVWlU8OqoKTlzUQhasrTvtRx84/dx6IMfheExHv/6k/zpn/05P/jD7+XNB2/myKEjjI4fp5FITunARE0xt+1OkDDz+74cbbQlKRpTrZXKwuj0SaZnLlIs78PaEpEp2LYipNk18huvOfPO71vYWGXtkeAJjcf7Jm8AxTcNddOAb1j2NRom2NoTmoA4QWxy/oSmZjweMyziooxq5pXOLiHmnbcWDXL+Qzon7CUqc5eNoNm1BJlIy+zPTr9aNaL9rC0a7u776eJtdf59l4ZZY4iaokRcb8DOhZPsbDxBZUil4o1CrJBoc2W+dhhd3Wz3cDKz3D1X7fAFfPRI3WDdkAM33cHmxRFPPnkcIxbnKrYbj4kxw1Jcbpvu4k5X7EwWP1RSCqRAXU84fHCVW26/hWa8ifoptsqFxaISY8CatuIazOHu5+O+cru65PdS8kiMMUhbGjim2iuD1TVc1cOwg0ZmpjbdLTDs7svV+skuzfiqV16+6e7H7r6dXuH7q9zvSr1QlMbVKAXEksYEKpkCytQZ+jFy6i8+zdNveDu3fPBdHHriPjafvoees6S6MDCDMYqXGXlHlUpVD9O+a+uL6AKn79KCxb3YrSxYRYsJCYA0RGHqLTu+YEeH9A/ewZHv/l72vPkHkD3HeP75i3z+t36Xz//l53jsxJPcdOQAb/7Ij9Dfd4Dtx05giQipFoq3kWA9Njh6IeXO1PZSWefaWxIsC1ewfe4imxc3WT+4ntARxGKsJdSBWYrFDdzcm/7zfzz/pAJ1hBCz4VMhBNR7Ygj4EKAJmO0JwY/wOxuEyZSmOc/YGuTAGxDZx3J1BNgiEohhgsYJMQbE1CTwvAajBislXTnOWEk2RpM2iERFYidTWgziClQFr5ISenzC7090PqnOKYw/wwoAqQpCV4pLkjm0+z0FEbSga5dbMyXFtrfbfeYozAxGkHyfiJKKwohaTDRYk2zqoTgCUhJO3YXxO+Aq6mlDVZapjrV4nCYpR3aZUHa3hFt1BbKTv3bRMNopiWt30rv5dp58+EmeP3WOZjCkMVD4OFMc2lFers1t2l2jwvxaUUMRwQXB5jHLSLn18BFWDqwwOvkkVZzgrJv7eIxJApa0DnVFSKGhV2qJ9+SQ1KscrNapuyiqCDOodo2IeGwEYx21D2jcoVhZw/VWCXEDsGnPXl0x4sW0oXnPr/KvL4FfBsnRTvOnXvKEFyusBKno1BVdEllE1lRfFasgUbEzeH/BNeBPjXns936Hm996K/ve+SOMX3iKsn6WXiFMvaO2DY1tKI1bkMlmgFVtXzQg6ml3u2LAuFkCa1SogCom/AYVAWvwISU9F2WFjxE/jpjasjn27ISCuHyI1dvexLG3v5+V138PDNY49cJF/vK3/4q/+NSnOfvMGaqyxA8HPHn8aVhdo7r9VvwXv4rNwKPtoqQ9mRL8Fib/W2EiAlEbUMVuNVx45hkOvO178cVBps1FKtug4l6WlvNqN7d9/K78Z6odIeUKZJgHJeE2maqcQXoLFe7orbjC0DM1EMBNQCuacABRy9qhO2GwAjGiYYLGKU2YEPyY2Izx9YToJxCmaPSEUKOhATwiESP5oGoNscEVqU6FkYJmPAFxOGMRsVgxiJ1XSkvcvTU/JFKsmqDKDRmaXBWNoXPglGgjYUZI24VrY9m7uyUzmDa8dWY0EsihrMFEogmZmCp+OiWqwQyPQuPh5AOYacBHS5QCtEDxIKmQjWoiGOzuju7+ahEvZ0FyV6i04GJdUK7eAasHOP7U/exsB5rhkBplWYVGkt/riptVSdFVl2hfnUtEiXaKb4MpA1iN3HbHzdAXpjtnqMQjzMOGjXHMbZWa9hFt2PBVWtbyrnpVW7Ngt01H50wwaMQFoaBiqor32xSDEjfoE4iIJGZn29vBPPZfZ3pmShZrQUO5lKaIKtKJqNn93v7wasMWvRQ2+3Kr1S1le6UWs8BwJfqXBCGHAIXW+aL09MKDiE2V+R59hCe/cDd3/MRPMjzyeprHT1CaiGoCaQxWIJgZoGDS8uPCoKMI0baRd4lBWTE4Jc19BJGAN4GYNVQJDmt6hDowHil1o2xOK0JvP0u33MTBO9/C/je+m+LAndDbyxOPneCv/vL3+fKXvsKTjx9HTcXSgYOMTGRnu2FjYxt8pDq8nzoT7pglfxvJoqcnmtYr1qZkXit5n4cVCEokpDNaw/iFk+BW0d4RphsPY53HiMvZ/MKNjKzoxk9/avZBMfiZZJ21ApK0OFcpHZ5VmrKgdEJpClQbtNzD2u0fw2jJxYf/Fqo1bH8Jt7SM6S1R9pYQuwaDAoYlFAaKZD5Q3xCjJ8Yamgl+MsZPx/iwRQhb+OjR0RSJDZUzGCY5TjoQKweuIAaFkDKwC2MRNYgmRpjqlsTZOqimwOW2breiBDNBTcgb2aaNr5JDU03GEyozk8ovaSXmkD9bPGVCKqYEMYib0NQNddzD2mBIvfUkmxfO00wniEDhHMne20r6mRmpzM1UwG5bmVHJDJKOdWWRgYgYrLUsre+HqeO5J04BZZoXUYI0CZH1MsBtLYExmgoJmc7dFwQxBW+USeHxNuCIBB8ZLgeOve4IxG1Go3MU1kMmTLNf6+X0PQOXfLfYs5dynBYSIzt9TgMTogwI6vBB8R5C3VBWFdXQsW0Cljon5nfNZfOosVaISIz+yj0SUSzdCKXFd5gzpN136V6TdN4rt9YKeHW9NTOQF7GXWboMZjerEawTfA0P/vkXOfZ9H2T1Ld/DM8/dT6jPUhSeoog4Y7CNzuUDUgfnsUUQxWDsfO8lmSzmvauIUbyPaX/agulU2B5F6uDpDfdh3YD+nr0cec27WHvdu+kfuwWkz8a5EQ9/8TE++9f/F3d/+V42d6bYQlheW8PYHtPGQyE4sWxsbeNHI/bs24cripTn0eqsl52nzDyupMVdsS1enPKglOnU40cjiIGiV1FfnD/4BrdeAeCqauFIU2YzUPdLnTnaBcGjcYeJRKRRxDssSr1zAZmcxk8cx+/6fwkXTlGUFVL0ENfD9law/WXKpTWqwSpmaR27vIdyOKRYXkX6S1T9AVKsUKzsA+eSOqtK9FNiM0bjCPGjZD6rt/H1GEOD+EgInuAbRAPRJXNIguiPJMt8silGMUTjUOMIYjqQIYLJjMK0+DqqGI2JWYmhNqZTQ7mte2FnZpcEI5Llk9hLjMluodZS2YMUrsf5c08zbbYR6xPlcAnmWUwyGSaGJszCq6+wiVvWB8yDAGaMhByqClL0WDt6G6MLU55/8iSiVWauTTLJ5QS+yz0mDTWDP+6KqlnojQhFKHHa4KiROGXvgSE33XGAsHUSmV6gGCaCsaAkadjlrrocGe1K9zkx01zObNSV63XRD6LZNKok7ZNUSU1FiepRH9B6gquWqQZDNgErCRlV2mjE3IlFoqI4AldraURtwuQlwwKdw14s/vPiubRczmy3SNx3w2dc7uqZCesqLUpXA959cQo171Fy8ZtP8cznv8ydP/5eOPBa6hM7FGYDE6ZISJO1gCorraUgfbTR46Y+PzMVPovimAShbgJNUKSuiNMK7yrKlf0Mbj3C2qFbWb3pTpYO3Uy5vh/K/WxcjDz01ae472v3c9+9D/DU0yeY1hGxFUure1FpwILgKI3Fm4RhdeH8BTZGY1YOHsKVBbozSb6vrmgzOx8driGLH19S60gxImAkGSSmW1ugStHrMY0RoeMbvMGbU2nzQJIeHTVe2vFWcidJoj0HxoIJYBFiCFigNMJkOkFGOwx3trGjbTxJKqoRVAw7GelUjOCcJEbhKoKr6K/uwQ5XcMMVbL9PuXyUwcox3HAJs7qGGQ5x/VWwbQcM2gRC0xDDhBhGeL/NpNkEnYBOUa2pmikm+pyBm06QqE/g45lmeVviKbIPI+aENyB6RAMB8EUCY5ulbOMQbE7mTclYhdS4CBodgkecx9iKqtgPUZlceI4CwdoC3/hMKMxM95jP9C5E3q40Lfl5uXL6nBbF2WdjLOPG4MsVhgdu4tkzm2yc3aKwRb46YqVJDvXOs2dRMQotAKZxmbnpHMW068Q0wVI1jgKDM1B7z9qeVdb3rrJ97lF8U9OoI9T1woGLseskTWRSdFHO1s7/ITEPY7ow3vOiZW2zSq7XvTh1kicvve8kxh09RVDsdBOW9mP7JQGwWuBcAA2JCcwO9CLVMLFYIPbzy9qxZU21Q3hmpZ07/YtmcZHDJclEsJtaaQcSpi0v+qIBBC+FLmWtc1HXnN9AFXpln+XJhJP33MOdP/Z+hre9me2Tj4LbgTCFBmzpOhFxBh8T84l5+HVjkIkhqsHjaLRiVFtsf43+ygFcNaRcO8jw8M1Uew+ysv8YZv0QrB0ibk554dRFnvzSszz60Od46MGHeer4cXYmE4JYqsGQcqlArcWLwbmKUDfEkAh0jBFjLNvbO2yMxgzX13GuQBnn9eys6q4/Lv3+2ltK6kwAlpPRCKLiqvIyGvmN3ZxrFiUEy5UNqclkIRmpl+xrcBhr8bWiRhMkigrqB4DFiuJQSmnNFW1mdoPJTunAFgD1qRNEkZl5AFNgyz6uN0CGS9AbUqyu45ZXKNf3YJZWKFdvpVo6SNnvY4Z7oDrMknOtIErQQPSbqN9B6ymx3iH4MaEZoWFKbGpi9ARJXN9kOGUvASsBocFkeGUTe6mWNyZFS2QHsKpJmrcExDRJO4geNTVBa0Jd0F+uCNML+AvPY+uaQgwOh7SnSaVTP6BGpVlYBmtdzp+Icyj0rA21Wd0p1DDdwZiCbV+x01uDPYc5f/9TXDh/FjU91AeMmQAj0BqCRTvMARJxjzGkcEKaPFYzTxAVwZpcYyEYXFNSmEhRRdRFjrz2Doq1ffgLz+LNIaauyJCknc1X2DmcCZq1oUUG0mZPzzdhMhu2iqBGxcewwCWaukFnpXkXtZX2VhKnRBqIEKIQRiP2HCjZHhY846Fotlkl2cFDnFsSW2gaad1jIWsZJuWWdP0h6TyR98+uczQbgCLGYG3Xz9RJwss/UCtEMw8GUVUa3yTGYU0Otb96cAGksO3dUW4ii2bDWSZ1fnYLO6MxEjUmmJBpoAwNp7/xEGcfepyjr3sHj375M2xunsZGS5gYGrFJs9AU/BCyBUDEpsANt0yxfIj+0hqD9QP0l/exvu8Iy3sPs7z3MKzsgV4fnEN3przw/Bmev+8kDz94F48+epwnHn+aixe3UAkYB+IKquEy2AJMkQzLmr0YIaS5EkMMYF1CFp/Uns2NDQ4uL1NWVcojySWlX/E248mpqJUYpShgZ2cbvMe5gtas2yIh3OjsxIHrJKyQ1KcrTF57NOZpVjliSIRgNElaNoDxGRY8Hd4E8dzK2hkvSQRvPYgm4A5JeP0mQ6OoQBEs5Y7gt7dpTm/gJTJ2BnWAS2aJ2HOYQUnZW8b01nCDdQYrB7FLeylX92OHa/RW9lH2lqBYhsFhKMv0ipEYfKqcFz3ia3w9pmlGhDBG/QSloY4NEhtMs4XJOE5koEAl5IiumCCcRTBqIdaondJEi5ghZlCy8czDnD99jqXJiDqLqgnuOkc55WguBaJ2TViCmUn86XcaBHRRA4kZPTYRNMuoXqZ302ugt8bpp5+iCNsM+gZMxJqAWBhUfSo3wJUFRVFQuIKyKqmqin5/QFEVaAWudFRVD1eWFGWBtQ7rHC6/VobLWBsxBHyvYO3WY2CH7L3j3ew9dDuUAsXKogAfd2u7lzFhzaT+7ibU3RcsthgWy4wAObkpBXbEiNAQZUKI28SmBrsPqn287id/hj3HXgvTCjbPQDPC+0DwgeAbQl3jm4amrlHfUDYebTx13eAbT4gxJ9kGQgjEoBgPMeZ7xDAbpeazgw/INCAdHhLDvOyqCGhQ1Iddhq1UvyQ2nhib7K9anIqucqZc6gNJzGKRwZlWqGk/G8GYHOodI1hHTSBK5Nyps3zzK/fyA9/9Fpa+61288GigKgxFuUY0fWzVp+wPkarPYGWN/tIKg6VVquVlZHkvunQA40pwFdgSJp6d7QnPnjnH+Uce5cSJUzx1/BmeffYEz514gY3tbS5ujsBaiqpPb2mAlpZaAmQBRNRgsAnhQZNZOkhKFjWSvkcVkwXhZjql2LOaoJgWTKxZSJtlNXfNqd+SArK4PjPp5BW44avcXO2mC1+82BhEBYkd1VSEZCtuf50nWT0iOku8gXlZUCXh5vcamx1/CYog+vQuWbzz4onik73QGioEDck/IY0mZrRRo3GEygZBTjC2wrYRKEpcVWGKAlcNsdUQN1xGhkvYpTV6e/dhhsu45RVsbwnKw9hiSFktUQ5LKGy2b2Wzl0bw4+T0Dx6iJ6jHh5rga2KoUxCANkhIoG7R1oRY48wBYJUw6WP7d9KYpWSg0pRE52yR1Oo8f8ZWGJuLc81sHckhbssS6xzRLaFuiHM2RcoZS2EMxllcUWCc42DRQ9ZvAmt5yw++h1vf8hrKQUUpBZWxmCritEjRYqZl78l/EFGiai7vkoikbxqC94Qc1h1jSPA2TUM4+TwaJ0x3tpiWjt7aMttbY07f9xDONsR6B1e3myGNKSaciLyNBB883tcLe3BWMjVtHIxzWRvL3xnBVtXMdqQostqHQUmbJyPGYKoSYx2mcBhb4GQJCotUgpgCW5ZENSwtHWLpHe/DsoztjTBFwBiHsSaj95JtMJlDmQSLTi6TqiYbI31ITCB48NOk4YWQhZY4M1WICL72NJPJgilsOp0uqD1xUhPG0wVznQ8hQwyldWjqmuhTWGzSjiK+XjzfsfZ08XI0avpNhypKWeS9P18DYx22cBRliYjBuILeao9aIis33wq9ZQ59+O9z6Ps/hF1aBtsHNyBVjDAgJagQas/OaMrF0Zids2M2HznBxQsbnDl1iosXL3Dq+VOcP3eO8+fPsbW5yY6HsSaaUFU9qt4KqwfWMNYBQl031AixsEhM/kurksvWJphFQfCS6E6U9O8oWGNpIoxHE8p+H+d2ebRm5s4Ou1BeJsL6VVjO5SyFXbPoNT/r1Wuu6zBvmYDolSNhWinZxqRmGc1Z6poSj4iKCSUulFiT5OkoIYe2pvjtKEoIJeqHSYUn1e6W2CSzkSZ2UxuoTdI0rEiGGCSbfSJRwWExkkDxjCo2JBU9Bo9ORwktWEqCOKbZIRxIIbuuchRVhS0rQjHEVAOqwRL0l3H9JYrBEq4/TN/1loiDPUhR4VyBcUWSxt0Aei5VmCkclBWEimQErlmJBRrX0GjZ85r3sXbktUih2YeQI7xI2sSsop+Vy4TcdM0xmuwqLRH3mZB4j8Y4IyzhwjZLRY8gIy4+8Aj1xhnOjTeJ4wijmjqO8JvjRJzqJiWL1jWTyYSmrpnUU7T2sDGFxidJPCbCGOJcypYgSAPGBCbTMXUffuGf/xPCeMpf/ctfZ225YOKnDGpyWGdqu2FUkJwL0mldm3Ayoc7L5rZtjnKQr6kcWi6GHosYnHMURYFzFjUF00rQvocYGB68g/f97C9zzx/9Ho/97ZcpwxBTKrZIRYSMmf++KEpsWWCKAtMrMYXDleWMkRtrcEXS6Cgd2suM3SZGVJQlxmQvjYIUDtevOpq/4KoyS/2k75eXkL3FnPEgmCIRemmx54q8DztMudg9N7bN/J9fcwk+3a51iTEFqWR5Am0CTCKhAN3ZQbeE6fmArB/i+FMbjJtNxvUZ6s0NRqMxG5tbbI9qLmxuszmasrk9ZmNnxGQ0ohlt0zQN00lD7T1F0ScnglGWByiHDlxaP1VhqoI1Re6+YKohpUyJsc7ilyLSRki2RnOI4lDtRJhGRVya39F4AlUSzPyMt2rH+tnlrrwsFJPLXz1nSnkxZp9buvxKajvXozm7K2xjLgVdvssqQpSAUcFlJ2u6WtO6kxOrc9ROzPDvQtYcRFI5TMCbnOlOSIYxDR1tJmKNo3U0evoAABqgSURBVDKZksaUI2BMshsn6VjxJNt82k/pYMSQvjMmm4Riul9rfJOcL0I9hY3NtEA5znsHCOmkgXWITeYatQWht4zYkqIoMdbSq3oURYXYFDEWBj107z5crBAbwAiN3cueN7+bpmk4+dkv0veGWGZUT039bqZTMmoMIoY4mRDHO528A2W8vY2GgIaM+bMzgtFodri9D9R1nRM+PTEqpy7u8N5/9J9w6x1v4N//l/81G6fPZ1QfKPPKteDxu41C0vk3c5nPndALkuZSgih9Bbuywp5D6zzx6c8y2BizqpGqaXKegsyesWgvYOZfWNiPu+Acoioa/aLUtgvuRXemu0Y0v4GHWUyel+RyqSOM918g/OiPYHa22H7kFFXnDi9iMLvkgEvnFfPzhCSIm05I/Oz3OUGuGyhdZuYwu9ZatFiUKqy12T+RfBTpAS0RShA6VdVb7Ks1C/cVSYCa3SZhHuEnCN576mY694v5gNYRL4qGQC2Wj/6T/6+9M/ux40oP++87p6ru0hv3fdFCjTQezYyUzHjGGThI/GDEQFbAgAEDRgw/5g/I/5G3vDoPCRBgkMXIg4EkQF4cZ6zJzFjy0BqNRFKiSIqL2Ozu23epOufLw6lTy+3bzWbzNvtKzEfc5l2q6uzfvvxr3vhn/5j/8O9+zE/f/5BJYoNHpPPkLnhUmZLxEpMi1mKtYGyKyTKSjg3u92JxzgcaliSoUYyErAXeK0XhSu+9oMLDhGJN1sfNE7F+PZ8KJN4SsvTmqAlsimhpFylxiRGJ2UMCfoEWcQ0MzNRi7xu0kpLDf6aMAnBI2oE0IS/VakZiSeCDtPNiIZn2l4857WdBpIZeDMYHjt9VOfB9iL4uiUFhHUhcxGggDjrGartKLV5HAqCYti97gxtSDVlUA9iaYDdOuiAkFdEBxWOY1G0AtUNq2LACYQM2N4cSvHPzCaoTQDFbG2GsGpD6GGUcL1YYG2WUWboug8SjkjGwZ1g93me4/pif/9t/Q3cDJkmtwoCp9PcEHbSZ8g71DZ2+EIP1TGXQDvPQ2PRlaWIxkK8/ZGVjk15YCcaEhHkRxc32d29MWMUY6S5bIzgeF2UlENtPscsJW+sPg/rRJ2QIuRRTh0+mnvL0OAYExO5+ggPumBEx0dAGxr3W8wqiWFPgjQlJ+WyokbhsEvKytvV+IW6fkKupaqkGr9RLPfXcojlyRcaTHS3vliOh3VK9aAVK3rgyErSn4aWdUUHNHke1bvDABBhh2Lx1G7O8RNLv8GS4Re/UGZztBCkIIZOQ0keik0ylnjOV6tEDaIHYkJXC6QR8yeC4oODNjIDGfeRQl5fjiVJV7H3oXTRfWLWUSixUfMhuUdoUEzHVARNjqmzj4YvpjTMHEEW8KSsY5mT9PqSWIg8ZhC2Gorn6iyp+AIkGrFtDI1q3pZprfdmY1Nb7WRDcW2cGLzULCNUtTd1e/zKNblq2p+q6BpKT2ijNjvubTyolKGl+DpxhcBMFVSF3UUyoRla1G/26uxPoTgSfKLnmrBzvsbJ0gsc/u448mdB1XShcCxmY0gMstlwmQ2n1MU1Ma6ZNeTCaY9AypbYAhXdkvSVWT5zgyZfrTPLgtqxlkrro594W1feYoD1+lJLbi89cWupigeFwG2vAu+C9E+atXslphCjMWqOno1FpXbdDtml83bSnlN6AGp5XlHadJCmzMMTfZzyrdVwa3z0dvzxb9PKO582k9GZHn5pP0AZJ3p013NluW6KS0jpWX5GUrFlInAkPHj6ENOPchQt00pRer0ehtjWH0Yuw+dzKo456HbXMJDCr9EMwbNcYvqH1Ia5CXIvKUZEZ+Wx3YYSmf6hsu89ZGCvyEyIh7gsNwZYY6K+sgijFcLMczxTjcmCp5/Ah2bGly0M+e6vPGsl+prUhWkrzO2p8rDW30Lyt2jAVuqvlh7aHSaO0ZEPObEa+7uTS6ktbo1CoDGjNL1sN6o5rLJBgSIHCKWPnAiEQYfveA9ICcB4bdUIleOdaHRDATsmvZpZ7jZjWPZGjitOdZSnLx45z6+NPGTtlBSGv8hFNo8GnMwLT99XflJ5jpSfa0tIKxhgGW4NSJR+QcTz3cWjNCJbd29/53U4WZ+c4dtu9OzBPeW1wDPDYxFZttHfdXj1qz8bzQkD7M2SxA2GwGUh4n1fXLIbf0Z+kjJgq1FMAD+7fh8mY48dCPIX3PnhTzuIJ44xGZrTMxCCt32kwNho5unrdWoRjOu9ZvQt0l73Qmg+Nu3jGlfvjDJ4KtdwWspWjHmMJpQ9WV8EobrhOqPistCZuQYkH0Kgm1YI591git7FHM7tcU+PsSB5m922ai5ndyIzvZnSr0p1O7X4rpo34vQ9G5BIzekNp1AzqnKF6uqeP4TqGu3fvBP17EjPWNh5kmn1SrEpIZNfqU/tzoVD4tvrJ2obqRh1ZmtHpddne3Ax6+CBKNcbYHvnT+ePdfg8oRsqhJN0OCoxHo3BwZmORGR+eZd/tta57PGcX2hltSUmWha+nYyWeoW+LFAxmpxRSUYW112hk6nePnzmmmBFKUQabWzAe0+lkIcbC+RDT1fC6axrsZ7Y/Zcuq/28Tjdk93hu9zLzFB2YqyTrgogv24eDrHbtJSjbBQnbsOOgEJmXNHKPRAbQi4YtKRXYhIC8vxCJQs5DerGWMHkAiVLmIvAkfvBVktU9hlOHGZghaS2JepD2QTCkktKWiqSNc+ua3pKmy3957isLTyTKMCOOtQUv3XRsXa8H/IBDnwxMIZkhXWRJU53BFgeZABkYM7ilpP44MApXDTSZknaB+q1V8+4MmMp1Pl+aDMKb78zQ1ljIrceM0o1Fz/okYjDqKfAJisGkarjYhaC96S+0EaTxpTmz+M4BIkASMGFZPnWKyuVkyPDWxO4RGCYGj4fl5PiHp9zh9/jLF9gamGJLY6OMQcoCVW3N3O+URw/8nIFMQkXDlAUWFX6iOjdbXVqDB78N4SHxgboyHpJNB4TDDnG7Q85CW12tUgZXPjoJ02D7NTkFb71ujtl03uhJcNq2lKIr6y9ZD5wWCbagAQlU4EzjRKg3UIvHls+F5ZuSgOVoPG5qzPkvht/e9NbS953beHb3lTBnHlRcFkibsrP8zo51DQpB7taqlJ2c3y+j3+2xvb5LnOZ1KzyqV9LyHzHSgHnlCinzvPd2VVVZPnMQPN9F8gEiZ2sBHH8nFJR6wu8PF88ECD3g/sBMpx8MSuKY6/5I2XuHXGA1cVm+ls9xHXYHbHpGVYrNo8zolRoNYpHJ1VWm8Sr4opuAKwZkNeWKXzAHGJpAmjKeCyeYFTdRgyngWpYzvsAabJGVqfqnU2F9neF7ioQ0yq3P6JxVh3/ma9W/WNbE/bfmlVnQp0Ol2gKC2RNsG8KjSb7+0et/QrM4VmnLNrBPtnafX67G6tsrGxgbj8bhxrsNV4fOcJCRtvg15wVZOnmLl9Fnc1hN0vFW7o2idC+8w5mZe8FwSSGtcU3rlrxeyaByG1pudoxQps6JCCFbsdXHekec5mliciwnwwkPaRsLw/d5ZVaX1dq/NJSZIIHmeV12ejQLqIR103Uy19QlBWmXkfChWFVpd4HNAs39H1c9WUsY5nqBZ43mWMbZVc03Gqd5B3X4fRBhsblJ4T5pl5D6qhPfqRZSkn6FD+4S2ciyyYeWIVFHvybIu/X6fu4MhxSTkFvPlzW3z+xw6WKoyomTjPfRWj5EcW2X70YAi3yaoKep5W1zrR4B9E5Aq+lLLSmXlZ28g11LlYkMlAYk5jhZ55AeAXc9BhfmD+mZklESF1Bt6apFhQa6esShigmtjq87EFJv09CjXeOHU/eV7KV9lkEhIT1ZelpevjLD4juddquClk6HEnLOb2yMKMfR7KwyEEB8i0bYUO7xom0OwNgl50Wgbmxext88KzXEcZCxta0VtH0olSM0r585AJ2P9yQa5GHLnsQQJ9Oh0+HWPnXGhQFWZrDMjpItZWzvJylKHm7fvIuM8BGY+L8XdpSuxhK8Rg7XCwHpWXnsVlnMefXQd0/WosRgX0q24p+KBo4d9EZAddDhuCI0ey2W0eRkFu0dV0q8ctIxYe2yiSFxVwRklUUoiIpgiGM4dSiLxCMquJ3r/EagNFNeQ+qpvNaSSTUwIqoqlr6Ipu6xi/Rxno66yRkk+BBhsbeNUWF5a4fEEOktBKql6uGinojzcxgjOLaih/zngIERw+vopHgUPYS9rKDxw5solSC337j9Ekowc2TNCZe/W5gSNR2qZESMmXEyMYlzBieMrmNQwuHMXKRzSSYOUsNuhOChBjNqCEqGo8/ieZfWb18BskW9+Tj8NQdrizZQqbdEOTA37IiBPW15pXvg1g8jI6x6TsNtmqxU3DcTp6193l2jYZxXLWhKJXmAtPWvhwBWk3ayVnDYavuZB5+PoPB6vAWmMNjcptgasnj7FsIC1Ui1QOScclq/kc0BMWe6dr1K8TCf0/apCW5WzP9iL6IR8E0qKMFKP9Hqcf/MbbD/Z4PO7d7BJgtoEcftVCh6inKd1CxWDJYqqJzHCxQvnIc95ePvz9tnZrSvxrD1jb0NJ33CXOM/Ee7pXz3D2268xGjzAbg9INJTh9kanjNOLKwPvy4i+366X03Pw3iwgxNGI1Jtw+rXXvRUnEW0m1UkOKeurBFBTr/39myEdlqAQEi7mDpumVcaymMsqXjPNWR4UHCGDrwCTJ1sMH3zJyqUL2B6Mq8h7ee525g7lpAXvIXDOh4JS0o78/yqDNP7f76t53/SnwISEVCmbKCsXz3PxzTe48clNHq2vg5igRq2YhWdvbZ7QLFcR/3cuJzHw+itXYXODJ5/fxk5hw5m9fQ4hOt5jCarcpdevsnbtLKP7H5OOtshU8RKjbtp20UWFuXphiUhIX83icZgvBKQ8NBJreiiTyQRsyNCqlW0o7AzZn5ixb2im3zCGUAHQObKlXokIpZJAojB00P05jVijodIAfhse3fqc4xfOYZcTcqe4yLktqEuJCmBtyAoA1ElhFvwEvzDQHZ+8GEbA2rWrZOfP8tGvPmJU+JDivukFcpRLLpRejyXLpQriGecTssRy8dIFikcPGT96SBprnhxWR+I7EXKBtWuvwppF12/R9UMSiclmffCyVCmlpUPq0hzguQlIPGJxkH6S43Xx/OEPF6T6G7OjhozBns2NDSQLEeGtjaD7VVPtDc3Ax1htTkSw1jAZDpmMJ/ROniC4NwQEH+PV2+n7nlEkb9wTdeIWsKX//J1ffcKx0yexq8tgtKwzXbaxaFtDQYyFLMNNQvT8RKfN6C87tBfNERJD+jThtR9+D58Y3v+bD3BisGmn4Z1xdIsdCYYQCrKFlVSc97h8wukTxzh/8Tyf3/iY4YP7ZKbM9zUtms8BtDIcExLQLne58u23wQ3Y/vIGqR1hbUnkRNvq00U7Lw2YfxyILPR4Xwg0xz8ZjTBpRq/fb3xbseOH0HhJzCQU7xlubLC8toa14NS30rM/jwprtgQS3qTA5u27YA1rF89ReEJQ40JCUCekaYo1hsloXH77MoI2/tb7o/1tAIPBIRy/eJ63fvSbfHb7Ftc//Ch4YopBWorS6ae9mFdUA4UEq7XErxKkkCuXLnBiZZkvrv8tbjAhMdEhRHmmXOplk03iU9W9j1qBym4ijNRx7JXLnP+Nb7H98A7bj29hkgkeDbFhse/tZVlIeO5TPXtsL+fxi1DPiTAcDLCdjKWVleqHF2FDFhEmkwmbjx+zduokaTetjMOVMZH57M22MV7JgIe37zAYb/PKm9fKTNm7WWuOHlQh63RIrWW0Pah03S+X/BFGG/wDmztYS/1/zGytWEno2D45jlfffpuT3/wG7/38Z9x78ABjE5zqjBV+FgvMfF4SI2+l7L/WNhdBefX118AV3PzgffqWUHyrcvR4hj0aH1tumNhM1XyDqRYgFzj39lt0z11k+/ZnpHaEdD1OfOlqPJW9fLGOSwsOSEBqCtlOlh6jDb5GfrxPhWn0Io1ss0oxGiJJQra0HK487CoxsSYIgs9zxhtP6K8uI520ct+Vqt/z6cu0pSAFhusDNh5vcOqVq/i6AN7RIuOwADuGroBNE4yxFKNJA8W8PFBnrpXGey1Pc1niuLpWGbuCxHb49u/8DmMx/O+//CuyXh9JUgrnplTYL176mJaf0AZiV0eWpbzxzTeZbGxw9+NPSAiR6RGeafWVVkR9iMMKwYqiIaGkj2UyvMf0Mi59/++AKdj67FdkNseJw5X9kzhlzelbUNg3Aam9aBRvHLl1eLEYVVRzJFlGWELzEV6HtEXXry9Efi2E0xm8S8kK0MTTsZ5scx1xE+yFy+RWQq142gh3XtDMdmqM0C1ytj+9gT3ZhYvHKaBMzyaEwrB17w+yTvEuQwjMAqFSkg1h44NP6Vy9zOREild39IxUeTIDZyioA3WKs6BrS7jE0tkIUfu2gQKPvN8vCOp9GSqAeAwOwwRhi1BALSXDq/KACSe//z1e/d3f4xc//RWf/PoLkuwYqAFxeJOzCGc/7m6vjlwcWNDhNmurXS69donHv3iflS++xAoUZYVCnU5cus82lJCeyPpQidV4IXVKIZ6x1RCoOnEcu/YWx999l8mDv8Ru/ZQlO0bU4AzkFqyzZM5Qr8biwv4lkJaIpqUHT11KCEmABLwDdS/NqZOpT4pgNaRZT4zit7fIR9v0zpzBWYM1B0PWu7bfSP5YEZDSYGg9bN67h13q0T17Ikgg0l7ygy7T9H1xuyuCiiEB7vz6JssnT9E5vkbuPbPZqyOCRiUiL2B6HdR73Pa4OhR1Co+v/2aW6m9ToxDYC4slxZTlkH2octhb5p1/8U/xS33++5//T7ZGHkwGPuCEWJM8TN/RSB51/i7wLuAsa6EYD7l68Tynj69x95fX0ScD0tS04qiexfY/fWkUdCuFmWoVdDlUuPDdb7F8/hSDL64j+hgrLkgq1OG4prp7sfffnC2bWo51cQc8b9DpT8YFvacXjFjy0ZDBg/scu3iWZKmDkzpn67y9sCo33kapxi/vfAEezl66XF4/q9/V5ftvd8bn5v0G+Oyjj0lMwukrl0PFVlkEfkp2fFQP/W4Xn+dsbQ1LYrgARO4FQnO0nnYQZYrQJ8UQ0tIUCFe/9y5v/97v8tP3/or3PvhrpJMRCxVItIHEnDwRo77wV4NPiF1xBalR3nnnO6STgk9//j7jHFLb2BnPyOO15k6gsLWm2otgPPTU4POC7GyfK3/vu2AHrH9xE7G1ijA27WkY84/8vOwN8yMgFc6SRR/zoUHgecq8T0rgI/KC4b07nLpwmuTYCttFnSRtHrCbBKKqJJlh9PBL9PEGF65cLjdnvTVnEYF9t7vLvYZApCyWrS8eMPryMVevvU4hi4KUd/ZBgayToXnO9nBSjeFlBSXGCGnJCTukLLLsEJKVFX70h7+PrvX5b//jz3k8GSNZI9uBHr6pbz/QzL1mkwRfFOSjMavLPd79ztsMbtzk7t9+yHLX1F5TB9FbCnUqIwlERAnvnShGhaSAiXOcevsNTn33NUb3/oZ8+z79pRRXVUQMfdUd+GEBJnMXmB8BEUAkFBF6qU6f1jtHFDXBVG19SHCeoWzcvo1d7dM5dyrUx5gjBdlNAlFVrAhue8jg3n1OXrqAXeoQBIG6vnWzG88qgTR1v671W0A8o80h929+xokrl/FpWQDuKEGp5j7ULAlFuXwB3ZVV8smEohhXl7ZvfHmg5t/D/5ZQwwKxbOC48qO/y5v//J/wv977CX/xwV8j/T5iU1Cpgs51AVSVYblLIiKGTtbFjUdcOHuayxfO8enPfs7k0SOyJJkhLT1jQ423vvGokDPMgMI4gQs/fJfkeMLg059h9Ak2VdQIzci5oAZuNrC4HPlcCEilPxVDUaYOfzmh1P0ajy0rZCR4hnc/B3JOvn4Rsoj0D6H1JhEhVEt022Me3fyME5cu0VtbDYa+GCk/r3arZ2kljotAXsDDj2+wdPY06VIP7/0RH4X6pHuvFQFRD8snTzIaDhE3rq71NJNFfv0hMgTS+Awhz5mIZVs9vUun+Yf/6k94MtjiP/74x0xsgsk6FM6H8gGV8r8xa0e16A11rVMltQn5aJt33vkWvcRw+73/SzYpwHu0dDUPMSPzaduXhNQaYauYkF48yeu//QPck7uMHlynm2xTFMOQNqJRMyeUg5CKCC3y/pu7DeRQSkF+ZUBREzTIITOvkqhHN9aZbDzi7LVXUWsPVUKrU6koWZah45zPf/khSyeOsXbuNEWJ6ufpaN3c5E2zXwrcv/kZS0t9jp09GQpNtVDUi4bykEpdith7xSbQ7/cYbA/IGwkAX6ad3CQatfk2SB4GS4GwlcBv/dHvs/qb3+a//Of/xPvXPyTLeuAF77Sh99c6k8miYD8xbG1s0ksSvv+D77F97y4Pr1+np9BJUpzzZR2bAxiuG1p7IVQkBQkR5yJghHWB87/1XZbevMbjTz4k37rFSq9AdVzmvoq5i7VUgy1yJfQaFjU8+KsJDa4r+IFDhlBsbfLw9k3OvPEKS6srJSI9ZCixeoLhk19ex1nD+be+0fp53s1BveE9ngy4d+M2iHD6lSt7ZjR+IVCpVUKqFygJiIWVlRWePNkgzxfB0H90EFRWMeA0rKoT2NAx3/ntH/KDf/kH/OKD9/iz//pnrK4cxxeKeCHBVBlnQyVNFgD7NSROlCIv+I233uLNN9/g1//nL3hw4wZdjQRzN6vePpsptdhGQylrAF+Wt3CqdM/0eeMf/X1Qz8atT+jIIAQQig958ojzHWsFNfRgRz6Pu8OcCcgCj/QFgCKl2KoVF5dYA4Xjwd3P6Z44zvLxYyFXmBzeCZPyT57ndLMO6/cfMBoMOHf1aoVD593y9HHz6kmAwfoT8vGItXPnFkoel5htVxVjLJ1ej+FwhHNU9b1h4c/voYBMfcrVsby8wj/44z8i7yX86b//U754+CXdrEdiEjppJyhsmxIIu5daPgpwHhJreefdd8iyDr/4yU8otsekCN4VGGPKgk8Nlfw+Qao/gIaCe8EWohgR8sJx7PJFrr7zLdZv3iJfX+f4agfvxlhrsDYN0g9TJpimkXFB4f8BjxRKudNQ0XgAAAAASUVORK5CYII=\" data-image-state=\"image-loaded\" width=\"240\" height=\"240\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [rgb]=TrueOptimalRGB(G)\r\n %Need a reasonable start point: median for each color per Team RGB\r\n %RGB method: https://teletype.in/@bminaiev/icfpc-2022\r\n %Describes Hill Climbing method to reach a minimum cost\r\n %\r\n  rgbTuple=median(G,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n  rgb=rgbTuple(:)';\r\n  S=G;\r\n  S(:,:,1)=rgb(1);\r\n  S(:,:,2)=rgb(2);\r\n  S(:,:,3)=rgb(3);\r\n  scr=calc_score(G,S);\r\n  \r\n %Optimization\r\n % rgb=double(rgb); %?\r\n  \r\n % rgb=uint8(rgb); %?\r\n end % TrueOptimalRGB\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0; % N for new\r\n\r\nimgblk1=G(1:200,1:200,:);\r\nimgblk2=G(201:400,1:200,:);\r\nimgblk3=G(1:200,201:400,:);\r\nimgblk4=G(201:400,201:400,:);\r\n\r\n[rgb1]=TrueOptimalRGB(imgblk1);\r\n[rgb2]=TrueOptimalRGB(imgblk2);\r\n[rgb3]=TrueOptimalRGB(imgblk3);\r\n[rgb4]=TrueOptimalRGB(imgblk4);\r\n\r\nN(1:200,1:200,1)=rgb1(1);\r\nN(1:200,1:200,2)=rgb1(2);\r\nN(1:200,1:200,3)=rgb1(3); \r\n\r\nN(201:400,1:200,1)=rgb2(1);\r\nN(201:400,1:200,2)=rgb2(2);\r\nN(201:400,1:200,3)=rgb2(3); \r\n\r\nN(1:200,201:400,1)=rgb3(1);\r\nN(1:200,201:400,2)=rgb3(2);\r\nN(1:200,201:400,3)=rgb3(3); \r\n\r\nN(201:400,201:400,1)=rgb4(1);\r\nN(201:400,201:400,2)=rgb4(2);\r\nN(201:400,201:400,3)=rgb4(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c99360;\r\nassert(valid)\r\n\r\n%%\r\n%11.png\r\n%https://drive.google.com/file/d/1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd/view?usp=sharing\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1b5Zbgpdh4CIewXT557adGPYPkcD6RmDd');\r\nN=G*0; % N for new\r\n\r\n[rgb1]=TrueOptimalRGB(G);\r\n\r\nN(:,:,1)=rgb1(1);\r\nN(:,:,2)=rgb1(2);\r\nN(:,:,3)=rgb1(3); \r\n\r\n GmSsq=(double(G)-double(N)).^2; % Courtesy William\r\n dis=sqrt(sum(GmSsq,3));\r\n score=round(0.005*sum(dis(:)));\r\n \r\nfprintf('Score:%i\\n',score);\r\nvalid=score\u003c72991;\r\nassert(valid)\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-20T22:52:56.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-20T21:58:58.000Z","updated_at":"2023-06-20T22:52:58.000Z","published_at":"2023-06-20T22:52:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/20/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of True Optimal RGB is addressed in detail by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e or wiki \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://en.wikipedia.org/wiki/Andrew_V%C3%A1zsonyi\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWeiszfeld's Algotithm\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. A hill climbing approach of best adjacent rgb is claimed to achieve True Optimal.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return True Optimal [r g b] sets for a given image region input [M N 3].Four regions of 21.png will be provided and the total score will be evaluated. The score must be less than 99360 to Pass. A scoring function is provided in the template. Score: Alpha*sum(pixel_color_dist). Case 2: 11.png is treated as a single region. Score\u0026lt;=  72990.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output for each block region is a  vector  rgb=[r g b].\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml 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2023:Orchestra - Greedy algorithm for Musician Placement","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\r\nThe ICFP 2023 site will hopefully have contestant writeups. The ICFP 2023 Orchestra Spec shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\r\n\r\nThis Challenge is to place the 16 musicians onto the stage,mxy, of Problem 22 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than 46 million; Best known 47221761. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\r\nIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\r\nSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2 and blocks. \r\nPlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information.\r\n \r\nThis is the Orchestra room problem 22 showing the attendees and the stage. \r\nThe stage is the line on the bottom at Y=10 extending in X 10:990 .","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 862.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 431.25px; transform-origin: 407px 431.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367px 8px; transform-origin: 367px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 201.5px 8px; transform-origin: 201.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 96.5px 8px; transform-origin: 96.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place the 16 musicians onto the stage,mxy, of Problem 22 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than 46 million; Best known 47221761. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 373px 8px; transform-origin: 373px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2 and blocks. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 352px 8px; transform-origin: 352px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 319.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 159.75px; text-align: left; transform-origin: 384px 159.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 860px;height: 314px\" 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\" data-image-state=\"image-loaded\" width=\"860\" height=\"314\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 244px 8px; transform-origin: 244px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 210px 8px; transform-origin: 210px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n% d [1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\n% mu [1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]  the 16 musicians who have various instruments 1:9\r\n% axy [400,2]  (x,y) position for the 400 attendees\r\n% am  [400,9]  Each attendee's happiness co-factors per instrument types 1:9 seen in mu\r\n% mscrit [9,1000]  musician types, x-axis-pos   Score assuming no other musicians\r\n% mscrit10 [9,1000]  musician types, x-axis-pos Score assuming musicians at +/-10 blocking\r\n\r\n% No two mu may be within 10 of one another\r\n% If any other mxy is within a distance of 5 from the segment axy_i to mxy_j then Happiness_i_j=0\r\n%  This stage is on a line so there is minimal blocking\r\n%  The min distance from point to a segment is Cody \r\n%   https://www.mathworks.com/matlabcentral/cody/problems/1446\r\n%   The smallest solutions are often very slow\r\n%\r\n% Happiness_i_j=1000000*am(i,mu(j))/d2am(i,j); where d2am(i,j) distance squared axy_i,mxy_j\r\n% Score is sum of Happiness\r\n% Best known solution is 47221761 for problem 22\r\n\r\n% min_score of 46M can be achieved with either mscrit or mscrit10.\r\n\r\n  mxy=ones(length(mu),2)*d(5); % d(5) is ymin. This problem's stage is a line\r\n  mxy(:,1)=0;\r\n  \r\n  %Greedy Algorithm Scheme\r\n  %Place best scoring (Musician_type,X) of table type being used\r\n  % find [mu_type,x-position] of maximum score available in updating Table\r\n  % find musician of mu_type remaining to be placed, mu_loc\r\n  % mxy(mu_loc,1)=x-position\r\n  % clear placed mu \r\n  % if no musician of mu_type remains clear table of mu_type, wT(mu_type,:)=-Inf\r\n  % clear table for x_position +/-9 for all mu_type\r\n  % repeat until all musicians placed\r\n  \r\n  % Next line commented to execute greedy\r\n  mxy(:,1)=10:10:160; % Template weak solution to see Tables and figures.\r\n  \r\n  % Working tables that will be destroyed\r\n  wmu=mu;      % vector of musician types\r\n  wT=mscrit;   % Scores of musician type vs X assuming no neighbors blocking\r\n  wT=mscrit10; % Scores of musician type vs X assuming +/-10 are occupied and block\r\n  \r\n  tic\r\n  while nnz(mxy(:,1)==0)\r\n   if toc\u003e5,break;end % avoiding infinite loop\r\n   [mu_type,x]=find(wT==max(wT(:)),1,'first');\r\n   % 6  more lines here for a  complete greedy algorithm\r\n   %\r\n   % Block X-positions less than 10 of placed musician,assuming integers only, for all types\r\n   wT(:,x-9:x+9)=-Inf; % 0 is not sufficient as values may be negative\r\n  end % while mxy has unfilled cells\r\n  \r\n  %Greedy algorithm may be based on first/last/random max value\r\n  % The threshold may also be varied to .98*max() and then randomly select node to play\r\n  \r\n  \r\n  %mxy(:,2)=ymin;\r\n  %mxy(1,1)=10; %Manual entry\r\n  % ...\r\n  %mxy(16,1)=990;\r\n  \r\n  %mxy(:,1)=[10 40 ... 990];\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time, about 1-3 sec\r\n \r\ndir_struct=dir;\r\n\r\nfor i=1:size(dir_struct,1)\r\n fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\nend\r\n\r\ntic\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n',toc); %Load Time of orc from .mat, 0.1 sec\r\n\r\n%fname='orc_d_mu_axy_am_pxyr.mat'  orc cell array of size 90\r\npid=22; % Stage is a Line [10:990, 10:10] in what they call [X,Y]\r\nmin_score=46000000; %Best known score 47221761\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n',d(3:6));\r\n\r\n Lmu=length(mu); % number of musicians\r\n nmut=max(mu); % number of musician types\r\n na=size(axy,1); % number of attendees\r\n mscr=zeros(Lmu,1); % Track individual scores\r\n mscrji=zeros(Lmu,na); % Scores of all attendees to placed musician location\r\n mscrit=zeros(nmut,rw);\r\n mscrit10=zeros(nmut,rw);\r\n d2am=zeros(na,Lmu); \r\n d2ax=ones(na,xmax)*Inf; \r\n \r\n tic\r\n for x=xmin:xmax\r\n  d2ax(:,x)=sum((axy-[x,ymin]).^2,2);\r\n end\r\n \r\n myj=10;\r\n myk=10;\r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   for k=1:nmut\r\n    for x=xmin:xmax\r\n     mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc k,x assume no issues\r\n     \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    %dist2 (x+10,ymin,x,ymin,ax,ay)\u003c=25 % x+10\r\n    mxj=x;\r\n    mxk=x+10; %check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n    %dist2 (x-10,ymin,x,ymin,ax,ay)\u003c=25 % x-10\r\n    mxk=x-10; % check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n     % Calc k,x assumes possible blocks\r\n     mscrit10(k,x)=mscrit10(k,x)+1000000*am(i,k)/d2ax(i,x); \r\n    end % x\r\n  end % k nmut\r\n end % i na\r\n\r\n%Main Function Call\r\nmxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n\r\n%Fixing out of bounds values\r\nmxy(:,2)=ymin;\r\nmxy(mxy(:,1)\u003cxmin,1)=xmin-10; \r\nmxy(mxy(:,1)\u003exmax,1)=xmin-10;\r\n\r\n%Any players with distance\u003c10 from any other player gets put to xmin-10\r\n\r\ngap_fail=mu\u003eInf; % Logical zero of size mu\r\nfor i=1:length(mu)\r\n mxy_dist=(mxy(:,1)-mxy(i,1)).^2;\r\n mxy_dist(i)=100; % set self distance to 100\r\n if min(mxy_dist)\u003c100, gap_fail(i)=1;end\r\nend\r\nmxy(gap_fail==1,1)=xmin-10; % Throw all gap failers to xmin, No pts will be scored \r\n\r\n% Calc dist squared from each a(attendee) to each m(Musician)\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n scr=0;\r\n \r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   \r\n  for j=1:Lmu\r\n   mscrji(j,i)=1000000*am(i,mu(j))/d2am(i,j); % Calc i,j assume no issues\r\n   \r\n   mxj=mxy(j,1);\r\n   if mxj\u003cxmin,continue;end % Skip failed musician placements\r\n   myj=mxy(j,2);\r\n   blocked=0;\r\n   \r\n   for k=1:Lmu %check of musician mxy(k,:) blocks mxy(j,:) from LOS to axy(i,:)\r\n    if k==j,continue;end % can't block self\r\n    mxk=mxy(k,1);\r\n    if mxk\u003cxmin,continue;end % Skip failed musician placements\r\n    myk=mxy(k,2);\r\n    \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    \r\n    if d2\u003c=25  %No one musician adj to vector within 5 or 25 for dist squared\r\n     blocked=1;\r\n     break; %exit upon block determination\r\n    end\r\n \r\n   end % k Lmu\r\n   % Blocked musician-j by any musician scores 0 for this attendee-i\r\n   if blocked==1,continue;end \r\n   \r\n   %musicians play different instruments\r\n   %attendees have like(+) and dislike(-) negative co-factors\r\n   %mu(j) gives instrument of musician\r\n   %am(i,mu(j)) gives attendee Happiness for insturment mu(j)\r\n   mscr(j)=mscr(j)+1000000*am(i,mu(j))/d2am(i,j); %Tracking indiv musician score\r\n   scr=scr+1000000*am(i,mu(j))/d2am(i,j);\r\n  end % j Lmu\r\n end % na\r\n \r\n \r\n for i=1:Lmu\r\n  fprintf('Player %2i xpos: %3i  Instr:%i  scr: %10.0f\\n',i,mxy(i,1),mu(i),mscr(i));\r\n end\r\n fprintf('\\n');\r\n \r\n fprintf('Total scr: %.0f ********************\\n\\n',scr);\r\n \r\n fprintf('Table of max Happiness X per Musician Type\\n');\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%i  x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit(i,:)==max(mscrit(i,:)),1,'first'),max(mscrit(i,:)));\r\n end\r\n \r\n fprintf('\\nTable of max Happiness per Musician Type; assumes adjacent Musicians blocking\\n');\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%i  x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit10(i,:)==max(mscrit10(i,:)),1,'first'),max(mscrit10(i,:)));\r\n end\r\n \r\n \r\n fprintf('\\n\\nThe following lines are the titles for the 7 figures lower down\\n\\n');\r\n %Figures/Titles\r\n fprintf ('Problem: %i Orchestra\\n',pid)\r\n \r\n figure(7);\r\n plot(axy(:,1),axy(:,2),'.k');hold on  % Attendees\r\n axis tight; %axis equal\r\n for i=1:size(pxyr,1) % rectangle -no matrix allowed  Pillars fast draw\r\n  rectangle('Position',[pxyr(i,1:2)-pxyr(i,3) 2*pxyr(i,3) 2*pxyr(i,3)],'Curvature',[1 1],'FaceColor',[.9 .4 .8])\r\n end\r\n room= [0 0;rw 0;rw rh;0 rh;0 0];\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'k');\r\n plot(room(:,1),room(:,2),'Color',[1 0 1]);\r\n plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n hold off\r\n \r\n \r\n%Plot of Happiness for each Musician Type as a function of X with No blocks\r\n for i=1:3 % 123 456 789 groups \r\n  fprintf('Musician Types-%i:%i rgb Happiness vs X No Blocks\\n', ...\r\n      3*(i-1)+1,3*(i-1)+3);\r\n  figure(i);plot((1:rw)',mscrit(3*(i-1)+1,:)','.r');hold on;\r\n  figure(i);plot((1:rw)',mscrit(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  figure(i);plot((1:rw)',mscrit(3*(i-1)+3,:)','.b');hold off;\r\n end\r\n \r\n %Plot of Happiness for each Musician Type as a function of X with blocks\r\n for i=1:3 % 9\r\n  fprintf('Musician Types-%i:%i rgb Happiness vs X with Blocks\\n', ...\r\n      3*(i-1)+1,3*(i-1)+3);\r\n  figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+1,:)','.r');hold on\r\n  figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+3,:)','.b');hold off\r\n end\r\n \r\nvalid=scr\u003emin_score; % Challenging Threshold 46M   Highest Score 47.2e6\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-15T18:43:58.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-15T03:38:34.000Z","updated_at":"2023-07-15T18:43:58.000Z","published_at":"2023-07-15T18:37:05.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place the 16 musicians onto the stage,mxy, of Problem 22 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than 46 million; Best known 47221761. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eSimplest solution would be mxy(:,1)=10:10:160 where mxy(:,2)=10 but this scores only 13M suffering from 1/d2 and blocks. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"314\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"860\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is the Orchestra room problem 22 showing the attendees and the stage. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58493,"title":"ICFP 2022 - Initial to Goal image using block remapping","description":"The ICFP2023 Challenge is Jul 7-10. Start is 0500 PT 7/7/23, Registraion is open. Posted 7/5/23. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. .\r\nThis Challenge is to move the blocks in GI to minimze the error between GI and G based upon RGB distance. The contest had these Initial files but the leaders did not use due to the high Cost for moving small regions. Assuming a low cost remap function this is to find the optimal image score using GI blocks. For Starry Night, 28.png, best score found is 41141 using Robust Hill Climbing where all swaps tried and only the best improvement is implemented. Greedy would start at index 1 and find min error then index 2 would look only from 2 thru N. Max error index swaps to minimize its index error. Many methods are possible. Hill Climbing using the block medians is fast, easily coded, and scores well. Greedy is easiest code.\r\nInput: G-goal image,GI-initial image blocked, irc-row/col for each block, rgbGmed-median of Goal image block, rgbGI-block rgb values, v- remapping of GI blocks, scrmax-max allowed of Score(G,GI(remapped))\r\nOutput: v, [N,1] remapping GI([1:N]) to GI(v([1:N])\r\n   \r\n  ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 860px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 430px; transform-origin: 407px 430px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 298px 8px; transform-origin: 298px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10. Start is 0500 PT 7/7/23, Registraion is open. Posted 7/5/23. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 339px 8px; transform-origin: 339px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 55.5px 8px; transform-origin: 55.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to move the blocks in GI to minimze the error between GI and G based upon RGB distance. The contest had these Initial files but the leaders did not use due to the high Cost for moving small regions. Assuming a low cost remap function this is to find the optimal image score using GI blocks. For Starry Night, 28.png, best score found is 41141 using Robust Hill Climbing where all swaps tried and only the best improvement is implemented. Greedy would start at index 1 and find min error then index 2 would look only from 2 thru N. Max error index swaps to minimize its index error. Many methods are possible. Hill Climbing using the block medians is fast, easily coded, and scores well. Greedy is easiest code.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eInput: G-goal image,GI-initial image blocked, irc-row/col for each block, rgbGmed-median of Goal image block, rgbGI-block rgb values, v- remapping of GI blocks, scrmax-max allowed of Score(G,GI(remapped))\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 153.5px 8px; transform-origin: 153.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eOutput: v, [N,1] remapping GI([1:N]) to GI(v([1:N])\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 245.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 122.75px; text-align: left; transform-origin: 384px 122.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 240px;height: 240px\" 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\" 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src=\"data:image/png;base64,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\" data-image-state=\"image-loaded\" width=\"240\" height=\"240\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function vn=optimize_GI(G,GI,irc,rgbGmed,rgbGI,v,scrmax)\r\n%Create vector vn that places GI regions such that\r\n%the score of created image versus G is good\r\n%vn=[2 1 3:100] would place GI block 2 in top left corner, \r\n%GI block 1 moves to block 2 location of the submission image\r\n% rgbGmed and rgbGI are doubles\r\n% irc contains GI regions r1 r2 c1 c2 of width w for the N regions\r\n% G,GI are uint8 [400,400,3] png arrays\r\n\r\n% rgbGmed and rgbGI are sufficient to create a passing vn\r\n\r\n N=length(v); %rgbGmed and rgbGI are [N,3]\r\n vn=v;\r\n %figure(42);image(GI);\r\n scr=calc_score(G,GI);\r\n \r\n %For seeing the data and flopping blocks [bi bj]\r\n %S=GI;\r\n %treg=S(irc(bi,1):irc(bi,2),irc(bi,3):irc(bi,4),:);\r\n \r\n %S(irc(bi,1):irc(bi,2),irc(bi,3):irc(bi,4),:)= ...\r\n %   S(irc(bj,1):irc(bj,2),irc(bj,3):irc(bj,4),:);\r\n  \r\n % S(irc(bj,1):irc(bj,2),irc(bj,3):irc(bj,4),:)=treg;\r\n %figure(2);image(S);\r\n \r\nend % optimize_GI\r\n \r\nfunction scr=calc_score(G,S) %Scoring function definition, not required\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%28.png Starry Night w=40\r\nztic=tic;\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1WDYDJJZ3wJ8Fs0-8E2u6bYxlZbOapNJn');\r\nGI=imread('https://drive.google.com/uc?export=download\u0026id=1THVdMv7MENBxBBAaIbkl4qSvPnqnMnpv');\r\ntoc(ztic)\r\n w=1; %determine block width; assumes corner is not 2x2 identical\r\n while isequal(GI(1,1,:),GI(w+1,w+1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(w+1,1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(1,w+1,:))\r\n  w=w+1; %Grow along diagonal/Right/Down\r\n end\r\n nr=size(G,1);\r\n N=(nr/w)^2;\r\n v=1:N; %initial vector assignment of GI squares\r\n \r\n irc=zeros(N,4);% idx r1 r2 c1 c2\r\n rgbGmed=zeros(N,3);\r\n rgbGI=zeros(N,3);\r\n \r\n ptr=0;\r\n for c=1:w:nr\r\n  for r=1:w:nr\r\n   ptr=ptr+1;\r\n   irc(ptr,:)=[r r+w-1 c c+w-1]; % indices r1 r2 c1 c2 for each block\r\n  end %r\r\n end %c\r\n \r\n for i=1:N\r\n  % [1 1 3] tuple  %credit Christian Schröder\r\n  rgbTuple=median(G(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:),[1 2]); \r\n  rgb=rgbTuple(:)';\r\n  rgbGmed(i,:)=rgb; % Median of G image block\r\n  rgbGI(i,:)=GI(irc(i,1),irc(i,3),:); %Blocks are singular r,g,b values\r\n end\r\n%Starry Night Best known score 41141, Greedy gets 49K, Hill using rgb blocks 45K\r\n scrmax=52000;\r\n vn=optimize_GI(G,GI,irc,rgbGmed,rgbGI,v,scrmax);\r\n toc(ztic)\r\n \r\n if isequal(sort(vn),v) || isequal(sort(vn),v')\r\n  valid=1;\r\n else\r\n  fprintf('vn fails to contain 1:N\\n')\r\n  valid=0;\r\n end\r\n \r\n S=GI;\r\n for i=1:N % Load S with GI blocks\r\n  j=vn(i);\r\n  S(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:)= ...\r\n  GI(irc(j,1):irc(j,2),irc(j,3):irc(j,4),:); \r\n end\r\n \r\n GmSsq=(double(G)-double(S)).^2; % Scoring Function\r\n dis=sqrt(sum(GmSsq,3));\r\n scr=round(0.005*sum(dis(:)));\r\n fprintf('score:%i\\n',scr); %GI,G scores 99198 for Starry Night vn=1:100\r\n if scr\u003escrmax\r\n   fprintf('Score:%i exceeds Max Score:%i\\n',scr,scrmax);\r\n   valid=0;\r\n end\r\n toc(ztic)\r\nassert(valid)\r\n%%\r\n%33.png Scream w=25\r\nztic=tic;\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1IxjAN8VmMhM9d5CmTkgHHcVwYEYTWOAj');\r\nGI=imread('https://drive.google.com/uc?export=download\u0026id=1C0A0mBb3YNOGlVnE5-9J3Nyr4X3xG0yy');\r\ntoc(ztic)\r\nw=1; %determine block width; assumes corner is not 2x2 identical\r\n while isequal(GI(1,1,:),GI(w+1,w+1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(w+1,1,:)) \u0026\u0026 ...\r\n       isequal(GI(1,1,:),GI(1,w+1,:))\r\n  w=w+1; %Grow along diagonal/Right/Down\r\n end\r\n nr=size(G,1);\r\n N=(nr/w)^2;\r\n v=1:N; %initial vector assignment of GI squares\r\n \r\n irc=zeros(N,4);% idx r1 r2 c1 c2\r\n rgbGmed=zeros(N,3);\r\n rgbGI=zeros(N,3);\r\n \r\n ptr=0;\r\n for c=1:w:nr\r\n  for r=1:w:nr\r\n   ptr=ptr+1;\r\n   irc(ptr,:)=[r r+w-1 c c+w-1]; % indices r1 r2 c1 c2 for each block\r\n  end %r\r\n end %c\r\n \r\n for i=1:N\r\n  % [1 1 3] tuple  %credit Christian Schröder\r\n  rgbTuple=median(G(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:),[1 2]); \r\n  rgb=rgbTuple(:)';\r\n  rgbGmed(i,:)=rgb; % Median of G image block\r\n  rgbGI(i,:)=GI(irc(i,1),irc(i,3),:); %Blocks are singular r,g,b values\r\n end\r\n%Scream Best known score 41328, Greedy gets 52K, Hill using rgb blocks 45K\r\n scrmax=55000;\r\n vn=optimize_GI(G,GI,irc,rgbGmed,rgbGI,v,scrmax);\r\n toc(ztic)\r\n \r\n if isequal(sort(vn),v) || isequal(sort(vn),v')\r\n  valid=1;\r\n else\r\n  fprintf('vn fails to contain 1:N\\n')\r\n  valid=0;\r\n end\r\n \r\n S=GI;\r\n for i=1:N % Load S with GI blocks\r\n  j=vn(i);\r\n  S(irc(i,1):irc(i,2),irc(i,3):irc(i,4),:)= ...\r\n  GI(irc(j,1):irc(j,2),irc(j,3):irc(j,4),:); \r\n end\r\n \r\n GmSsq=(double(G)-double(S)).^2; % Scoring Function\r\n dis=sqrt(sum(GmSsq,3));\r\n scr=round(0.005*sum(dis(:)));\r\n fprintf('score:%i\\n',scr); %GI,G scores 99198 for Starry Night vn=1:100\r\n if scr\u003escrmax\r\n   fprintf('Score:%i exceeds Max Score:%i\\n',scr,scrmax);\r\n   valid=0;\r\n end\r\n toc(ztic)\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-06T00:33:35.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-05T22:59:16.000Z","updated_at":"2023-07-06T00:33:37.000Z","published_at":"2023-07-06T00:33:37.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10. Start is 0500 PT 7/7/23, Registraion is open. Posted 7/5/23. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. .\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to move the blocks in GI to minimze the error between GI and G based upon RGB distance. The contest had these Initial files but the leaders did not use due to the high Cost for moving small regions. Assuming a low cost remap function this is to find the optimal image score using GI blocks. For Starry Night, 28.png, best score found is 41141 using Robust Hill Climbing where all swaps tried and only the best improvement is implemented. Greedy would start at index 1 and find min error then index 2 would look only from 2 thru N. Max error index swaps to minimize its index error. Many methods are possible. Hill Climbing using the block medians is fast, easily coded, and scores well. Greedy is easiest code.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eInput: G-goal image,GI-initial image blocked, irc-row/col for each block, rgbGmed-median of Goal image block, rgbGI-block rgb values, v- remapping of GI blocks, scrmax-max allowed of Score(G,GI(remapped))\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutput: v, [N,1] remapping GI([1:N]) to GI(v([1:N])\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"240\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" 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\",\"relationship\":null},{\"partUri\":\"/media/image2.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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2023:Orchestra Solve all X Linear Stage Problems (23:27)","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\r\nThe ICFP 2023 site will hopefully have contestant writeups. The ICFP 2023 Orchestra Spec shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\r\n\r\nThis Challenge is to place the musicians onto the stage,mxy, of Problems 23 thru 27 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than a min_score; The min_scores were selected as the minimums of using either provided Happiness table. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\r\nIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared. \r\nPlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information. Trying both tables will show neither Happiness table is optimal for all cases. Six problems can be handled well in under 5 seconds using Matlab.\r\n \r\nThis is the Orchestra room problem 22 showing the attendees and the stage.  The Greedy solutions show that 1/d^2 is a main driver with musicians clustered around the handful of attendees closest to the stage. A d=1000 really reduces Joy. \r\nThe stage is the line on the bottom at Y=10 extending in X 10:990 .","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 895.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 447.75px; transform-origin: 407px 447.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367px 8px; transform-origin: 367px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 201.5px 8px; transform-origin: 201.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 96.5px 8px; transform-origin: 96.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 366px 8px; transform-origin: 366px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place the musicians onto the stage,mxy, of Problems 23 thru 27 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than a min_score; The min_scores were selected as the minimums of using either provided Happiness table. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375px 8px; transform-origin: 375px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.5px 8px; transform-origin: 375.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information. Trying both tables will show neither Happiness table is optimal for all cases. Six problems can be handled well in under 5 seconds using Matlab.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 319.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 159.75px; text-align: left; transform-origin: 384px 159.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 860px;height: 314px\" 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\" data-image-state=\"image-loaded\" width=\"860\" height=\"314\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis is the Orchestra room problem 22 showing the attendees and the stage.  The Greedy solutions show that 1/d^2 is a main driver with musicians clustered around the handful of attendees closest to the stage. A d=1000 really reduces Joy. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 210px 8px; transform-origin: 210px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 .\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function mxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n% Submitting this template will provide interesting tables and figures\r\n%\r\n% d [1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\n% mu [1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]  the 16 musicians who have various instruments 1:9\r\n% axy [400,2]  (x,y) position for the 400 attendees\r\n% am  [400,9]  Each attendee's happiness co-factors per instrument types 1:9 seen in mu\r\n% mscrit [9,1000]  musician types, x-axis-pos   Score assuming no other musicians\r\n% mscrit10 [9,1000]  musician types, x-axis-pos Score assuming musicians at +/-10 blocking\r\n\r\n% No two mu may be within 10 of one another\r\n% If any other mxy is within a distance of 5 from the segment axy_i to mxy_j then Happiness_i_j=0\r\n%  This stage is on a line so there is minimal blocking\r\n%  The min distance from point to a segment is Cody \r\n%   https://www.mathworks.com/matlabcentral/cody/problems/1446\r\n%   The smallest solutions are often very slow\r\n%\r\n% Happiness_i_j=1000000*am(i,mu(j))/d2am(i,j); where d2am(i,j) distance squared axy_i,mxy_j\r\n% Score is sum of Happiness\r\n% Best known solution is 47221761 for problem 22\r\n\r\n% min_score of 46M can be achieved with either mscrit or mscrit10.\r\n\r\n  mxy=ones(length(mu),2)*d(5); % d(5) is ymin. This problem's stage is a line\r\n  mxy(:,1)=0;\r\n  \r\n  %Greedy Algorithm Scheme\r\n  %Place best scoring (Musician_type,X) of table type being used\r\n  % find [mu_type,x-position] of maximum score available in updating Table\r\n  % find musician of mu_type remaining to be placed, mu_loc\r\n  % mxy(mu_loc,1)=x-position\r\n  % clear placed mu \r\n  % if no musician of mu_type remains clear table of mu_type, wT(mu_type,:)=-Inf\r\n  % clear table for x_position +/-9 for all mu_type\r\n  % repeat until all musicians placed\r\n  \r\n  % Next line commented to execute greedy\r\n  mxy(:,1)=10:10:10*length(mu); % Template weak solution to see Tables and figures.\r\n  \r\n  % Working tables that will be destroyed\r\n  wmu=mu;      % vector of musician types\r\n  wT=mscrit;   % Scores of musician type vs X assuming no neighbors blocking\r\n  wT=mscrit10; % Scores of musician type vs X assuming +/-10 are occupied and block\r\n  \r\n  tic\r\n  while nnz(mxy(:,1)==0)\r\n   if toc\u003e1,break;end % avoiding infinite loop\r\n   [mu_type,x]=find(wT==max(wT(:)),1,'first');\r\n   % 6  more lines here for a  complete greedy algorithm\r\n   %\r\n   % Block X-positions less than 10 of placed musician,assuming integers only, for all types\r\n   wT(:,x-9:x+9)=-Inf; % 0 is not sufficient as values may be negative\r\n  end % while mxy has unfilled cells\r\n  \r\n  %Greedy algorithm may be based on first/last/random max value\r\n  % The threshold may also be varied to .98*max() and then randomly select node to play\r\n  \r\n  \r\n  %mxy(:,2)=ymin;\r\n  %mxy(1,1)=10; %Manual entry\r\n  % ...\r\n  %mxy(16,1)=990;\r\n  \r\n  %mxy(:,1)=[10 40 ... 990];\r\nend\r\n","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time, about 1-3 sec\r\n \r\ndir_struct=dir;\r\n\r\nfor i=1:size(dir_struct,1)\r\n fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\nend\r\n\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n\\n',toc); %Load Time of orc from .mat, 0.1 sec\r\n\r\npid_offset=22;\r\npid_scores=[28e6 55e6 221e6 125e6 110e6];\r\nvalid=1;\r\nfigptr=0;\r\n%fname='orc_d_mu_axy_am_pxyr.mat'  orc cell array of size 90\r\ntic\r\nfor pid=23:27\r\n%pid=22; % Stage is a Line [10:990, 10:10] in what they call [X,Y]\r\nmin_score=pid_scores(pid-pid_offset); %Best known score 47221761  22/46M 23/28M/32M 24/55M/55M 25/221M/224M\r\n%26/127M/127M 27/111.7M/111.69M\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n\\n',d(3:6));\r\n\r\n Lmu=length(mu); % number of musicians\r\n nmut=max(mu); % number of musician types\r\n na=size(axy,1); % number of attendees\r\n mscr=zeros(Lmu,1); % Track individual scores\r\n %mscrji=zeros(Lmu,na); % Scores of all attendees to placed musician location\r\n mscrit=zeros(nmut,rw);\r\n mscrit10=zeros(nmut,rw);\r\n d2am=zeros(na,Lmu); \r\n d2ax=ones(na,xmax)*Inf; \r\n \r\n for x=xmin:xmax\r\n  d2ax(:,x)=sum((axy-[x,ymin]).^2,2);\r\n end\r\n \r\n myj=10;\r\n myk=10;\r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   for k=1:nmut\r\n    for x=xmin:xmax\r\n     mscrit(k,x)=mscrit(k,x)+1000000*am(i,k)/d2ax(i,x); % Calc k,x assume no issues\r\n     \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    %dist2 (x+10,ymin,x,ymin,ax,ay)\u003c=25 % x+10\r\n    mxj=x;\r\n    mxk=x+10; %check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n    %dist2 (x-10,ymin,x,ymin,ax,ay)\u003c=25 % x-10\r\n    mxk=x-10; % check if adj blocks\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    if d2\u003c=25,continue;end\r\n    \r\n     % Calc k,x assumes possible blocks\r\n     mscrit10(k,x)=mscrit10(k,x)+1000000*am(i,k)/d2ax(i,x); \r\n    end % x\r\n  end % k nmut\r\n end % i na\r\n\r\n%Main Function Call\r\nmxy=Process_orc(d,mu,axy,am,pxyr,mscrit,mscrit10,min_score);\r\n\r\n%Fixing out of bounds values\r\nmxy(:,2)=ymin;\r\nmxy(mxy(:,1)\u003cxmin,1)=xmin-10; \r\nmxy(mxy(:,1)\u003exmax,1)=xmin-10;\r\n\r\n%Any players with distance\u003c10 from any other player gets put to xmin-10\r\n\r\ngap_fail=mu\u003eInf; % Logical zero of size mu\r\nfor i=1:length(mu)\r\n mxy_dist=(mxy(:,1)-mxy(i,1)).^2;\r\n mxy_dist(i)=100; % set self distance to 100\r\n if min(mxy_dist)\u003c100, gap_fail(i)=1;end\r\nend\r\nmxy(gap_fail==1,1)=xmin-10; % Throw all gap failers to xmin, No pts will be scored \r\n\r\n% Calc dist squared from each a(attendee) to each m(Musician)\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n scr=0;\r\n \r\n for i=1:na\r\n   ax=axy(i,1);\r\n   ay=axy(i,2);\r\n   \r\n  for j=1:Lmu\r\n   %mscrji(j,i)=1000000*am(i,mu(j))/d2am(i,j); % Calc i,j assume no issues\r\n   \r\n   mxj=mxy(j,1);\r\n   if mxj\u003cxmin,continue;end % Skip failed musician placements\r\n   myj=mxy(j,2);\r\n   blocked=0;\r\n   \r\n   for k=1:Lmu %check of musician mxy(k,:) blocks mxy(j,:) from LOS to axy(i,:)\r\n    if k==j,continue;end % can't block self\r\n    mxk=mxy(k,1);\r\n    if mxk\u003cxmin,continue;end % Skip failed musician placements\r\n    myk=mxy(k,2);\r\n    \r\n    %Calc Dist from vector [(mxj,myj),(ax,ay)] to point [mxk,myk]\r\n    d2=100; % set to valid\r\n    sL2=(mxj-ax)^2+(myj-ay)^2;\r\n    t=( (mxk-mxj)*(ax-mxj)+(myk-myj)*(ay-myj) )/sL2;\r\n    if t\u003e=0\r\n     if t\u003c=1\r\n      sx=mxj+t*(ax-mxj);\r\n      sy=myj+t*(ay-myj);\r\n      d2=(mxk-sx)^2+(myk-sy)^2;\r\n     end\r\n    end\r\n    \r\n    if d2\u003c=25  %No one musician adj to vector within 5 or 25 for dist squared\r\n     blocked=1;\r\n     break; %exit upon block determination\r\n    end\r\n \r\n   end % k Lmu\r\n   % Blocked musician-j by any musician scores 0 for this attendee-i\r\n   if blocked==1,continue;end \r\n   \r\n   %musicians play different instruments\r\n   %attendees have like(+) and dislike(-) negative co-factors\r\n   %mu(j) gives instrument of musician\r\n   %am(i,mu(j)) gives attendee Happiness for insturment mu(j)\r\n   mscr(j)=mscr(j)+1000000*am(i,mu(j))/d2am(i,j); %Tracking indiv musician score\r\n   scr=scr+1000000*am(i,mu(j))/d2am(i,j);\r\n  end % j Lmu\r\n end % na\r\n \r\n \r\n for i=1:Lmu\r\n  fprintf('Player %2i xpos: %3i  Instr:%2i  scr: %10.0f\\n',i,mxy(i,1),mu(i),mscr(i));\r\n end\r\n fprintf('\\n');\r\n \r\n fprintf('Total scr: %.0f   Min Score: %.0f********************\\n\\n',scr,min_score);\r\n \r\n %fprintf('%i ',mxy(:,1));fprintf('\\n\\n');\r\n \r\n fprintf('Table of max Happiness X per Musician Type\\n');\r\n for i=1:nmut % 9\r\n  fprintf('Musician Type-%2i  x: %3i  H: %9.0f\\n', ...\r\n      i,find(mscrit(i,:)==max(mscrit(i,:)),1,'first'),max(mscrit(i,:)));\r\n end\r\n \r\n %fprintf('\\nTable of max Happiness per Musician Type; assumes adjacent Musicians blocking\\n');\r\n %for i=1:nmut % 9\r\n % fprintf('Musician Type-%i  x: %3i  H: %9.0f\\n', ...\r\n %     i,find(mscrit10(i,:)==max(mscrit10(i,:)),1,'first'),max(mscrit10(i,:)));\r\n %end\r\n \r\n \r\n fprintf('\\n\\nThe following lines are the titles for the figures lower down:\\n');\r\n %Figures/Titles\r\n fprintf ('Problem: %i Orchestra\\n',pid)\r\n \r\n figptr=figptr+1;\r\n figure(figptr);\r\n plot(axy(:,1),axy(:,2),'.k');hold on  % Attendees\r\n axis tight; %axis equal\r\n for i=1:size(pxyr,1) % rectangle -no matrix allowed  Pillars fast draw\r\n  rectangle('Position',[pxyr(i,1:2)-pxyr(i,3) 2*pxyr(i,3) 2*pxyr(i,3)],'Curvature',[1 1],'FaceColor',[.9 .4 .8])\r\n end\r\n room= [0 0;rw 0;rw rh;0 rh;0 0];\r\n stage=[xmin ymin;xmax ymin;xmax ymax;xmin ymax;xmin ymin];\r\n plot(stage(:,1),stage(:,2),'k');\r\n plot(room(:,1),room(:,2),'Color',[1 0 1]);\r\n plot(mxy(:,1),mxy(:,2),'.r'); % Musicians\r\n hold off\r\n \r\n figptr=figptr+1;\r\n %Plot of Happiness for each Musician Type as a function of X with No blocks\r\n fprintf('Musician Types-1:%i rgb Happiness vs X No Blocks\\n\\n',nmut);\r\n figure(figptr);plot((1:rw)',mscrit(1,:)','.r');hold on;\r\n for i=2:nmut % 123 456 789 groups \r\n  plot((1:rw)',mscrit(i,:)','.r');\r\n end\r\n hold off\r\n\r\n%Plot of Happiness for each Musician Type as a function of X with No blocks\r\n% for i=1:ceil(nmut/3) % 123 456 789 groups \r\n%  fprintf('Musician Types-%i:%i rgb Happiness vs X No Blocks\\n', ...\r\n%      3*(i-1)+1,3*(i-1)+3);\r\n%  figure(i);plot((1:rw)',mscrit(3*(i-1)+1,:)','.r');hold on;\r\n  %figure(i);plot((1:rw)',mscrit(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  %figure(i);plot((1:rw)',mscrit(3*(i-1)+3,:)','.b');hold off;\r\n% end\r\n \r\n %Plot of Happiness for each Musician Type as a function of X with blocks\r\n %for i=1:ceil(nmut/3) % 9\r\n % fprintf('Musician Types-%i:%i rgb Happiness vs X with Blocks\\n', ...\r\n %     3*(i-1)+1,3*(i-1)+3);\r\n % figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+1,:)','.r');hold on\r\n  %figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+2,:)','.','Color',[0 .8 0]);\r\n  %figure(i+3);plot((1:rw)',mscrit10(3*(i-1)+3,:)','.b');hold off\r\n% end\r\n \r\nif scr\u003c=min_score\r\n fprintf('Score too Low. Pid:%i  %.0f   Min_Score: %.0f\\n',pid,scr,min_score);\r\nend\r\nvalid= valid \u0026\u0026 scr\u003emin_score; % Merging all\r\nfprintf('Total Elapsed Time thru pid:%i  %0.1f sec\\n\\n\\n',pid,toc); % Time thru challenge\r\nend\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-07-16T04:19:58.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-07-15T18:46:56.000Z","updated_at":"2023-07-16T04:19:58.000Z","published_at":"2023-07-16T04:19:58.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net happiness. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. Vector check is being done with a prior Cody 1446 solution variant.  Volume per musician was allowed but not in this Challenge. Happiness drops off as the square of distance between musician and attendee.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 site will hopefully have contestant writeups. The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. I modified the problem contents to the sufficient elements regarding the stage. The joys of JSON can be viewed. The musician types were upgraded by 1 to be non-zero based.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place the musicians onto the stage,mxy, of Problems 23 thru 27 using a Greedy algorithm using provided Happiness tables. Score an Attendee happiness of higher than a min_score; The min_scores were selected as the minimums of using either provided Happiness table. The standard inputs are detailed in the function template and include axy-attendee positions, am-attendee happiness factors to each instrument, mu-instruments of each musician, stage limits-[xmin xmax ymin ymax]. This stage is a line of ymin=ymax=10, xmin=10, and xmax=990, seen in the image below. The special performance tables provide Joy values for Musician types vs X. Table mscrit, matrix_score_XvsType, assumes no neighbors and mscrit10 assumes neighbors at +/-10 blocking thus gives less Joy.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIndividual attendee happiness= 1000000*am(i,mu(j))/d2(i,j) for attendee-i and musician-j where d2 is distance squared. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003ePlease submit the template to view the tables and graphs. The graphs show the mscrit and mscrit10 information. Trying both tables will show neither Happiness table is optimal for all cases. Six problems can be handled well in under 5 seconds using Matlab.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"314\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"860\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis is the Orchestra room problem 22 showing the attendees and the stage.  The Greedy solutions show that 1/d^2 is a main driver with musicians clustered around the handful of attendees closest to the stage. A d=1000 really reduces Joy. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe stage is the line on the bottom at Y=10 extending in X 10:990 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Hole-In-Wall: Figure Validation with Segment Crossing Check","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the complete Figure validation defined in the Specification when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.  \r\nValid=check_figureS(hxy, pxy, mseg, epsilon, npxy)  \r\nCrossing Segments appears in Cody 1720 but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 669px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 334.5px; transform-origin: 407px 334.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 237px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 118.5px; text-align: left; transform-origin: 384px 118.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 238px;height: 237px\" 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C2C2dob50oE//IZOXfxlS5iMjccu1/R4rL1sXtVKu0yV4KFf/YxOn2M9rnsBHfztr2lXkCd9ug7jujB/BbnJbJ2vNboI29AgL+rrqmcvFMBMbOmopd2uS+jwT35M9DluPDaA/Rz00o7YENr/l6fp5KXjxnUfvI/2LP+IBk2tE+5zADOxureJIkJ92bpfS3QRtmVFmexFApjOtvJcGn7/LTp6Gzce+zwNZaHHZKaG8lJo5PUX6dhNtuO6x77/XRp+5zXaVoz7FOamsiyHrfu1RPNhGxcdROvXtLMXCGAy29Niad8/n6Xj37zaJhjGxmML2M/B9LbWl/DjuldeTvv/8RfanhTJfg5gMpsGuikpPozNAK3QdNi6uSymehVe4g76sTPUlw78/gk69eWLLCFgOx6L5RjtZfOqFn5c94Lz6eBvfkW7Aj1p87pO9rMA4zWb/ojzcl/OZoEWaDpspWnh3EUBsCaNx+4x/WF2+JEHLRW+5ORXv4LxWJVMPq57L+1Z/iENNmNcF6aXnRHHZoEWaDZs/X1dqQMP1MMUtpXn0PD7b9LR226xqeAxHus4Y+O619tck2Pf/w4Nv/0qbSvKYD8HIOkx/eEcHODBZoLoNBu2Bbkp7MUA2J4aQ/te+PvE8dgf3k57//suba3CeKyjTTque8XltP/ZZ2hHYgT7OYCSwnQ2E0SnybCNDPOj/r4m9kKAQW3ooZ0hPnTwySfo1EVj47F05pl06NGHabf7ctrSjfFY0diO655tuW6nzj+PDj7xK9plasVsXtvBfhaMad3qNoqJDGSzQWSaDNuqshz2IoDxbGmvoT3Oi+nwww+MBazJyUu+Qgee/h3tjMB4rFZYxnW//n821/LwA/fQnmXSuG4F+zkwntqqAnJxWsTmg6g0F7bS9O+P13ezFwCMY5vpD67h996goz/4vk3FfPzb19K+l56jIbxRTLOGclNo5LV/0bEbx43rfu9mGnn7FYzrgiwtOZLNCFFpKmy9PJZTc0Mpe+LBGLanRtO+F/5GJ665yqYiPvrD22jvf9/BeKyObK0rob0L36cjd99pc61PXP4N2v/3P9OOhHD2c2AM7c0V5OftzGaFiDQVttkZ8exJB51b3007g73p4JOP06mLvjRW8VrGY5dhPFbHNq9sod2mSvXQLx+l02dbjeuedx4dfPyXtMvfnTbjxTaGlJ+TxGaFiDQTtsGBntTTWceecNCnwbZq2uO0iA4/NNl4rD/7OdCvHTHBtP+ZpyaM6x65/x7as/R/NNhUzn4O9GlVTyOFh/iwmSEazYRtaWE6e7JBf7aVZtPwv9+go7fy47HbM9HDYXRDucn8uO53b6KRt16hbagvDKPCVF9wmSEaTYRtbFQgDfS3sSca9GN7SjTte/6vdOLqK20q0LHx2Hz2c2BcW+uKJxnXvQzjugaxcV0nJcSGstkhEuHD1tV5EdVh0ot+re+mXcFedPB3j9GpL104VmHajMdi+USY2uaVzey47unzvkgHH/sF7fJzo839GNfVq0bTH12ebsvYDBGF8GGblhzFnlzQtsHWKtqzYiEdfuj+sYA1OXnJxRiPhXmRxnUPcOO6991Ne5b8lwYby9jPgbZlpceyGSIKocPWz8eF2rHwtK5sK8mi4Xdfp6O3fM+mIjz+rW/Svhefo+2YcQ52Mum47nduopE3X6ahgjT2c6BN3e01FOTvzmaJCIQO2/ycZPakgvZsT46i/c/9lU5cdYVNxXf0jtto+IN3aGslxmNBGWPjuj+0KXsnvnEZ7f/bn2hHfBj7OdCeYtMfUFyWiEDYsI0I9aFVvY3sCQWNGOiiXUFedPC3j9GpCy8Yq+jOOIMO/fRh2u22jLZ0YTwW1GE7rvsFS3k8/cVz6eBjP/9sXBcTMbVs7apWio4IYDPF0YQN28rSbPZkgvhGx2M/osM/vm8sYE1OfuViOvDUb2lnOMZjwbF2RJvHdb9mU0aP3Pcj2rv4AxpswLiuVtVU5psyZOGETHE0IcM2MS6UNplaRdyJBHFtK86k4Xdfo2O3fNemAhsdj/0HxmNBOEM5yTTy6j/p+A3X2ZTZYzffSCNvvERD+ans50BsKYkRbLY4knBh6+m+jJrqStgTCGLanhRJ+//xFzpx5fjx2B/Q8AdvYzwWhLe1tpj2fvQeHfnRuHHdyy6l/X/9I+0wNQC4z4GYWpvKydfLic0YRxEubLPS49iTB2LZvK6TdgV60sHf/JpOXWA7Hnv4pw/RbrelGI8Fzdnc10y7TZX0oV/8lE5/wWpc99xz6dCvf067fF1p8+pW9rMglrysRDZjHEWosA0K8KDujhr2xIEYBlsqac/yj+jwg5ONx/qxnwPQmh3RQXTgz3+gk/83blz3XvO4LlYgE9nK7gYKC/Zms8YRhApbado2d9LA8eTx2HdepWPf/45NxTM2HoseCdCnoZykScZ1b6CRN16koTyM64qqvCSLzRpHECZsYyIDaC26Z4SzIzGC9v/jGTpx5eU2Fc3YeGwe+zkAvdlaW8SO65689Ou0/y9P047YEPZz4Dgb1nZQfEwImzlqEyJsXVYspFpMohHGZlMB3RXgQQef+BWduuD8sYrFZjwWyx2CMW3pa+LHdc85hw796me0y8eFNq9qYT8L6msw/ZHk7rqEzR41CRG2qUmR7EkCdQ02V9CeZR/S4QfuHQtYE8t4bBjGYwGsTTque89dtHfRf2hrPZ6sEEFGagybPWpyeNj6ejtTW1MFe4JAHduKMmjk7Vfp2PfGjcdeew3t+9c/aDtmiANMadJx3ZtuoJHXpXHdFPZzoI6utmoK9HNjM0gtDg/bvOxE9uSA8qQXsUtjTdZLkkmk9xfv/fA9+fV23OcAgCe97lHqHZL+ULW+p6R77MAffktDWajvHKUoL5XNILU4NGzDQrzl6dnciQFl7f3fv20qA8nR22+lnSE+8juNuc8AwMxJryWVupPH32f7Xvgbuz0oa83KFooyXRMui9Tg0LCVpmVzJwWUd/yaqyw3/8lLvkJDmQnsdgAwP1IP0slLx9bWPfm1r7LbgfKqK3Ll7HFxeo+8PJ4gP7/vUmDAFRQcfJEsMPByCvC7nrw8f0Guzm9OyKz5cFjYJsSG0MZ1newJAWXt8ne33Phm0tgsty0AzI/0juXx95u04hW3LShr66c5lJ/3C1OwXkihoQumFBLyBfLzvZ3cXZ9lM2y2HBK2Hq5LqbG2mD0ZoDzpkQXphj9xzdWWN0GdPuss+a043PYAMDd7nBdbHp+T3jxlnkAlrYiFx4PUtX0wnk6e+D/asmUBxcfzAcuRQldqBXNZNhsOCdvMtFj2ZIDyrFu18qom2Ul09PYfyP+WXlyxM9SH/RwAzM6OmGA6/u1r5Xvr2Hdvou3JUTT8n7cs9x9at+rZtcOVTp8+m0wnXtbSwgfrVHy872PzbKZUD9tAP3d5GjZ3QkB55latVAls+2zMfFewF524/DL5/x/94W00lIvHFADmY1tpNh25/x75npLmREiL1kv/f2tdseURO7Ru1bF7hzOdPHmJJWgle/cuoMxMPlSn4u31CJtrM6F62BZhfUiHGd+qtf7Z3oXvE515pvyzg4//kgbxBxHAnEhvmJJeAmO+14bfe9Pm52jdqmfwk0o6dfIim6A1W7mSD9QphZxB7q5/Z7NtOqqGbVSEvzz9mjspoDybVq3pL+/xP9/3wt/ln0ukxQXG/xwApmc9IUpaC3fzWtuJoGjdqmf/yJ/YoJUcPbqASkqYQJ2GNFvZZcV/2IybiqphW12Bl9Y7ylStWjNp+TxpzU5pm9NfwIQpgNna47LEMiHq8E8eoq01Rex2w/9523I/onWrjK2bC4hOn8kGrdnGjQsoMpIP1al4uP+BzbipqBa2KYkR7AkBdUzXqjWznTB1Be0M9WW3AwBb0qo/x6/7lnzvmCdEcdtJ5NbtZ8tVonWrjOE9r7MBO15dHR+oU/HzvYXNuamoErY+nk7U2ljOnhBQ3kxatdZsJkzdeTve6wowjW1l2XTkgYkToqaC1q2yjh65lQ3X8bZvX0DJyXyoTiYk5BxTtn04IeumokrY5mbh7USONNNWrTWbCVNP/JK2tNew2wEY3ea+Zjrw1O/ke0UyfkLUZNC6VdbJk19lw5XT2cmH6lTcXF5i824yiodtaJAX9XXVsycDlDfbVq012wlTz7HbABjdyJsvW+4TbkLUVNC6VcbgJ9WmED1jQqhOZv/+BZSXx4fqZDzc/spm3mQUD9uy4kz2ZIA6LK3a674141atme2EqS/QniX/ZbcDMKrdrkvo1IUXyPfIVBOiJrO1rgStWwUMflrGhupU1qzhQ3Uy7iKFbVxMMK1f08GeDFDefFq1ZqMTpm6Vf4e09B4WkAcYtSM2lI5fP7MJUVMZ/gCtW3vb/HEznT59Lhuqkzl1agFVVPDBynF3/Qebe5NRLGzdXZZQwyz/ygP7mk+r1pr1hKkjd91BQ3gxCRjctrIcOvzAvfI9MdMJUZNB61YZ0nuQpRCdjc2bF1BsLB+u47k6vcVm32QUC9uM1Bj2BIA67NGqtWY7YepXmDAFhrV5ZTMdeHr2E6Kmgtat/R3Y/wQbqNNpbubD1VpgwJVs7k1FkbAN8HWlztYq9gSAOuzVqrVmM2HqJUyYAmMaeWvuE6Img9at/e3ZuZgN0+ns3r2AMjL4kDXz9b6Hzb6pKBK2hXgu06FsWrVvvsxuMxc2E6bO/gLtWfo/djsAvdrtupROXXihfA/MZULUVNC6ta+tm/Pp2FHTHzBMoE6nt5cPWUlw8Hnk4fYMm31TsXvYRob5UX9fM3vwoA4lWrVmNhOmrr6SdoZjwhQYw444aULUt+WyP58JUZPZWi+1br8r/360bu1j7+5/s2E6nSNHFlBRER+2vj53stk3HbuHbVV5LnvQoA6lWrXWMGEKjGabqV47/KB9JkRNBa1bO9vUZQrO29lAnc6GDQsoPNw2aIODLyIXp3fZ7JuOXcM2OSGcPl7fwx80qELJVq01mwlTv/k1bemoZbcD0DqphXngj0/KZV1ijwlRk0Hr1v6GBpPp6JHb2ECdTm2tVdAGfZk83J9is28m7Ba23h4rqKWhlD1YUIcarVprNhOmXn6e3QZA60beesVSzu01IWoqaN3a3/atkXT40INsoE5l27YFlJQkzT6+nDzdn2Szb6bsFrY5mfHsQYJ6bFq1Zcq1as1sJ0ydjQlToDu73ZbSqS9ZT4gqZLezJ7RulSG96GL/vqenXXZvvIb622f9TC3HLmEbEuhJvZ117AGCOtRu1ZrZTpi6inaG+7PbAWjNjvgwOn7DdXLZVmJC1FSGP3jHcj+jdWtf27Zk0qEDP6PTp77IhqvMFMhHDt9FO7aF0qreRooI9WGzbzbsEralRRnsQYF6bFu1Oew2SrGZMPWjH9JQQRq7HYBWyBOiTK1KqUwrOSFqMnLr9ha0bpW0eVObHKZ7di6ikb0vyvbs+pB2bveRW8HW21aWZrPZNxvzDtvYqCAa6G+32TFQl6NatdZsJkz9FhOmQLs2r2pVbULUVNC6FcemgS5KjAtlM3Cm5hW2rs6Lqa5a+TEMmJqlVXu9+q1aa7YTpl5gtwEQ3cjbr1rKsRoToiaD1q1YmupKyNN9GZuFMzGvsE1PUW8MA3gitGrNbCZMnXMO7Vn2IbsdgKh2myrTUxd9aTTgVJoQNRW0bsWSlR7HZuFMzDls/X1cqMNUuXI7BOoZa9V+26GtWjObCVPXXEU7IzBhCrTBkROiJrO1vhStW4F0d9RQUIAHm4nTmXPYFuQmszsD6hGpVWvNZsLU3dKEqXR2OwBRbK3IM4XZ/XKZdcSEqKns/S9atyIpLkhjM3E6cwrbiFBfWt3bxO4IqEe0Vq012wlTj9EWPBoGgtq8upUO/On3lkBz1ISoyQyaWrdH0boVxlpTeYmJDGCzcSpzCttKwSp2I7Jp1b4lTqvWmvWEqZFXMGEKxDQsyISoqaB1K5baynxyWbGQzcfJzDpsE+PC5GnQ3A6AekRu1ZrZTJg69xzas/wjdjsAR9ntvpxOffkiuYyKMCFqMqOt2++N7idat0JITYpkM3IyswpbL/dl1FRfwn4xqEcLrVoz6wlTx795Ne2MCGC3A1DbjoRwOnbj9XLZFGVC1FTQuhVLW1MF+Xo7s1nJmVXYZmfEsV8K6tJCq9bariDrCVN30rZCTJgCx9pamUeHHxJzQtRkBhvQuhVNnqkxwWUlZ8ZhGxzgQT14K5DD2bZqX2G3EZHNhKnfPUZbuurZ7QCUtnl1Gx348x8s95FoE6KmgtatWFb2NFBYiDebmePNOGzL8P5jIWitVWvNZsLUq/9ktwFQ2vA7r1nKoagToiaD1q14pGzkMnO8GYdtW3MF+0WgHq22as1sJ0ydiwlToLrdHtYTon4s7ISoqaB161ir+5rk1xRnZ8TLj8G6Oi9iM3M8hK2G2LRqy7X5+NWECVORmDAF6tiRGEHHbtLOhKjJoHWrrvVr2qnFdM4Lc1MoNjqIvEx/sHEZOR2ErUZovVVrzWbC1D130TYMUYDCtlbm0+GHHpDLnFYmRE1l73/ftdQHaN3a1ycbeqiztYrKijMpOSGcAnxd2UycLYStRti2anPZbbTEZsLUk49jwhQoZnO/didETUZu3d6K1q299Jnqn+qKPMpIjaFQU2OAy8D5QthqgJ5atdYwYQrUMPyudidErfx4FVVtXkup2zbIajevof6PV8o/Q+t27taY/jhpqC2i3KxEiorwJ3fXJWzu2RPCVgP01qo1s5kw9cUv0p4VC9ntAOZqt+cKOnXxl+UyppUJUVLA/m/3NrrjyEH6/OnTZIpTG2eb/t+9hw9QQE8bHUHrdkY2ruuktqZyKs5Po4TYEPL1cmJzTkkIW8HptVVrZjNh6tpraGdUILsdwGyNToi6QS5bWpkQ5bRrkC4+eWJCwE5mibub6T9M/2WC1q2t7vYaqijNll+rGGSqR7lcUxPCVnCWVu0N1+mqVWvNZsLUvZgwBfO3taqADj+snQlRUvfwn/ftZgN1Klds3kzNd91l+ofpj/GH7jd063ZVTyPVVuXLC7yHh/iQi9PsFgpQGsJWYHpv1VqznTD1BG3pbmC3A5jO5jXtdOCZpyz3jugToqQx2FuPHmLDdCbe9vQ0/Yfpv0x2uhundbuuv01+V39+TjLFRAWSp+nYuewSBcJWYEZo1VqzmTD12r/YbQCmM/zu65ZyJPqEqDWmoH1mDi1aa1LrtulHPzL9YwGt/Okjum3dfry+mzpaKqm0MIOS4sPI38eFzSpRIWwFZdOqfVvfrVozmwlT532R9jhhwhTMjjQh6qSGJkRJY7Tjw3Mu3vLyMv2H6b9MGn3c2e/Sot7OOqoqz6H0lGgKCfRks0krELaCMlqr1mwoO3FswtS3vkk7o4LY7QDG254UScduvlEuO1qYEFW+ZR195+hhNjxn6/ItWyyt2+afPUrdazrY7xRdf18z1Zv+QMrJTKDIMD9yc1nM5pEWIWwFZMRWrTXbCVM/om3Fmex2AGbyhKhHHpTLjFbeECU93jM+NOfDunVb5evBfqdoNqztoJbGMirMS6W46GDy9lzB5o8eIGwFZNRWrTXrCVMHfv8EbenBhCngbTa14vZraEKU2UOH9rGhOVfWrduuR38i7NhtV1s1lZv+gE5JjKBAPzc2b/QIYSsY21btq+w2RmEzYer1F9ltAIb//YalnGjlDVHSiyu4F1bMl3XrVpTnbld2N1BNZR5lpsVSWPDM1n7VI4StYNCqHWM9YerUeefRHqdF7HZgXLu9nOjkVy6Wy4iWlswrHBxgw3K+rFu3+37smOdu165qpca6YsrLTqLoiADycFvKZorRIGwFglbtROMnTO2IxoQpGCVPiPqOdiZEWUvctpENS3tQu3W7aaCL2k35UFwgvQoxlHy9ndkMMTqErUBsWrUVxm7VWrOZMHXf3bStJIvdDoxja3UhHX7kx3KZ0OKSeXHbNrFBaQ/WrVul3pnc01FLlaXZlGb6Ayc4wIPNDLCFsBUEWrVTs50w9Rva0tPIbgf6t3ltB+3/y9OW+0WLS+aVbFnHBqW9vGvn1u3q3iaqqy6g7Ix4igj1JVenRWxOwOQQtoKwbdXmsdsYHSZMgWT4Pe1NiBpPekWjtHqPORzt7QeffExHf/B90z/m1rod6G+n5oZSKshNptioIPLyWM7mAswcwlYAaNXOjM2EqfPPoz3OmDBlNLu9nOVuYzlENDQhivPzgyNsUNrD3/btpr3/+7fpH6Z/mUzXuv1kQw91tlZRaZH0KsRw8vd1ZXMA5g5hKwBzq/bYjdfRVrRqp2QzYerb19KO6GB2O9AfaQLUse/cNHqvaGxCFMder2rkxA1tosHGsilbt31d9VRdnksZqTEUGuTF1vtgPwhbB7Nu1Q6jVTsjmDBlPFILVmrJStdcixOiOI2frqEfHjnIhuV8/MzUYpYWOJC+w7p1u235R9RQW0S5WQkUFe5P7i5L2LoelIGwdTC0amdGWnJvKCeZdvm6yl3t5r/YhXTmmbTvpefY49CC4fffpNOf/zx/bAI49r2b5TIglQWpTGh5Ocbg7Z+wgTlX0osycgbXy797w9pO6s5NpuEbrjP9cAF9fOP15LHoP2z9DspD2DoQWrW2xgfqwcd/SUdv+R6d+vJFlvOkFSe/egl7jFpw8rJL2WMSmVRGpLIilRmtBfELIzvZ4JyLl9avpoqSLEpNiqRAU/0i1d0Vn/1BLyn43WMT6nZQB8LWgcZatdcbplVrl0A1tRyPX3uNzPz/Rt54UQjHr71a3h+p5c0dvxYceeAe+RikrnruGB3BfJ1PXHXF6HX/7DGwmRA9iDdu6qO7jhxgw3NaIyO0YP16WtDYSLelJJLLioUT6u6A99+kwSsvN228gDZc/220bh0EYesgem7VDjaU0vaUaNrtsYJG3npFfi72yN0/pBPSDX/GGZbjnsqpCy+gYzddL4/T7X/2Gdr74Xu0M8SHhgrSLJWk9P/M24/fB0cxjyseufN29udaIOIxmK+zFLzSv7f0NtG2wnTaGeYrP4O9/7m/0KFHH5aX2Dt10Zcs20/nxOXfoCN33UEHf/e46Xe/RLvdl8lvptpaVzxhH5TU8clqenF4J5013eNAhw/Tgk8/pQXt7bSgsJAWxMTQF0OC6RFvd1o0xbOvaN06HsLWQbTeqrUEqqeygToVhK0ytBC2U5kQxP+YQxB/7nNjQfzk+CAuYb/XHnx2bKb7D+8fC9eTJ2nB0BAt6O2lBeXltCApiRaEhlrc7OdDf3F3Yutsa2jdOh7C1gFsWrXviNuq5QP1ztkHqukPitFA/fOsA3UqCFtlaD1sp2KXFvFkQZwcZZcg7uyqp0UNlXRfSQGdn5ZqE66SLwUH0R2+XvSs++zWfq34JVq3joSwdQCRWrWTB+oVRGc6PlCngrBVhp7DdirKtYiXTxnE/X3NVF9dSDmZ8RQZ5kduzott6t5lKxbSe85LZCuYMdmZQuvWsRC2KrNt1b7GbmNvgw1ltD3VKlD/YB2oM5to4qhAnQrCVhlGDdup2C2Ir/gGHTad152/fJQG/vR7anj+b5T28vMU+O/X2XrX3tC6dRyErcqUatWOBmrMxEC9apaBahlDFSNQp4KwVQbCdnbsEcSnTUE8/OWL6JNvXk29t91CdQ8/QPmmlnHC83+1axCPtm5NdYLpO9G6VRfCVkXzbdWOBaoTjbw9j0C1tFBnPylJJAhbZSBs52+l6V6qMf0xnRsbTBkf/psynnmKyn/1KLXecxetu/kG2n7Z1+nIuedajmsqkwbxC3+bUxCjdesYCFsV2bRqK/lWrfQ+07FAfdUOgSp+C3WuELbKQNjO3tpVrdRYW0x52YkUHRFAHq5L2XrUmtfC9yjytX9ZgrhtrkF88eyCGK1bx0DYqsS6Vbvvn8+OC9Tf0pF7EKizhbBVBsJ2ehvXdcl1YrHpfkuIDSFfL2e23pwr+wXxl9kgbnjofst2aN2qA2GrkhPf+OwVeDMMU5lpW+ltOYdNN4YcqIs/oB3RQbS1qoD9DqNB2CoDYcvr7qilitJs+VWIQQEebD2plpC3X6HUv/+Jyn79M2q7+05ab2qh7v7qJXRqho/kSczbHrzgfLRuVYCwVcFgfcmEgm6BQJ0zhK0yELajVvc2UZ3pPszOiKOIUF9yneINTSKZSxAnm+oe7neB/SBsVbC1tthSqKVQRaDaB8JWGUYN24H+dmquL6WC3GSKjQokL/flbF2oZdZBvPbmGyznNfLVf7Lbg/0gbFVgHbbSuCq3DcwewlYZRgnbj9d3U0drFZUWZVBSfBj5+7iydZ9eJT7/V8t5RdgqD2GrAoStMhC2ytBz2PZ11VNVeS6lp0RTSJAXW9cZBcJWXQhbFSBslYGwVYaewnbNyhZqqCmi3KwEigr3I3eXJWz9ZkQIW3UhbFWAsFUGwlYZWg7bDWs7qLWxnIryUyk+Jph8PKdfEceoELbqQtiqAGGrDIStMrQWtl3tNVRekkUpiREU6OfO1l8wEcJWXQhbFSBslYGwVYboYbuqp5FqK/MpMy2WwkK8TfXT3FfCMTKErboQtipA2CoDYasM0Y5h3epWy3XufvwX5Om2jK2jYHYQtupC2KoAYasMhK0yHH0Mmwa6qL25kkoK0ykxLpT8vF0s17n+oQfY+glmD2GrLoStChC2ykDYKsMRx9DTWUeVZTmUlhxFwcyrEM3XGWFrPwhbdSFsVYCwVQbCVhlqHEN/XxPVVxdSTkY8RYT5kqvzYrbeMTNfZ4St/SBs1YWwVQHCVhkIW2UocQzr17RTS0MZFealUFx0EHl7rGDrmcmYrzPC1n4QtupC2KoAYasMhK0y7HEMn2zooc7WaiorzqTkhHAK8J3fqxDN1xlhaz8IW3UhbFWAsFUGwlYZcz2Gvu56qq7Io4zUGAq186sQzdcZYWs/CFt1IWxVgLBVBsJWGTM9hrWrWqjRVLbzshIpKsKf3F2VexWi+TojbO0HYasuhK0KELbKQNgqY7Jj2Liuk9qaKqi4II0SYkPI10u9VyGarzPC1n4QtupC2KoAYasMhK0yrI+hu72GKkqzKTUpkoL8HfcqRPN1RtjaD8JWXQhbFSBslYGwtb9VvY20+5675GPYdt23yMVpEVsfqM18nRG29oOwVRfCVgUIW2UgbOdvoL+NmutLqSAnmWKjAsnTfRmtu+n60XN6zVVsXeAI5uuMsLUfhK26ELYqQNgqA2E7ex+v76aOlkoqLcqgpPgw8vdxmXCvI2yNAWGrLoStChC2ykDYzkxvZx1VledSeko0hQR6sve3NYStMSBs1YWwVQHCVhkIW17/ymaqryminMwEigz3IzeXqV+FOB7C1hgQtupC2KoAYasM67DdnhQphKO33yrvj5phu2FtB7U2llFRXirFxwSTj+fsXoU4njlst1/6f3KFLALzdUbY2o/1eUXYKg9hqwKErTL2PTdWWYjm1AXns/tsL11t1VRekkUpiREU6OfG3rNzdfD889ljEkHfD77P7jPMHsJWXQhbFSBslbHHeZHlvArnzDPZfbYXJcP2xFln8cckgKqfPcLuM8wewlZdCFsVIGyVsz01hnbEhLBduo4w8vLzlmst/ZvbZ3uz7kaOiwkm73l0I0db7X/bPXdaunEdLeXZP1Psv55l9xnmRjqv5muNsFUewlYFCFvj2FaaTafPOUe+1sP/fYfdRmn9fdIEqcLRCVJhs5sgVfzELy1lNealf7DbgD4gbNWFsFUBwtZYjt7xA/laH/r1z9mfq2300Z+cGT360/3ZvkuTo1yW/Y/dBvQBYasuhK0KELbGsv/ZZ+RrfeKaq2hLXxO7jaNYXmpRmC6/1MJv3Esthi67VN73nttvsfn/oD8IW3UhbFWAsDWW3Z4rLNd7h0rjtnO1bnUbNdWXUH5OEuV/9L5lv0se+zlbD4B+IGzVhbBVAcLWWGzGbT9wzLjtXOxZPvbyiGrnRRRuKqsuKxay9QFoH8JWXQhbFSBsjUe0cduZOPD07+R9Pnbj9fTpQJf8/+Ql9kqy5CX2Ah24xB7YH8JWXQhbFSBsjUfkcdvJHPvOjfI+H/jDb9ifb1jbSa1N5VSUL72pKoR8VFw8HuwPYasuhK0KELbGYzNumxjBbiOSoZxky/7uWfo/dpvx1qxsoYaaIsrNSqCocH9yd1nC1h0gJoStuhC2KkDYGo/tuO3b7DYisR6vHcpKZLeZTl9XPVWbVxcK8mLrERAHwlZdCFsVIGyNSUvjttx47XzIjxi1Vlmtm+vK1ivgOAhbdSFsVYCwNSbLuO3VV9GWXoHHbTf0TDteO18D/W3UXF9KBbnJFBsVSF7uy9l6BtSDsFUXwlYFCFtj0sq47VzGa+drdW8j1VUVUHZ6HIWH+pCL0yK23gHlIGzVhbBVAcLWmLQybmuP8dr56u6opQrT+ZIeMQrCI0aqQNiqC2GrAoStcY2N2/6M/bkI7D1eO18b13VSW1MFFRekUUJsCPniESNFIGzVhbBVAcLWuIQft5XGa29Wdrx2vtauaqFG0z2UZ2p1R0X4k7srHjGyB4StuhC2KkDYGpfo47ZDOUmW/VNrvHa++rrrqboijzJSYygUjxjNGcJWXQhbFSBsjUv0cds9yz+0lE1HjdfOxyemlnlnaxWVFWdSckI4BfjiEaOZQtiqC2GrAoStsVnGbX8l3rjtgafEGq+dr/Vr2qmloZQKc1MoNjqIvDzwiNFkELbqQtiqAGFrbGPjtlfSlt5GdhuH0MB47Xyt7muiuuoCys6Ip4hQX3J1xiNGZghbdSFsVYCwNTZRx221OF47Xz0dtVRZlk1pyVEUHODB1nVGgbBVF8JWBQhbY7MZt/2POOO2e5Zpe7x2vjYNdFG7qV4rKUijxLhQ8vV2Zus+vULYqgthqwKELYg4bnvgqd/K+6SX8dr5WruqlRrriikvO4miIwLIw20pWxfqBcJWXQhbFSBsQbhxWwOM187Xyu4GqqnMo8y0WAoL9mbrRS1D2KoLYasChC3YjNsmhLPbqGnI1Hoz749Rxmvnq6utmsqLMyklMYIC/NzYelJLELbqQtiqAGELoo3bGn28dr7Wr+mglsYyKsxLobjoYPI2/THF1ZsiQ9iqC2GrAoQtSEQat8V4rX319zVTfXUh5WTGU2SYH7k5L2brUZEgbNWFsFUBwhYkNuO2PQ4ct13fTcduvkHeF4zXKqO3s46qynIoPSWKggM92TrV0RC26kLYqgBhCxJRxm0xXquuTQPd1N5SSSWF6fIjRn4+LmwdqzaErboQtipA2ILEdtz2LXYbNWC81rHWrW6jproSys9JopjIAPJ0W8bWuUpD2KoLYasChC2YiTBui/FasazqaaTaynzKSoulcFP94Lxi4YT6VwkIW3UhbFWAsAUzy7jtVQ4at5XGa2/CeK3IutprqLwkS37EKNDPna2P7QFhqy6ErQoQtmDm6HHboexEy/djvFZ8G9Z2UGtjORXlp1J8TDD5eDqx9fNcIGzVhbBVAcIWzBw9bovxWm1bs7KZGmqKKDczgaLC/cjNZQlbX88EwlZdCFsVIGzBmmXc9pePsj9X0oE/YLxWT3q76qiqPJfSU6IpZJaPGCFs1YWwVQHCFqyNjdteoe64LcZrde1j0/XtaKmk0qIMSooPI/9pHjFC2KoLYasChC1Yc9S4LcZrjWWgv42a60upICeZYqMCydPd9hEjhK26ELYqQNiCNZtx2/fVG7eVAtZcDjFeazyrehuptqqAstLj5EeMkp7/m6U8IGyVh7BVAcIWxnPEuK1lvPYmjNdCL6031UXmeinN9EcfV++D/SBsVYCwhfFsx20b2G3sCuO1MM72pEhLvbQlJ5namsqpOD+NEmJDyMfLfo8YwSiErQoQtjCezbhtfBi7jT1J3cbm78N4LUisw3aoIM3mZ2tWtVBDbRHlmspNVLg/ubvO/REjGIWwVQHCFsZTe9wW47Uw3lRhO15fVz1VV+RSRmoMhQZ5sRkBU0PYqgBhCxw1x22lrmPpuzBeC2azCVtrn2zooc7WKioryqDkhHDy93VlMwNsIWxVgLAFjs24bbeC47YD0njt9fJ3YbwWzOYatuMN9LdTc0MpFeRKjxgFkZfHcjZDjA5hqwKELXDUGrfFeC1w7BW2463ubaK66gLKzoijiFBfcnVaxGaK0SBsVYCwBY7tuO2b7Db2gPFa4CgVtuP1dNRSpamspyVHUXCAB5svRoCwVYFewnaL6abZERUo36RKkVt4BhpTNI/bHv3hbez5sIfD998jf4eh3odsOs4dMSHs+bCXHVFBtKW1iv9+DZCOwVwvKRm21jau65KzpNj0fQmxoeTr7czmjR4hbFWgh7DdWlVAdMbnLMehpOPf+ia7D3p09PZb2XOghGPfuZHdBz06+oPvs+fA7j73ORrKS2H3QXSOCNvx1q5qpUZT/ZiXnUjREQHk4bqUzR89QNiqQA9he8TU8jIfg+LOPJM2r2xm90Nvjptam+w5UIA0EYvbB73Z3N9GdNZZ7DlQwrHvfUeTPQYihO14K7sbqKYijzLTYigs2JvNIq1C2KpA62G798P3LPt/8De/tnSj2dvw269avmfP8o/YfdGTrXXFdOLyy0bP689/wp4Tezj428fk7zj15YtoW3Emuy96stvLyVKO9r3yPHtO7OHAU6Ovv5QMv/s6uy8ik47BvP+ihK01+RGjtmoqM5VZ6RGjAD83Npu0AmGrAi2H7fbUaLlbV9r3ww/cS4MNpex29iA9/iKNK0rfdejXP2e30ZPdbsvGykW4P7uNPVhXqnsXf8BuoyfmEJRa8oONZew29iDNYTj0s0dGv8v0R5M0RsxtJyrRw3a89WvaqaWhjArzUiguOoi8PVawWSUqhK0KtBq2m1e30sEnfiXv98mvXEw7g73Z7exp/7N/Hv2+r11CWyvy2G304uDvRlucx757k+Ld5kfvvF3+rkOmFjT3c70YbCqnE1dfKR+rtPACt4097YgJphPfGO2dkIJXCmBuOxFpLWzH6+9rovrqQsrJiKfIMF9ydV7MZpcoELYq0GrYWncfj7zyAruNvUnnx/yde1YsZLfRA+su5H3P/43dxp5G3nhR/i69dyXv9na2lB+pO5nbxt6G33nN8p1a6k7WetiO19NZR5VlOaOPGAWK94gRwlYFWgxb6+7jI/ffQ4P1ynUfW7PuSj74mH67ktXqQjYzSlfygad/Jx+j0l3I1uTu5EcfHv1eDXUn6y1srW0a6KL25koqKUynxLhQ8hPgESOErQq0FrbW3cenLv4y7VKh+9jaWFfyV2lrZT67jdap2YVspveu5EFTHXXimqvkY1SjC9najuggOnHZpaPnVyPdyXoO2/HWmeq0proSys9OopjIAPI0/bHL5ZySELYq0FrYWncf73tZne5jazZdyU7660pWuwvZTO9dybt8XCzlRq0uZGvD74zNptdCd7KRwna8lT0NVGP6Qz4zLfazR4wWTsg8e0PYqkBLYWvbfXw3ba0vYbdTkm1X8i/YbbRM7S5kM713JR/445PysanZhWxtS3sNHfrpQ6P7oIHuZCOH7XhdbdVUXpJFKYkRFKjQI0YIWxVoJWxtuo9NrZ9dQV7sdmqwdCX/39doa5W+upId0YVspteu5MHmSjr+zavlY1O7C9ma9ArHk5d9ffQcC96djLDlbVjbQa2mP9aK8lIpPiaYfDzt84gRwlYFWglb2+7j59lt1GLTley8iN1GixzVhWym167kXT6ulvLiiC5kayNWL2cRuTsZYTsz/aY/iOtrCiknM4Eiw/zIzWVujxghbFWghbC16T6+7245FLjt1GLTlfz4L9lttMhRXchmeu1KPvDH38vH5KguZGuDbdV0+CfW3cnB7HaOhrCdm97OOqoqz6H0lGgKCfRk85Iz47CtKM1mvximJ3rYTug+NhUgbju1WbqSv/5/8kII3DZa48guZLMjOutKHmyppOPXXiMfkyO7kK3tjAqkk5eK3Z2MsLUPaQUjLjPHm3HYhgZ5UV9XPftlMDXRw9am+/il59htHMG2K3kxu42WOLoL2UxvXcm7fMXpQrY28tYrlv0SsTsZYTt/q/uaKCLMl83M8WYctpLcrAT2C2FqIoetTffxvT+S95XbzhFsupJNLW9uGy1xdBeymd66kg/8SZwuZGuj3ck/Ht03AWcnI2znryA3mc1KzqzCVpqVJc3S4r4UJidq2Np0H1/0JWG6j61ZupIv/TptrS5kt9EKEbqQzfTSlTzYWiVcF7K1nZGB8jCIfK4F605G2M5PR0sV+fu4slnJmVXYSqSljqSlj7gvB56oYWvTffyiON3H1my6kl2WsNtogVQGROhCNtNLV/IuPzdL+RCpC9nayFsvW/ZRpO5khO38SBOkuIyczKzDVlKt89VY7E3EsJ3YfVzEbudoNl3Jv/k1u40WiNKFbKaXruQDf/6DfAyidSFbk1rfhx95cHQ/BepORtjOnbTakNssVxmaU9hGmSqLNStb2J2AiUQLW5vu4y9dSLsCPNjtRGHuSj5x2ddpa42YfxRMR6QuZDOtdyVLY6LmPxhF7EK2tjMigE5+/Wuj51uQ7mSE7dxI6+pK6+ly2TiVOYWtpCg/ld0RmEi0sN37kXX38T/YbURi3ZW823Upu43IROtCNht54yV5n7TalbzL332sXAjahWxt5E2xupMRtnNTWpTBZuJ05hy20vsjpfdJcjsDtkQKW5vu43vuMrUUxZ90ZNOV/NvH2G1EZtOFHOH4LmQzrXcl73/mKXnfRe5CtiY9D3z4YXG6kxG2s9fbVUchQTN/kYW1OYetJDMtht0hsCVK2E7oPja1DLjtRLT/2Wfk/T7xjUtN51NbXckidiGbabUrWXrp//FvXyvvu+hdyNakP7ak933L51zqTu50XHcywnb2pFc2clk4E/MKW3fXpdRgChJup2CMKGFrM/v4X8+y24jKpivZTTtdyaJ2IZtptStZmmdgKQ8a6EK2Zj7nEkd2JyNsZ6eloYy8Pea+KMG8wlYSHxNCG9Z2sjsHo0QI2+2pMWPdx3ffqblnVm26kk0tRW4bEYnahWym1a7k/X95Wt5nrXQhW5NWKDr88AOj++/A7mSE7cxJj7tKj71yGThT8w5bibQOILeDMMrRYWvTfXzhBZrqPrZm6Uo2VVCOXihhpkTuQjbTWleyNJP3+HXfkvdZS13I1qTHv05+7auj591B3ckI25mrLs9ls2827BK20kr3K00tD24nwfFha9N9/E9tdR9bs+lKdl/GbiMS0buQzbTWlSy96cxSDjTWhWzN/GIRiSO6kxG2M7PG9EdyVLgfm32zYZewleRlJ7I7Co4N24ndx9pdPcemK/nJx9ltRCJ6F7KZ1rqS9//1j/K+arEL2dpgcwUdfuj+0WNxQHcywnZmCvNS2cybLbuFra/pL8y2pnJ2Z43OUWFr0318wQXyq+247bTE0pV8xTdoa10Ju40otNCFbKaVruQtnXV0/Ppvy/uq1S5kazvD/Ojk1y4ZPfcqdycjbKfX2VZNAaZ6k8u82bJb2EpSTReP22Gjc1TY2nYf/53dRmtsu5KXs9uIQCtdyGZa6UreFeQ1dv013IVsbeR1x3QnI2ynl5Eaw2bdXNg1bJ1XLKSaynx2p43MEWFr0338ox/qZvF1267kJ9htRKCVLmQzrXQl7//bn+R91HoXsrXBpnI6/GP1u5MRtlNrqCkid9clTM7NjZ3D9iOKjgigtata2Z03KrXD1rb7+Hx5cW1uO60a60q+nAbrS9ltHG2sC/lm4buQzSxdyT97hP25o23pqqPjN1wn76MeupCt7QzzpZNfVbc7GWE7uQ1rOyg+JpjNuLmye9hKinHhbKgdtjbdxy+I34U5WzZdyR4r2G0cSWtdyGaidyXvCtZfF7K1kdf+ZTk+NbqTEbaTKzeVfy7b5kORsA3yd6fu9hr2IIxIzbC1effxXXfQVh1268tdyTeNdiUf+P1v2G0cSWtdyGaidyXv/7v+upCtDTZK3cn3jR6jCt3JCFten6l+CQ32ZrNtPhQJW0lWeix7IEakVtjadB+ff57uuo+tWbqSrzRVvA1idSVrsQvZTNSu5C1d9XTsRn12IVvbGepLJy/5iuUaKNmdjLDl5WYlspk2X4qFrafpr/smwR/NUItaYWvTfayh7su5sOlK9hSnK1mrXchmonYl7zS1NCzXW4ddyNZGXlWnOxlhO1FrUzn5mMoXl2nzpVjYShLjQmnjQBd7UEaiRthO6D6uyGO304vRWcmjLZ1jN98gv41HBId/8uOxa62hLmQz6wr4yIP3ssfoCEdv+a68T3rtQrYmHd/hB5XvTkbYTpSSGMFmmT0oGraSitJs9qCMRI2wlVpR5u+QbiJuG705cu/dlmMWzelzz2X3WQuk92dzxySCo7fdwu6z3kj1xMmvXCwfs/S4E7fNfCFsbdWYGihchtmL4mEbbio0q3oa2YMzCjXCdkd0kPxX//AHb7M/1yOpsjh91lmWcyuMz32ODvz5D+w+a8HIKy8QnXEGf2wOdPqsz9POyAB2n/Voz7IP5Xtasd4whK3F2lUtFB3hz2aYvSgetpL8nCT2AI1CrTFbAICZQtiOKc5PY7PLnlQJWz9vF2pvrmAP0ggQtgAgGoTtqK72Ggr0d2ezy55UCVtJWnIUe6BGgLAFANEgbEdlpsWymWVvqoWtq9MiqtPJ+3lnC2ELAKJB2PZSY10xebgtZTPL3lQLW0lMVCCt629jD1rPELYAIBqjh+3GdZ2UEBvCZpUSVA1bSUlhOnvgeoawBQDRGD1sK0qy2IxSiuphGxzgQT0d6i2QLAKELQCIxshhKz2OKj2WymWUUlQPW0l2Rjx7AvQKYQsAojFy2OZlJ7HZpCSHhK2X+3JqFnQdUiUgbAFANEYN27bmCvL1dmazSUkOCVtJUnwYfby+mz0ZeoOwBQDRGDVsU03HzWWS0hwWtpKqshz2ZOgNwhYARGPEsK2tyicXp4VsHinNoWEbEeZLq/ua2JOiJwhbABCN0cJ23epWiokMZLNIDQ4NW0lBbjJ7YvQEYQsAojFa2JYUpLMZpBaHh62/jyt1tFSxJ0cvELYAIBojha30uKn02CmXQWpxeNhK0lOi2ROkFwhbABCNkcI2Kz2OzR41CRG2bs6Lqb66kD1JeoCwBQDRGCVsm+pLyNN9GZs9ahIibCVx0UG0fk07e7K0DmELAKIxQthuGuiixLhQNnPUJkzYSsqKMtgTpnUIWwAQjRHCtrIsh80aRxAqbEOCvKi3q449aVqGsAUA0eg9bFf3NlFEqC+bNY4gVNhKcjIT2BOnZQhbABCN3sO2ICeZzRhHES5svT1XUEtDGXvytAphCwCi0XPYdrRUkr+PC5sxjiJc2EqSE8Lpkw097EnUIoQtAIhGz2GblhzFZosjCRm2kuryXPYkapF12AIAiEZPYVtXXUCuzovZXHEkYcM2KtyP1qxsZk+m1mwrymALOACACLanxbJ1l9YM9LdTbFQQmymOJmzYSgrzUtkTqjXWLdv9f/sT7XZbphl7P3qPTn7tqzY3puTUBefT8LtvsJ8xsmM3XCefnxNXX8n+XAuO3zh6DMevuoL9uZENv/u6XPat7wXJya9dYrpX3mc/I6p9L/7Dsv96admWmho2XJaIQOiwDfBzo862avakaolWx2yHMhPo8AP3WPZdujlH3n6VTp99tvzvo7d8j3ZEB7GfNarDP/mxfG6O3Hk7+3Mt0MMxKEEa45TOiXw/fO5zNPLGSzLpv+Xzddcd8jbcZ0WktzHb3s46Cgn0ZLNEBEKHrSQjNYY9sVqixbDlgnZz/+gbvobfe4NOn4PA5SBs9YkLWvPPtBq4egvbnMx4NkNEIXzYursuoYaaIvbkaoXWwnYoSwraey37vO/F52jzuFdpDr/3JgKXgbDVn6mC1mxC4CZHTdhGNHoK2+aGUvL2WM5miCiED1tJfEwwbVjbwZ5kLdBS2M4kaM1GA/cceTsE7iiErb7MJGjNtBa4egnbj9d3U1J8GJsdItFE2ErKizPZE60FWgnboaxE26B9afKgNUPg2kLY6seEoH1z8qA1G3nz5bHA/ZHYgauXsK0qz2UzQzSaCduwYG/q625gT7botBC2ctA+OLugNRt+H4FrhrDVh4lB+zK7Hcc2cH8obODqIWz7+5opMsyPzQzRaCZsJbmmQOBOuOhED1s+aGfXbS8H7rkIXISt9tkE7RlnzCpozeTANX1WPo+CBq4ewrYwL4XNChFpKmx9vJyotamcPekiEzlsh7KloL3Psn9y0M5xfHz4/bcMH7gIW22zR9CaTQjclGh2O0fReth2tlZRgK8rmxUi0lTYSlISI9gTLzJRw3Zi0D4/56A1M3rgImy1y55BayZy4Go9bDNSo9mMEJXmwlZSU5nHnnxRiRi2E4L25fkHrdlo4J4r/16jBS7CVpuUCFqzkbesAvducQJXy2FbX1NEbi5L2HwQlSbDNjoigNauamEvgohEC9uh7CQ6/GNlgtZs+D/GDFyErfZMCFpTOHLbzcfIW69YBe6dQgSuVsN2/ZoOiosOZrNBZJoMW0lxvnYKh0hhywdtJ7vtfBkxcBG22jIxaF9ht7MH0QJXq2FbVpzJZoLoNBu2Qf7u1NVew14M0YgStmoGrZkcuF80TuAibLXDJmjPPFPRoDWTA9f0XfL5lQI31XGBq8Ww7euqp9AgLzYTRKfZsJVkamRZKBHCdihHCtr7Lfux7+UXaPM6ZYPWbPg/bxsmcBG22uCIoDWbGLiOef+7FsM2NyuBzQIt0HTYergtpca6YvaiiMTRYevIoDUzSuAibMXnyKA1EyFwtRa2rY1l5OPpxGaBFmg6bCUJsSG0UeXgmC1Hhq0ctA9ZBe0r6get2fAHUuB+Ud4PvQaukcK2dvMa8ty5md7cu52e3r+H/jmyk/63exvFDW2igU197GccTYSgNZOWq7QE7j13qR64WgrbT0ykxz65DNAKzYetpKI0m71AonBU2A7lJNsE7YgDg9ZM74Gr97DdaApR151b6NrjR8lUqiZ13qlT9OsDw3Igj/8djjIhaE1hx22nJkcGrpbCtroij637tUQXYRtuCrBVPY3sRRKBI8KWC9pP13Wx26pNz4Gr57At3jJANx07zIbrZM4+fZpeG94hh7T171KbTdB+XoygNZMD17RP8jmXAjdNncDVStiuWdlCUeH+bN2vJboIW0l+dhJ7oUSgdtgO5UpB+4DlO+WgHRAjaM2GP3iHTp+nv8DVa9i6mFqz35ymNTuV3xzYS4WDAzbfoxbroD39+c8LFbRmw6Z9kvZNPu8qBa5WwrYoP5Wt87VGN2Hr6+1Mbc0V7MVyNDXDdmLQ/lO4oDXTY+DqMWzdTUF70amTbIjOxqMH91HDp+p2K48PWinUuO1EMDFwlX3aQgth29VWTYF+bmydrzW6CVtJqqnwcBfM0dQKWzloH7YK2lfFDVqz4f/qK3D1FrZlW9bJ46/mwJyvJ/fvZb9TCVoKWrPhd6wC915lA1cLYZtpauFzdb0W6SpsXZwWUm1VPnvRHEmNsB3KTdFc0JrtNQXuqfPOk/db64Grp7A9dNcd9IuDI2xoztWZdJr8dnzKfq89TQhaU4hx24lo+J3XrAL3R4oFruhh22iqNz1cl7J1vRbpKmwlMZGBtG51K3vxHEXpsOWDtpvdVlR6CVw9he3g3XexgTlf1x87ouiEqYlB+xq7ncjUCFyRw3bDuk75sU6ujtcq3YWtpKQwnb2AjqJk2A7lMUG7XltBayYH7vnaDlw9hW3vffeyYWkPEUMfs989XzZBe5Y2g9ZMDlzTMcjlSQrcdPsGrshhW16SxdbtWqbLsA0O8KCejlr2IjqCUmE7GrQPWn63loPWbO9/39V04OopbBseeIANSnt4aXgn+93zYRu0Z2k6aM1GA/cs+ZhGAzeO3W4uRA3bld0NFBbizdbtWqbLsJVk27FQzpcSYTsxaP+l+aA103Lg6ilsqx98kA1Ke7j16CH2u+dKj0FrZhO499kvcEUN27zsRLZO1zrdhq2n+zJqqi9hL6ba7B22ctA+YhW0r+knaM32/k+bgYuwnRnpmV3uu+diQtC+q5+gNZOOyd6BK2LYtjWVk6+XM1una51uw1aSGBdKmwSYkWvPsB3KS9V90JqNBu758nFqJXARtjPHffdsGSFozYbffd0qcO+ed+CKGLbS45tcXa4Hug5bSWVZDntR1WSvsB3KZ4J2Qw+7rV5oLXARtjNzxYlj7HfPhk3QfkEK2tfZ7fREDlzTscplTArcjLkHrmhhW1uZTy4rFrL1uB7oPmwjQn1pdW8Te3HVYo+wNWLQmsmBe4E2AhdhOzM/ODK/MVsjBq2ZvQJXpLBdu7qVoiMD2DpcL3QftpKC3GT2AqtlvmE7GrSjFaDESEFrtvd//9ZE4OopbGsUDNtn9u1mv3smbIP2C4YKWrPRwP2CfA6O3C8Fbjy73VRECtti0/dzdbeeGCJs/X1cqKOlkr3IaphP2MpB+1nlJxl5/UXDBa2ZFgJXT2Hbef99bFDag/eOzex3TwdBO2b43/MLXFHCtru9hoIC3Nm6W08MEbaStOQo9kKrYa5hO5SfhqAdZ++HYgeunsJ24z13s0E5XxefPEH9H69kv3sqE4LWFDbcdkZiG7j3zCpwRQnbrPQ4ts7WG8OEravzYqqrLmAvttKsw1Z6GbpUyKez27S/R+6+0/I5BO2Y0cC9QD4vx266gfa+/xZ7Dh3h6O23yvulh7A9aDq3/yotpgerq+0qKjeDPXdT2fvhe6Y/rr4r79do0L7B7rsRSefCHLhH77iN9i79L3sOx5POqfQZiaPCtqmuhDzdlrF1tt4YJmwlsVFBNNDfzl50JW2tKrAU6rnY/+yf2d9rZNYVhYhOfONSdr+14Ph132KPSRTStef228jmez8MZSWwv1dJ0mOZ0uOZXF2tR4YKW0lpUQZ74RW1pt3yfNxsHfr5T/jfCbTvub+y50wE0nqk3D5rwaFf/JQ9JhHs/8sf2X2GXvnccOdsWmeeSVu6G9jfqaSK0my2jtYrw4VtSKAn9XbWsRdfSVJh3laaJXcpz1h1Ifu7YMzWuhK554A9fw6yzRF/0NnZtopcy/F8ajrHr63qpqs//njObtm4gYpaam3O06yZ9oPbVxgj3w/cuZvEtvJchwTtqt5GCg/1YetovTJc2EpyMmc/TR7A6Fx3bqGzT59mJz1N5Y4jB6nl0372d4Ix5ecksXWznhkybL09llNzQylbCABgclJo/ubAXjZUx7v0xHHymeMjPqBf7c2V5OfjwtbNembIsJUkxYfTxzp9pzCA0jo+WS23dJ/cv5fuOnKArj5+jL539DA9fGgfvTS8gzK2blB0gXjQLukxTK5O1jvDhq2kqjyXLQwAAGB/dVUF5Oq0iK2P9c7QYRsZ5kf9fc1soQAAAPsZ6G+j2KhAti42AkOHraQwL4UtGAAAYD8lhelsHWwUhg/bAF9X6mytYgsHAADMX09nLQUHerJ1sFEYPmwlGanRbAEBAID5y86IZ+teI0HYmri7LKH6miK2kAAAwNw115eSl8dytu41EoTtZ+Kig2n9mg62sAAAwOxJj1cmxYexda7RIGytlBVnsgUGAABmr6osh61rjQhhayU0yIv6uurZQgMAADO3uq+JIsN82brWiBC24+Q6YKkpAAC9KchNYetYo0LYjuPj6UStjWVs4QEAgOl1tFaRv68rW8caFcKWkZIYQZ9s6GELEQAATC09JZqtW40MYTuJ6oo8thABAMDk6qsLyc1lMVuvGhnCdhJREf60ZmULW5gAAGCi9WvaKS46iK1TjQ5hOwVpkXl0JwMATE+qKwtyk9m6FBC204qJDKDayny2cAEAwGjXMVq0U0PYzoCL00JKTYqktuYKtqABABiRNOtYmgyFMdrpIWxnwdfbmfKyk2hlTwNb8AAAjEB6YYX0HC0e75k5hO0chIf4UEVJFm1c18kWRAAAPZLedSy9ghFvhpo9hO08JMSGUGNtMVsoAQD0RFq9B4sKzB3Cdp483JZSZlosdbXXsAUUAEDLpIXfpfVosUze/CBs7STQ352K8lNpzSo8mwsA2jfQ30YlhekUHOjJ1nkwOwhbO4uO8KcavH0KADSsrqqAYqMC2ToO5gZhqxDp/cqtjeVsQQYAEFF7cyWlJUeRq9Mitl6DuUPYKsjHy4lysxKprxtr5AKAuFb1NlJ+ThL5+biwdRnMH8JWBaHBXlRWnEkb1nawBR0AwBE2DXRRZWk2hYf6sHUX2A/CVkXxMcHUUFPEFnoAADU11ZVQYlwoW1eB/SFsVebusoQyUmOos7WKvQEAAJTU3V5DWelx5Om2jK2jQBkIWwcJ8HWjwrwU6l/ZzN4QAAD2tHZ1KxUXpFFQgDtbJ4GyELYOFhnuR1XluVjKDwAUI61cFh0ZwNZBoA6ErSCSE8KppaGMvVEAAOairalcXrHMZcVCtt4B9SBsBeLtsUJesL63s469cQAAZmJldwPlZSeSr5czW9eA+hC2AgoJ9KTSogwa6G9nbyQAAM6GdZ1UXpJFYSHebN0CjoOwFVhsdBDVVxeyNxUAgDVpBTJpJTKuLgHHQ9gKzs15MaWnRFNHSyV7gwGAsXW1Vcsrj3m4LmXrEBADwlYj/H1cqCA3mVb3NrE3HAAYy5qVLfJKY4F+bmydAWJB2GpMRKgvVZbl0KaBbvYGBAB9+2RDL1VX5FFUhD9bR4CYELYalRQfRs31JezNCAD61NpYJq8oxtUJIDaErYZ5uS+n7Iw46umoZW9MANCHvq56ys1KIB9PJ7YuAPEhbHUgOMCDSgrTad3qNvZGBQBtWr+mQ14xLDTIi733QTsQtjoSExlItVUF7E0LANpSX1NEcdHB7L0O2oOw1RkXp0WUlhxJ7c0V7A0MAGKTVgTLSI2WVwjj7nHQJoStTvl5O1N+ThKt6mlkb2gAEEt/X7O8EliAryt7T4O2IWx1LjzEhypKs2njuk72BgcAx/p4fbe88ldkmB97D4M+IGwNIiE2lBrritmbHQAco7mhlJLiw9l7FvQFYWsgnm7LKCs9lrrba9gbHwDUIa3sJa3w5e2xnL1XQX8QtgYU5O9OxQVptHZVK1sRAIAypJW8pBW9pJW9uHsT9Atha2DREQFUU5nPVgoAYF911QUUGxXE3ougfwhbw1sov/6ttamcrSAAYH6kFbvSkqPI1Xkxc/+BUSBsQebr5UR5WYm0sruBrTAAYHakFbqklbqkFbu4ew6MBWELNsKCvam8JIs2rO1gKxAAmNqmgS55ZS5phS7uHgNjQtgCKz4mhBpqi9jKBAB4TfUllBgXyt5TYGwIW5iUu+sSykiNoa62arZiAYBR0spbWelx5Om+jL2XABC2MK1APzcqykulNStb2IoGwKjWrW6VV9ySVt7i7h0AM4QtzFhUuD9VV+TSJxt62IoHwEhqq/Lllba4ewVgPIQtzFpyQji1NJaxFRCA3rU1V1BqUiS5OC1k7w8ADsIW5sTbcwXlZCZQX1c9WyEB6I20glZ+dhL5ejuz9wTAVBC2MC+hQV5UVpRJ69e0sxUUgNZJK2ZVlGbJK2hx9wDATCBswS7iooOovqaQrawAtEpaKSshNoQt8wCzgbAFu3FzWUzpKdHU0VrFVlwAWtHVXkOZabHk4baULesAs4WwBbvz93WlwtwU6u9rYisyAFGtXdVCxflp8spYXNkGmCuELSgmMsyPqspy6OP13WzFBiCSmoo8eSUsriwDzBfCFhSXFB9GzQ2lbAUH4GjSilfSyldc2QWwF4QtqMLLYzllZ8RTT2cdW+EBqK2vu55ysxLJx8uJLbMA9oSwBVUFB3pSaWE6DfS3sRUggNKkFa3KizPlFa64MgqgBIQtOERsVCDVVRWwlSGAUhpqiig+JpgtkwBKQtiCw7g6L6K05Chqb6lkK0YAe+lsq5ZXsJJWsuLKIoDSELbgcH4+LpSfk0yrehvZihJgrvpXNlNhXioF+LmxZQ9ALQhbEEZEqA9VlmbTpoEutuIEmClpZarq8lyKCvdjyxqA2hC2IJzEuFBqqithK1GA6bQ0lMkrU3FlC8BRELYgJE/3ZZSVHkfdHTVshQowXm9XnbwSlbQiFVemABwJYQtCCwrwoOKCNFq7upWtYAGkFadKizIoJMiLLUMAIkDYgibERAZQbWU+W9mCcdVXF8orTnFlBkAkCFvQDJcVCyk1KZLamirYiheMo6OlSl5hys15MVtWAESDsAXN8fV2przsRFrZ3cBWxKBfq/uaqCA3mfx9XNmyASAqhC1oljQRRlpVqK25AgyguiJPfiabKwsAokPYAgAAKAxhCwAAoDCELQAAgMIQtgAAAApD2AIAACgMYQsAAKAwhC0AAIDCELYAAACK+oj+H1uATMgBRYWEAAAAAElFTkSuQmCC\" data-image-state=\"image-loaded\" width=\"238\" height=\"237\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 231.083px 7.91667px; transform-origin: 231.083px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 113.25px 7.91667px; transform-origin: 113.25px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.05px 7.91667px; transform-origin: 381.05px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 170.667px 7.91667px; transform-origin: 170.667px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eValid=check_figureS(hxy, pxy, mseg, epsilon, npxy)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 97.65px 7.91667px; transform-origin: 97.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eCrossing Segments appears in \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/1720\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eCody 1720\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 242.167px 7.91667px; transform-origin: 242.167px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function valid=check_figureS(hxy,pxy,mseg,epsilon,npxy)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% npxy is figure final vertices used for scoring and Validation\r\n valid=0;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,size(mseg,1),1);\r\n %hplot3(hxy,npxy,mseg,size(mseg,1),3,segMM);\r\n \r\n%Confirm all final vertices of npxy are in hxy polygon\r\n[in] = inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n%check if all vertices are in\r\n\r\n%Confirm all segments are of valid length squared\r\n for i=1:nseg\r\n  nsegL2=0; %calc length squared of segment\r\n  %Check if nsegL2\u003cMin or nsegL2\u003eMax  Min=msegMM(i,1) and Max=msegMM(i,2)\r\n end\r\n \r\n%Confirm all figure segments do not cross hole segments\r\n%Segment/Hole Vertices may touch other vertices and segments\r\n%Intersecting Segments was addressed in Cody 1720\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%A Robust/Fast solution for 1720 was created on 7/18/21 of size 117\r\n \r\n valid=check_intersecting_segments(hxy,mseg,nseg,npxy);\r\nend % check_figure\r\n\r\nfunction valid=check_intersecting_segments(hxy,mseg,nseg,npxy)\r\n%Confirm no figure segments cross hole segments; \r\n % Allowed: \r\n % a) Overlaying segments. \r\n % b) Segments touching hole vertices.\r\n % c) Figure vertices touching hole segments\r\n \r\n valid=0;\r\n nhxy=size(hxy,1)-1;\r\n \r\n for i=1:nseg\r\n  A=[]; % npxy points defined by mseg   A=[a1 a2;a3 a4]\r\n  for j=1:nhxy  %1-2,2-3, end-1 to end  thus why nhxy is 1 less than rows\r\n   B=[]; % hxy points    B=[b1 b2;b3 b4]\r\n   if intersecting(A,B), return;end % intersect detected thus fail\r\n  end\r\n end\r\n \r\n valid=1;\r\nend % check_intersecting_segments\r\n\r\nfunction tf=intersecting(A,B) %\r\n%Correct full solution requires two cross product checks which can be implemented using det\r\n%Segment A [A1;A2],  Segment B [B1;B2]\r\n% Points A1=[a1,a2] A2=[a3,a4] B1=[b1 b2] B2=[b3 b4]  All data in z=0 plane\r\n%p0= B2A1 x B2B1 is det([B2A1;B2B1]) where B2A1 = B2-A1= [b3-a1 b4-a2], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p1= B2A2 x B2B1 is det([B2A2;B2B1]) where B2A2 = B2-A2= [b3-a3 b4-a4], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p2= A2B1 x A2A1 is det([A2B1;A2A1]) where A2B1 = A2-B1= [a3-b1 a4-b2], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%p3= A2B2 x A2A1 is det([A2B2;A2A1]) where A2B2 = A2-B2= [a3-b3 a4-b4], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%visualization https://www.desmos.com/calculator/0wr2rfkjbk\r\n%source https://stackoverflow.com/questions/3838329/how-can-i-check-if-two-segments-intersect\r\n% by BenMan95 in ghastly Python not using det or matlab array vectors\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%  Robust Fast solution of size 117 created on 7/18/21 for 1720\r\n%\r\n% Both cross product pair multiplications must be negative for an intersection to occur\r\n% p0p1\u003c0 \u0026\u0026 p2p3\u003c0 for non-endpoint segments intersection. For End point intersection change \u003c to \u003c=\r\n\r\ntf=0;\r\nend % intersecting\r\n\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=0; % sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2)\r\n  delta=0; % epsilon*Lseg/1000000 and a little tweak\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n%These routines can be used to visualize the data\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n%","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=pxy;\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0+10\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0.001    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0; %non-integer npxy\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16+1    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[15     0\r\n    35    20\r\n    20    44\r\n     0    24\r\n    15     0];\r\npxy=[0    20\r\n    20     0\r\n    20    40\r\n    40    20\r\n    49    45];\r\nmseg=[1     2\r\n     1     3\r\n     2     4\r\n     3     4\r\n     3     5\r\n     4     5];\r\nepsilon=1250;\r\nnpxy=[20    44\r\n     0    24\r\n    35    20\r\n    15     0\r\n     6    25];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n\r\n%%\r\n% Problem 6 shifted up7,left10, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[26    79\r\n    26   134\r\n    26   149\r\n    31   149\r\n    36   124\r\n    41    49\r\n    46   109\r\n    46   134\r\n    56   109\r\n    61    74\r\n    61    89\r\n    61   124\r\n    61   149\r\n    76    74\r\n    76    89\r\n    76   124\r\n    76   134\r\n    76   149\r\n    81   109\r\n    86    29\r\n    91   109\r\n    96    74\r\n    96    89\r\n    96   124\r\n    96   134\r\n    96   149\r\n   111    74\r\n   111    89\r\n   111   124\r\n   111   149\r\n   116   109\r\n   126   109\r\n   126   134\r\n   131    49\r\n   136   124\r\n   141   149\r\n   146    79\r\n   146   134\r\n   146   149];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\n%problem 6 with rotate/shift, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[53   156\r\n   108   156\r\n   123   156\r\n   123   151\r\n    98   146\r\n    23   141\r\n    83   136\r\n   108   136\r\n    83   126\r\n    48   121\r\n    63   121\r\n    98   121\r\n   123   121\r\n    48   106\r\n    63   106\r\n    98   106\r\n   108   106\r\n   123   106\r\n    83   101\r\n     3    96\r\n    83    91\r\n    48    86\r\n    63    86\r\n    98    86\r\n   108    86\r\n   123    86\r\n    48    71\r\n    63    71\r\n    98    71\r\n   123    71\r\n    83    66\r\n    83    56\r\n   108    56\r\n    23    51\r\n    98    46\r\n   123    41\r\n    53    36\r\n   108    36\r\n   123    36];\r\nValid=check_figureS(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-18T21:43:20.000Z","updated_at":"2021-07-19T01:11:39.000Z","published_at":"2021-07-19T01:11:39.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"237\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"238\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eValid=check_figureS(hxy, pxy, mseg, epsilon, npxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCrossing Segments appears in \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/1720\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eCody 1720\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52334,"title":"ICFP2021 Hole-In-Wall: Figure Validation with Segment Crossing and Segment on Wall Checks","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the complete Figure validation defined in the Specification when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.   4) Pathological cases of Segments crossing Wall region between Hole Vertices or from figure vertices on Hole edges is not allowed.\r\nValid=check_figureSP(hxy, pxy, mseg, epsilon, npxy)  \r\nCrossing Segments appears in Cody 1720 but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 690px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 345px; transform-origin: 407px 345px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 237px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 118.5px; text-align: left; transform-origin: 384px 118.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 238px;height: 237px\" 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\" data-image-state=\"image-loaded\" width=\"238\" height=\"237\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 231.083px 7.91667px; transform-origin: 231.083px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 113.25px 7.91667px; transform-origin: 113.25px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 105px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 52.5px; text-align: left; transform-origin: 384px 52.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.05px 7.91667px; transform-origin: 381.05px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.   4) Pathological cases of Segments crossing Wall region between Hole Vertices or from figure vertices on Hole edges is not allowed.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 175.333px 7.91667px; transform-origin: 175.333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eValid=check_figureSP(hxy, pxy, mseg, epsilon, npxy)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 97.65px 7.91667px; transform-origin: 97.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eCrossing Segments appears in \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/1720\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eCody 1720\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 242.167px 7.91667px; transform-origin: 242.167px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function valid=check_figureSP(hxy,pxy,mseg,epsilon,npxy)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% npxy is figure final vertices used for scoring and Validation\r\n valid=0;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,size(mseg,1),1);\r\n %hplot3(hxy,npxy,mseg,size(mseg,1),3,segMM);\r\n \r\n%Confirm all final vertices of npxy are in hxy polygon\r\n[in] = inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n%check if all vertices are in\r\n\r\n%Confirm all segments are of valid length squared\r\n for i=1:nseg\r\n  nsegL2=0; %calc length squared of segment\r\n  %Check if nsegL2\u003cMin or nsegL2\u003eMax  Min=msegMM(i,1) and Max=msegMM(i,2)\r\n end\r\n \r\n%Confirm all figure segments do not cross hole segments\r\n%Segment/Hole Vertices may touch other vertices and segments\r\n%Intersecting Segments was addressed in Cody 1720\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%A Robust/Fast solution for 1720 was created on 7/18/21 of size 117\r\n \r\n valid=check_intersecting_segments(hxy,mseg,nseg,npxy);\r\n if valid==0,return;end\r\n \r\n valid=check_segments_inpoly(hxy,mseg,npxy);\r\nend % check_figureSP\r\n\r\nfunction valid=check_segments_inpoly(hxy,mseg,npxy)\r\n%Verify whole of segments are within the hole\r\n%Method: Test point along segment at distance \u003c=0.5 from segment start point\r\n valid=0;\r\n dpxy=[]; % start point for each segment\r\n %intra-segment create a point a small delta from starting point; \r\n %mid-point not sufficient\r\n dxdy=[];\r\n dxdyabsmax=[];  % Note: max has a new form of max(m,[],2) to get row max values\r\n dpxy=dpxy+dxdy./dxdyabsmax;\r\n \r\n [in] = inpolygon(dpxy(:,1),dpxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n if nnz(in==0),return;end  %nnz is fastest check of a vector all condition\r\n \r\n valid=1;\r\nend %check_segments_inpoly\r\n\r\nfunction valid=check_intersecting_segments(hxy,mseg,nseg,npxy)\r\n%Confirm no figure segments cross hole segments; \r\n % Allowed: \r\n % a) Overlaying segments. \r\n % b) Segments touching hole vertices.\r\n % c) Figure vertices touching hole segments\r\n \r\n valid=0;\r\n nhxy=size(hxy,1)-1;\r\n \r\n for i=1:nseg\r\n  A=[]; % npxy points defined by mseg   A=[a1 a2;a3 a4]\r\n  for j=1:nhxy  %1-2,2-3, end-1 to end  thus why nhxy is 1 less than rows\r\n   B=[]; % hxy points    B=[b1 b2;b3 b4]\r\n   if intersecting(A,B), return;end % intersect detected thus fail\r\n  end\r\n end\r\n \r\n valid=1;\r\nend % check_intersecting_segments\r\n\r\nfunction tf=intersecting(A,B) %\r\n%Correct full solution requires two cross product checks which can be implemented using det\r\n%Segment A [A1;A2],  Segment B [B1;B2]\r\n% Points A1=[a1,a2] A2=[a3,a4] B1=[b1 b2] B2=[b3 b4]  All data in z=0 plane\r\n%p0= B2A1 x B2B1 is det([B2A1;B2B1]) where B2A1 = B2-A1= [b3-a1 b4-a2], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p1= B2A2 x B2B1 is det([B2A2;B2B1]) where B2A2 = B2-A2= [b3-a3 b4-a4], B2B1=B2-B1=[b3-b1 b4-b2]\r\n%p2= A2B1 x A2A1 is det([A2B1;A2A1]) where A2B1 = A2-B1= [a3-b1 a4-b2], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%p3= A2B2 x A2A1 is det([A2B2;A2A1]) where A2B2 = A2-B2= [a3-b3 a4-b4], A2A1=A2-A1=[a3-a1 a4-a2]\r\n%visualization https://www.desmos.com/calculator/0wr2rfkjbk\r\n%source https://stackoverflow.com/questions/3838329/how-can-i-check-if-two-segments-intersect\r\n% by BenMan95 in ghastly Python not using det or matlab array vectors\r\n%https://www.mathworks.com/matlabcentral/cody/problems/1720\r\n%  Robust Fast solution of size 117 created on 7/18/21 for 1720\r\n%\r\n% Both cross product pair multiplications must be negative for an intersection to occur\r\n% p0p1\u003c0 \u0026\u0026 p2p3\u003c0 for non-endpoint segments intersection. For End point intersection change \u003c to \u003c=\r\n\r\ntf=0;\r\nend % intersecting\r\n\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=0; % sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2)\r\n  delta=0; % epsilon*Lseg/1000000 and a little tweak\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n%These routines can be used to visualize the data\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n%","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=pxy;\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0+10\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0.001    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0; %non-integer npxy\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16+1    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[15     0\r\n    35    20\r\n    20    44\r\n     0    24\r\n    15     0];\r\npxy=[0    20\r\n    20     0\r\n    20    40\r\n    40    20\r\n    49    45];\r\nmseg=[1     2\r\n     1     3\r\n     2     4\r\n     3     4\r\n     3     5\r\n     4     5];\r\nepsilon=1250;\r\nnpxy=[20    44\r\n     0    24\r\n    35    20\r\n    15     0\r\n     6    25];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n\r\n%%\r\n% Problem 6 shifted up7,left10, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[26    79\r\n    26   134\r\n    26   149\r\n    31   149\r\n    36   124\r\n    41    49\r\n    46   109\r\n    46   134\r\n    56   109\r\n    61    74\r\n    61    89\r\n    61   124\r\n    61   149\r\n    76    74\r\n    76    89\r\n    76   124\r\n    76   134\r\n    76   149\r\n    81   109\r\n    86    29\r\n    91   109\r\n    96    74\r\n    96    89\r\n    96   124\r\n    96   134\r\n    96   149\r\n   111    74\r\n   111    89\r\n   111   124\r\n   111   149\r\n   116   109\r\n   126   109\r\n   126   134\r\n   131    49\r\n   136   124\r\n   141   149\r\n   146    79\r\n   146   134\r\n   146   149];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\n%problem 6 with rotate/shift, 1 seg fail\r\nepsilon=150000;\r\nhxy=[164   164\r\n   121   189\r\n    71   189\r\n    28   164\r\n     3   121\r\n     3    71\r\n    28    28\r\n    71     3\r\n   121     3\r\n   164    28\r\n   189    71\r\n    96    96\r\n   189   121\r\n   164   164];\r\npxy=[36    86\r\n    36   141\r\n    36   156\r\n    41   156\r\n    46   131\r\n    51    56\r\n    56   116\r\n    56   141\r\n    66   116\r\n    71    81\r\n    71    96\r\n    71   131\r\n    71   156\r\n    86    81\r\n    86    96\r\n    86   131\r\n    86   141\r\n    86   156\r\n    91   116\r\n    96    36\r\n   101   116\r\n   106    81\r\n   106    96\r\n   106   131\r\n   106   141\r\n   106   156\r\n   121    81\r\n   121    96\r\n   121   131\r\n   121   156\r\n   126   116\r\n   136   116\r\n   136   141\r\n   141    56\r\n   146   131\r\n   151   156\r\n   156    86\r\n   156   141\r\n   156   156];\r\nmseg=[2     3\r\n     3     4\r\n     4     8\r\n     8     2\r\n     2     1\r\n     1     6\r\n     6    20\r\n    20    34\r\n    34    37\r\n    37    38\r\n    38    33\r\n    33    36\r\n    36    39\r\n    39    38\r\n    33    30\r\n    30    26\r\n    26    25\r\n    25    33\r\n     8    17\r\n    17    18\r\n    18    13\r\n    13     8\r\n    17    25\r\n    10    11\r\n    11    15\r\n    15    14\r\n    14    10\r\n    22    23\r\n    23    28\r\n    28    27\r\n    27    22\r\n     6    10\r\n    10     1\r\n    34    27\r\n    27    37\r\n     5     7\r\n     7     9\r\n     9    12\r\n    12    16\r\n    16    19\r\n    19    21\r\n    21    24\r\n    24    29\r\n    29    31\r\n    31    32\r\n    32    35\r\n    15    19\r\n    23    21];\r\nnpxy=[53   156\r\n   108   156\r\n   123   156\r\n   123   151\r\n    98   146\r\n    23   141\r\n    83   136\r\n   108   136\r\n    83   126\r\n    48   121\r\n    63   121\r\n    98   121\r\n   123   121\r\n    48   106\r\n    63   106\r\n    98   106\r\n   108   106\r\n   123   106\r\n    83   101\r\n     3    96\r\n    83    91\r\n    48    86\r\n    63    86\r\n    98    86\r\n   108    86\r\n   123    86\r\n    48    71\r\n    63    71\r\n    98    71\r\n   123    71\r\n    83    66\r\n    83    56\r\n   108    56\r\n    23    51\r\n    98    46\r\n   123    41\r\n    53    36\r\n   108    36\r\n   123    36];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nepsilon=100000; %vertext to vertex across wall\r\nhxy=[0 0;0 2;2 2;1 1;2 0;0 0];\r\npxy=[0 0;0 2;2 2;2 0];\r\nmseg=[1 2;2 3;3 4;4 1];\r\nnpxy=[0 0;0 2;2 2;2 0];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nepsilon=100000; % mid seg connects across wall\r\nhxy=[0 0;0 4;4 4;2 2;4 0;0 0];\r\npxy=[0 0;0 4;3 3;3 1];\r\nmseg=[1 2;2 3;3 4;4 1];\r\nnpxy=[0 0;0 4;3 3;3 1];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nepsilon=100000; %mid seg intersect node\r\nhxy=[0 0;0 4;4 4;1 2;4 2;1 1;4 0;0 0];\r\npxy=[0 0;0 4;4 4;4 0];\r\nmseg=[1 2;2 3;3 4;4 1];\r\nnpxy=[0 0;0 4;4 4;4 0];\r\nValid=check_figureSP(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-19T18:59:14.000Z","updated_at":"2021-07-19T19:33:01.000Z","published_at":"2021-07-19T19:33:01.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"237\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"238\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the complete Figure validation defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared 3) No figure segments may cross hole segments. Segment vertices may touch segments. No part of any Red segment should be outside the hole shown in light grey.   4) Pathological cases of Segments crossing Wall region between Hole Vertices or from figure vertices on Hole edges is not allowed.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eValid=check_figureSP(hxy, pxy, mseg, epsilon, npxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eCrossing Segments appears in \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/1720\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eCody 1720\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e but the test set is not strong. A 7/18/21 solution of size 117 is robust and fast. See the function template for reference material to solve intersecting segments.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52318,"title":"ICFP2021 Hole-In-Wall: Figure Validation","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to evaluate the Figure validation defined in the Specification when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.  \r\nValid=check_figure(hxy, pxy, mseg, epsilon, npxy)  \r\nRqmt of Segments crossing hole edges will follow. Convex holes do not require Segment Crossing validation.\r\nThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 633px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 316.5px; transform-origin: 407px 316.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 234px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 117px; text-align: left; transform-origin: 384px 117px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 231px;height: 234px\" 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\" data-image-state=\"image-loaded\" width=\"231\" height=\"234\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 200.733px 7.91667px; transform-origin: 200.733px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to evaluate the Figure validation defined in the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 138.367px 7.91667px; transform-origin: 138.367px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.05px 7.91667px; transform-origin: 381.05px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 166px 7.91667px; transform-origin: 166px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003eValid=check_figure(hxy, pxy, mseg, epsilon, npxy)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 337.667px 7.91667px; transform-origin: 337.667px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eRqmt of Segments crossing hole edges will follow. Convex holes do not require Segment Crossing validation.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 307.7px 7.91667px; transform-origin: 307.7px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function valid=check_figure(hxy,pxy,mseg,epsilon,npxy)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% npxy is figure final vertices used for scoring and Validation\r\n valid=0;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,size(mseg,1),1);\r\n %hplot3(hxy,npxy,mseg,size(mseg,1),3,segMM);\r\n \r\n%Confirm all final vertices of npxy are in hxy polygon\r\n[in] = inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2)); % inside or on edge\r\n%check if all vertices are in\r\n\r\n%Confirm all segments are of valid length squared\r\n for i=1:nseg\r\n  nsegL2=0; %calc length squared of segment\r\n  %Check if nsegL2\u003cMin or nsegL2\u003eMax  Min=msegMM(i,1) and Max=msegMM(i,2)\r\n end\r\n  \r\n valid=1;\r\nend % check_figure\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=0; % sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2)\r\n  delta=0; % epsilon*Lseg/1000000 and a little tweak\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n%These routines can be used to visualize the data\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n","test_suite":"%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=pxy;\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0+10\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0.001    41\r\n    16    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0; %non-integer npxy\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[53 0;100 22;66 68;43 68;0 41;53 0];\r\npxy=[0    48\r\n     9    34\r\n    14    34\r\n    27    41\r\n    30    53\r\n    33    68\r\n    44     0\r\n    44    58\r\n    44    63\r\n    56    68\r\n    59    53\r\n    61    41\r\n    89    21];\r\nmseg=[8     7\r\n     7     4\r\n     4     8\r\n     4     5\r\n     5     8\r\n     8     9\r\n     9     6\r\n     6     5\r\n     9    10\r\n    10    11\r\n    11     8\r\n     8    12\r\n    12    11\r\n    12     7\r\n    10    13\r\n    13     9\r\n     6     2\r\n     2     3\r\n     3     9\r\n     3     1\r\n     1     2];\r\nepsilon=40000;\r\nnpxy=[0    41\r\n    16+1    36\r\n    20    39\r\n    37    41\r\n    40    53\r\n    43    68\r\n    53     0\r\n    54    58\r\n    54    63\r\n    66    68\r\n    69    53\r\n    71    41\r\n   100    22];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=0;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n%%\r\nhxy=[15     0\r\n    35    20\r\n    20    44\r\n     0    24\r\n    15     0];\r\npxy=[0    20\r\n    20     0\r\n    20    40\r\n    40    20\r\n    49    45];\r\nmseg=[1     2\r\n     1     3\r\n     2     4\r\n     3     4\r\n     3     5\r\n     4     5];\r\nepsilon=1250;\r\nnpxy=[20    44\r\n     0    24\r\n    35    20\r\n    15     0\r\n     6    25];\r\nValid=check_figure(hxy,pxy,mseg,epsilon,npxy);\r\nexpValid=1;\r\nfprintf('Expected Valid: %i  Valid: %i\\n',expValid,Valid);\r\nassert(isequal(Valid,expValid))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-17T22:30:20.000Z","updated_at":"2021-07-18T23:33:20.000Z","published_at":"2021-07-18T01:35:23.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"234\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"231\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to evaluate the Figure validation defined in the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, updated figure vertices in npxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices must be on or inside the hole, hxy 2) all npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003eValid=check_figure(hxy, pxy, mseg, epsilon, npxy)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eRqmt of Segments crossing hole edges will follow. Convex holes do not require Segment Crossing validation.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThese types of contests like to avoid non-integer calculations thus the distance squared calculation.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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Hole-In-Wall: Solve Score=0, where number Hole Vertices = Figure Vertices","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to solve ICFP problems 11, 13, 16, 17, 18, and 23 according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_nPeqnH(hxy, pxy, mseg, epsilon)  \r\nThis challenge set all have optimal Scores of zero. The npxy vertices set must be a permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH.\r\nThe function template includes routines to read ICFP problem files and to write ICFP solution files.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 745px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 372.5px; transform-origin: 407px 372.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 7.91667px; transform-origin: 14px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 7.91667px; transform-origin: 146.65px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 7.91667px; transform-origin: 29.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 7.91667px; transform-origin: 1.95px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 295px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 147.5px; text-align: left; transform-origin: 384px 147.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 7.91667px; transform-origin: 230.267px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 223px;height: 295px\" 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\" data-image-state=\"image-loaded\" width=\"223\" height=\"295\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 263.2px 7.91667px; transform-origin: 263.2px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 11, 13, 16, 17, 18, and 23 according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 66.1333px 7.91667px; transform-origin: 66.1333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 7.91667px; transform-origin: 384px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250.1px 7.91667px; transform-origin: 250.1px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 151.6px 7.91667px; transform-origin: 151.6px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_nPeqnH(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 7.91667px; transform-origin: 3.88333px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 367.567px 7.91667px; transform-origin: 367.567px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must be a permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303.4px 7.91667px; transform-origin: 303.4px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 7.91667px; transform-origin: 375.883px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 7.91667px; transform-origin: 42.7833px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 7.91667px; transform-origin: 256.35px 7.91667px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon)\r\n% hxy hole vertices in order of connection. Last row repeats first for use in inpolygon\r\n% pxy figure original vertices used for initial segment length calculations\r\n% mseg is paired list of connected vertices\r\n% epsilon is allowed stretchiness of segment. hxy,pxy,npxy are all integer\r\n% Output: npxy is figure final vertices\r\n nseg=size(mseg,1);\r\n %hplot(hxy,pxy,mseg,nseg,1);\r\n \r\n npxy=hxy(1:end-1,:);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n %hplot3(hxy,npxy,mseg,nseg,3,segMM);\r\n \r\nend % Solve_nPeqnH(hxy,pxy,mseg,epsilon)\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n\r\n%These routines can be used to read ICFP problems, write ICFP text file, and visualize the data\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  fid=fopen([num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n% function write_submission(npxy,pid)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission\r\n%  fprintf('{\"vertices\": [');\r\n%  fprintf(fid,'{\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end\r\n\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3","test_suite":"%%\r\n% ICFP Problem Id 11\r\nepsilon=0;\r\nhxy=[10 0;10 10;0 10;10 0];\r\npxy=[0 0;10 0;10 10];\r\nmseg=[1 2;2 3;3 1];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 13\r\nepsilon=2494;\r\nhxy=[20 0;40 20;20 40;0 20;20 0];\r\npxy=[15 21;34 0;0 45;19 24];\r\nmseg=[1 2;1 3;2 4;3 4];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 16\r\nepsilon=8897;\r\nhxy=[0 7;22 0;36 19;22 38;0 31;0 7];\r\npxy=[8 6;26 22;21 25;19 0;0 14];\r\nmseg=[1 2;1 3;2 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 17\r\nepsilon=11966;\r\nhxy=[0 31;18 0;48 18;30 48;0 65;0 31];\r\npxy=[27 36;0 57;28 0;32 70;29 35];\r\nmseg=[1 2;1 3;1 4;2 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 18\r\nepsilon=6731;\r\nhxy=[34 0;17 30;10 62;13 30;0 0;34 0];\r\npxy=[0 0;0 34;17 62;30 17;45 46];\r\nmseg=[1 2;1 4;2 3;2 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 22\r\nepsilon=30202;\r\nhxy=[30 0;64 1;94 18;64 35;29 35;0 18;30 0];\r\npxy=[29 67;32 34;0 47;32 34;26 0;0 22];\r\nmseg=[1 2;1 3;2 3;2 5;3 4;4 5;4 6;5 6];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 23\r\nepsilon=8317;\r\nhxy=[0 0;30 17;60 41;41 72;10 69;0 34;0 0];\r\npxy=[0 0;0 34;10 69;30 17;39 80;54 47];\r\nmseg=[1 2;1 4;2 3;2 4;3 5;4 6;5 6];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(sortrows(hxy),sortrows([npxy;hxy(1,:)])); %only hole vertices allowed\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":"2021-07-20T23:17:27.000Z","rescore_all_solutions":true,"group_id":1,"created_at":"2021-07-20T13:12:58.000Z","updated_at":"2021-07-20T23:17:27.000Z","published_at":"2021-07-20T14:53:37.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"295\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"223\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 11, 13, 16, 17, 18, and 23 according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_nPeqnH(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must be a permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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eU09hRA2C/JfIHg+9fkU1+l2nprKrtjx2pcXLo+cAK4EpJ5RtltgICwqkyDz8sG9dNhOeVTlq6cJpnpSXUb4n8weDz0rtHe9jxKH8bFusCuP+TrAevgdfOsNuVJsoGBQSFE+3Z+TM8p3TSsEE9YX8l8heDz0t8bBOZN2sC7HyUv03rxsmRf+4R+Utdr1tyX78CeUJpoxxRQFg4iV7RZvP6YfCcut1c1R+TE5vB/krkLwafjyED+aSdv/bs+vG/AX2m8rVy8clr57eqykDFKyicaO/ur+E5dbt+vTvBfkoUCAafD13J+Z/F02EnpDPTRWX1YszqQuU0RKmmgOtp2IXKV8o0xbd9hzhx4gLZuNZ9NSLzoufcm0f/BfspUSAYfMCYkf1hR6Qz0/NU6iJhx5R2ytMKuK6G3aT8oaxW0H5sbu/uuvDcutG6VfOlW+dWsH8SBYrBB3Rsl+LpeKhDEnb40BNwMM9hsxKl3KmA62vYw0qKkqGg/dhU5uH7+V7fv8aPGQT7JpEZGHxnoFeJQB2Sctu2uZ1kZxeFgzk0T/leKaWA62zYa0ofBe3DpnZsTYLn2E2WLZ4h7du0gP2SyAwMvjPo2a0t7JSU2/69NeEgnq+RSg3lLAVcb0POUT5VJiloHzaTsb8aPMduMmJIL9gniczC4DuD2Ji/Zc6McbBjUk5HMsvDQdywLsrzCrjmhl2r/Kr8o6B92MTRo7fI+jVz4Xl2g/lzJklqUgzsk0RmYfDlYVD/rrBz0n90YdXs7GJwEC+QHUqscq8Crr1h9ysJym4F7ccGtm3qDM+1Gwzo2xn2RSIzMfjyoP/luWThVNhB6aRdO/6Gg7ffFis/K1cp4B4w7EWlu4L2YXF7djaA59rpZkwZLXHNG8O+SGQmBl8+Rg3vCzspnZSx7104eAdsvFJTKaqAe8GQwooNC+AezKgCz7XT9ejaBvZBIrMx+PLRvk2SpyQK6qi0wDMnpS5O8PRUXlHA/WBYacVGBXCzjl0Nz7WTTRw3WCIb/w77IJHZGHwGpI8fCjur662ZK8ezSsHB21R7lRZKRQXcF4bpArgxyjYF7cciTpw4TzauTcfn3IFWLJ0lHdslw75HFAwMPgO6d2kNO6zbbd4wBA7cQbNC+V25XgH3h2E2KIC7dVMPeM6daOSwPrDfEQULg8+AmGZ/yqxpY2CndbPtW1rBQTvoJiufK+cr4D4x7D3FogVwd26LhefcaRbOS/esj4v6HVGwMPgM0o9Zo47rZrp6uLow4dNPeUMB94phpwrgzlHQPsJkz6768Jw7jX5lCPU3omBi8Bmka4Itms/V873pwVldmPA6pLRUHlXAPWOYxQrg7tvzJTznTqJ/RUmIawr7G1EwMfgKYMTQ3rADu9W+PV/BQTss1ipmFMB9UrFAAdz9+z6E59xJenVvB/sZUbAx+AqgbatEWbVsNuzEbrR/70dw0A6rGYpZBXAHKWgfIXBg/1vwnDtF+oSh0qzpH7CfEQUbg6+AJowdDDuyGx3MeBUO2pZgRgHci5QwFcDV5xadcyfQ/3js3CEV9i+iUGDwFVDXTq1gZ3ajA/vfhoO2ZZhZALeREsICuAcPvAjPuROMGdEP9i2iUGHwFVCzyD88awqiDu02+/d+DAdty9mkRCpmFcA9oKD9mOjA/qrwnNvd4gVTpHVaPOxbRKHC4PNDv94dYad2m72768BB27JOFcC9XAH3l2EhKICr50/RObe7IQO7wz5FFEoMPj8kxkfKgrmTYMd2kz27foKDtuWZVQC3thKkArj6iVl0zu1M17dskRAF+xRRKDH4/DRscE/Yud1k1/YmcNC2jc6KGQVwf1OWKWgffnJiaaI+PTvAvkQUagw+P+l5ihVLZ8IO7hbbt7SFg7atnCqAW14B95xhJhfA3bE1AZ5zu5oyabjERP0J+xJRqDH4AjBu9EDYyd1i8/rhcNC2JbMK4L6kmFAAd8vGPvCc25Eu69W1U0vYh4jCgcEXgM4d0mBHd5OsrNJw4LatcYpZBXDHKmgf+Thx4iLZuNY5lf/HjhoA+w9RuDD4AhDZ5HeZlj4Sdna3OHrkdjh4214YC+AeO3Y9PNd2tHTRNM+KR6j/EIULgy9AfXq2hx3eLfbv/RAO3o5gVgHce5QCFMB10nJl+iEw1G+IwonBF6D42CYyb9YE2OndYOf2ZnDwdpTlyv8UswrgZitoP//avaMhPNd2o/tFcoto2G+IwonBZwL9Ui7q+G6gq7CfOHEhHMAd51QB3PMUcH8almcB3LNl6yZnvCrTr3cn2F+Iwo3BZwJdQXrZ4umw87vBkSPlwADuYGYVwP1W8SmAqx8WQufYbqZNHimx0X/D/kIUbgw+k4wZ2R8OAG6wd/c3OQZvV9AFcNMUswrgblRUu/v31oLn2E7WrZov3bu0hv2EyAoYfCbp2C7F0+HRQOB0+qe5E8cvzh0ObnCqAO7NCrhnDXsyQrLbnC071tn/FZnxYwbBPkJkFQw+E02ZOBwOBG6gy+ioi+ReJhXAPfRiJdnRKhGeYztYtmSGtG+TBPsHkVUw+EzUq3tbOBi4wc5tMTgQ3Gaw8o4C7l+jTlxwvmTUqCbb+naB59rKRgztDfsGkZUw+EwUG/O3zJkxHg4ITrdx3UTJPPwQDgO3OVUA9ykF3MdGZV13jez75kvZPGEoPOdWs2DOJElNbg77BpGVMPhMNqh/VzgouMGuHX/iIHArkwrgHrnvHtn912+yYdE0eN6tYoD6hor6BJHVMPhMlpoUI0sWOmedxYLYsGaWHDr4DA4BN5urfKcEWAD3cKWnZaf6RoXOfbjNmDpa4ps3hn2CyGoYfEEwanhfODi4gZ7ry84ujAPA7U4VwAX3tlHZxYvLgWpvybYe1loqr2e3trAvEFkRgy8I9FNtuhQLGiDc4GDGK3jgp5NMKICbVaa07PvqU9ligdJYE8cN8SzYjvoCkRUx+IIkfbw9HkgIhu1bU92zjJm/dqhvb80LSdZdZdT/VP/bT0fL3Sl7fv9JNs5Nh9ci2FYsnSUd2yXDPkBkVQy+IOnetQ0cKNwiY381PODTaQczqsiWEf1k/+c15fgVpdT/pf5/Px1+6jHZmRAFr0Uw6Z/10f1PZGUMviCJafanzJo2Fg4WbqCrsx8/XhIO+KS+7Z0417PA96nztV39Q+lA1dcku0gR9Z/V3/ghu3BhOfhWFdnepXWOaxEsi+ZNlpapsfD+J7IyBl8QDejbGQ4YbrFzW7RkZV0JB34308u77drxFz5nic3k8NOPqz9Tf+un46Uuk/2ffSxbhgX3IatB/bvB+57I6hh8QZSsBrFF8yfDQcNfG9bMlC0b+8qObfGyd9d3cmB/VTl44CXJzKzgkXXsas8K/7pigv7fhw8+JQczXpV9u+vIzu1RsnVTd9m41txjysuenT9LdnZRGAButXd3PXiuTtmovkntafizHL37LvXnahs/Hb3tFtnb4HvZNGMc3E8g9K8ZiXFN4X1PZHUMviDTSzihgcOoTetHy46t8bJvT23JPPSI+rZQAg6mBXX0yO2e0NRFT7duDG79N33s6BjcKGPf+7J+jbEnfjePGST76tSWrKsCewAm89GHZFdMY1lv4iLqvXu0g/c7kR0w+IKsbatEWbVsNhw8zmTj2nRPZfMDGa/L8awr4ABqtszDD6pvIt+qEOwFjykQG9dOUZ/lTbhfNzl04AX1D5lR8BzlZVvPDnKgelXJPvcc1Yxqy08Hq7wk29unwH0URPqEYdIs8g94vxPZAYMvBCaOHQwHEF+b1o2V/XtrqrArBQfOkMgu5Pl5dNsWcxfc3rxhkBw+9CTepwscyawgWzd1g+fGqJ2psXLo+WdUc6pNP5245GLJqFlDtg7qAfeRn1XL5kjnDqnwPieyCwZfCHTt1AoOIqfoUNi35ws5duw6OGiGy6EDlWXHVvNK5OhvO2580lM/wannZdE5KagNi6fL7r//J0cqlFdNq/b9dKzsjbL3x7qyaUrBvoGOGdkP3uNEdsLgCwH9s9CMKaNzDSKb1o2RPbu+98y3qQ9oSXrQPrD/Tdm+xZz3Erdt7uD5Ron25USZh+9X/3hIguciEJsnDpN9334lWddfq3aj9uWnzAfvl93q/tzwT/4/xy9ZMFVat4yH9ziRnTD4QqRf746nB5ANa6fJ7p2/ewZF9cFs4fjxyyRj3weep0K9B0N/bN4wWIXpW3A/TnJQfWPeusm/nxSN2tqvq2R88K6cuPACtUu1Xz8ZKYA7ZGB3eG8T2Q2DL0RaxEfKgrmTZNumznL0qPqsYKC0A/0N0PM4vsEnE89k49qpsm/PZ5KdXRzux+4y9tXwfKNHnz0YdrRuIYdeel7tWu3fTycuuMBTAHcrKIA7Z8Y4SUqIgvc2kd0w+EJo4riakpVVBg6UdnMw4zXZsrFfrgGyoPbsbOB57xDtw46OH7/U83Ts+tXmvTpg1IZlc2RXZCPJfOh+dSjqePz0XwHcYafb7tuzA7ynieyIwRcCkU3qS3zcY9K/fxHJzFSfBQyYdnT40KOyfUveD+4YoUsZHT1yF9yHnehv8ru2N4afMZQ2TR0te+vXk2M336QOSx2bn04VwJ0+sr9nCT50bxPZEYMvyJpFfimJCeWlZcsIj2XL1GcBg6ZdHT16qxrsm8ABuCD0qxz6hXr9OgXaj6WpY9ar4+j1SdFnC5etg3tKRq0acvzSS9RhquP000YVgP2qV4X3N5EdMfiCKKbZB5LUouzp0NNG6mKkaPC0Mf2Kgl4+DQ2+BaW/QeoX9+0w96cL7h488Irs2Br4S+HBtL1Dqhx87WV1yOq4/XSsSBGZd/+90vnTD+G9TmQnDL4giY76SNJSz80RelqrVhGyfr36PGAgtTv9jS3Qh15O0WuRHjrwPNyPFRw6+LRnEW507Fa1q3ljyXzsYXX46jP4ad/FJWTKU49Jy2+/hPc9kR0w+IIgJvodSU25NFfonZKerj4PGEydYP/eD+Gg6595np9RDx96DO4rHPTSbrt2NPIsFo6P2do2zRwve375QY7efqv6OOoz+WnLVaVl1MvPS9xv9px3J3dj8JksOqqWJCddCwPvlC5dImTnTvWZwMBqf2d5XspHg24gdmxtob5lPSfZ2cXAPoPs32Xc9LdQs77RhtuW4X1l/2e6AO7l6iOqz+inVbeUlQHvvAH7ApFVMfhMFNW0nrRIvAOGna/Zs9VnQoOsA+iX3XdtbwoH3EBtXDfR8wqELrkUzBDUbet97NlV37NPdCxO8F8B3MLqY6vP7ocTZ58tC+67W7rVqgH7BZHVMPhMEtn4V0mIfwCGHNK3b4QcPKg+Fxh0neDokVtl+5bgVgLXPzfqxbT37fnc8xNkIIt76zqGuuyTbku3adefMv1lRgHcAxdeINMef1ja1P0M9hEiq2DwmSQu9mkYcHlZulR9LjAIO4V+z2/Lxv5woA0W70K9usr57p2/ecLMm/7/9H/TP59u2TDAMT9fBkoXwN39+0+y68br1eVT19BP2668QsZWfk4SG3wH+wpRuDH4TBAb8yp8gjM/w4frn9TUZwOh4RR6hZeNayfBgZasZ8KYQZ4nNic/9ZjnCU7UD41ac9MNMvitKrDPEIUTgy9AUU2+lbS0ojDYjFi7Vn02EBhO4lnbEwyyZC3Ll8yQ9m2STt/bnWt/JHMfuE+OFS2iLqO6ln5afM9d0vOj6jn6DVE4MfgCVJB5PWTCBPXZQFg4SdaxawIuwkrBN2Job3iP961eVfXPwF5/OHTeuTLzkQel3Vefwn0QhRKDLwAxzd7z6ydObx07Rsj27erzgcBwkox978PBlqxhwZxJkpbcHN7nWkzDn2VElRdl47VXq8uprqmfdl5+mYyv9LQk1a8H90MUCgy+ACQm3A3DrKBmzlSfD4SFk+iqBWYsaE3BMbBvF3iP+0r54WuZ9OyTsrvkpeqyqmvrp/U3XCdD33hFmv35C9wPUTAx+PzUPPotSUsrBIOsoHr3Vt+IMtRnBIHhJHoNTjToUnjNmDpa4ps3gff5mXT8oqbMfuh+ySxeXF1adX39tPSu26V3jXfgPoiChcHnh8jGDaRF4q0wxPy1aJH6jCAsnES/FL5jWxwcfCl8enZrC+9zI3rXqOYJL9RfjTqiwnP2g/dLx89rwn0QmY3B54fYmFdgeAViyBD9c6D6nCAwnEQvO7ZhzRw4AFPoTRo3RCKbNIT3uVH650r9s+W6G65Tl1hdZz/tvvQSz8+oqT98DfdDZBYGX4H9JqkpF8PwCtTq1epzgrBwGs+al2AQptBa+c8s6dguBdzj/kn66RsZ//zTsrPUZeoyq2vtJ/0AjX6QJqbhT3A/RIFi8BVQ85g3YWiZYdw49TlBUDiNLjeEBmIKrVHD+8J7PFD6lYUZjzwoh847T11udc39pF+hYAFcCgYGXwF5V1M3W/v2EbJli/qsICyc5MSJC/leX5gtmjdZWqXGwXvcLD0+qu55eR31ZaM8BXAfuFc612YBXDIPg68AmkV+KampF8LQMsu0aeqzgrBwmr27v4YDMoXG4P7d4D0eDIOqviZryt6gLru69n5iAVwyE4OvAGJjXoZhZaaePVUn36c+LwgLJzl27Ho4IFPwzZo+VhLjIuE9HiwJv3znWbhaL2CN+rZR+0tcKLMersgCuBQQBl8BtEi8E4aV2RYsUJ8XhIXT8OfO8Ojdoz28v0NB9+EZjz7kqeGH+rhRevuBb78G90GUHwafQZFN6ktqyiUwqMw2aFCEHD2qPjMICyfR5YHQwEzBM3nCMGkW+Qe8x0Mp7buvZNmdt6nbQN0LAdALaaP2ifLC4DMoplkNGFLBsmKF+swgLJzkQMYbcHCm4Fi9fI507pAG7+9w6frJB7LtylLqdlD3hB8Onn8+bJcoLww+g+Jin4UBFSxjxqjPDMLCSbKySsMBmoJjzMj+8N4ONz1fN+rlF2RrmSvVbaHujQLS3x5Ru0RnwuAzyKwFqY1q2zZCNm1SnxsEhpNs3jAUDtJkriULpkqblgnw3g63Uyu/bLjuGnVLqPuigPTYgdolOhMGn0FJSdfCgAqmKVPU5wZh4STbt7SGAzWZa8jAHvC+Dre2dWrL+uuvVbeCuh8CoNtB7RMhDD6DUlNLwHAKpm7dImT3bvXZQWA4xa4djeBATeaZM3O8JCVEwfs6XBIbfCsL771b3QLqPjDBovLl4H6IEAafAVFN68JgCoV589RnB4HhFPv2fAYHazJP314d4X0dDtGNGsjE556Uo0WLqsuv7gGTHC9USPq+9zbcJ5EvBp8B0VE1YSiFwoABEZKZqT4/CA0nOJjxKhysyRxTJ42QmGZ/wvs6lJo3/MmUCu55WVruDrhvIl8MPgNimr2fK5BCadky9flBaDjBoYNPwwGbArd25Tzp2qklvKdDSS80baR/5yWrSBH4//vqX+1NeAxE3hh8BjSPrgoDKVRGjlSfH4SGE2QerggHbQrcuNED4f0cKp0//VDm3X+vZ6Fp1J+N0gtdj36pkuwvcRH8796W3XGrRP35KzweolMYfAbExlSBgRQqrVpFyIYN6hyA4LC7o0fuhIM2BeafRdOlXetEeD8Hm15IWi8orReWRv3YqDVlb/QscH2q3emPPQT/zpf3NkQIg8+AcAeflp6uzgEIDrvjS+zBMXxwL3gvB9PJF9Gfly1XlVaXVl1fP+mFrMe++JxnYWvv9tt/+YnsufQSuI23lbeWlZiGP+fYlsgbg8+A2OYvwTAKpS5dImTnTnUeQHjY2dGjt8CBm/w3b/ZESWkRDe/lYBnwzhuy6pay6pKq6+qnjAsvkGmPPyKt634O96FNefJRuK0v/UI82p5IY/AZ0DzmDRhGoTZ7tjoPIDzs7EjmvXDwJv/179MJ3sfB0K1WDVlw3z0BVVvQryLoNnRbaB/e2nz9mey8vCRsx5v+mZSli+hMGHwGxES/C4Mo1Pr2jZBDh9S5AAFiV4cPPQYHb/LP9MmjJDbmb3gfm6lN3c/Ut7OH5YD6lob6qlH6Z8kB1d6A+ziT9GeegG350q9PoO2JGHwGREd9CIMoHJYuVecCBIhdHTrwAhzAyT/du7SG97BZEhuYU1B281VlPAtT+/OtrNU3X8p2AxUd1t9wnSSo40VtkLsx+AxoFvklDKFwGD48QrKz1fkAIWJHGfurwQGcCm7C2EHw/jXL4KpVZM1NN6jLpq6dn/STnpOfeszz5Cfah1ETKj0N2/elwxVtT+7G4DNAF6FNSysOgygc1q5V5wOEiB3t2fUDHMSpYJYvmSkd2ibB+zdQPT6q7nmXDvVJo44VLSLzHrjXtMKxqd/XMfT0qF4pJumnerANci8Gn0HJyaVgCIXDhAnqfIAQsaOd22LhQE4FM2Job3jfBqLdV5/KzEcelEPnnasulbpeflp++63St3pVuI9A6J9c0f586b9D25N7MfgMSkq8BYZQOHTqFCHbt6tzAoLEbrZu6gEHcjJuwdxJkpbcHN63/kiqX0/GV3padl5+mbpE6jr5SX/b0g+YBOudOn2cRtb+1N8MU3/4GrZB7sTgMygh4X4YQuEyc6Y6JyBI7CQ7u5isXzMXDuZk3MB+XeA9W1CnCsLqh0JQ/zNqd8lLZdKzT0pKCMJGvzCPjsGXnhNE25M7MfgMio15DQZQuPTuHSEZGeq8gECxC77KELiZU0dLfGwTeM8WRO8a78jSu25Xl0VdGz9lFi8usx+8Xzp+URPuIxj0U5tGglo/BRroAzXkHAw+g/STnWlpRWAIhcuiReq8gECxC9biC1zPbm3h/WpUx89resLqiAot1OeM0qHZu0Y1uI9g0z+nomPyNemZJ+D25D4MvgJITroWBlC4DB0aIcePq3MDQsUOdmxNhIM5GTNp/BCJatIQ3qv50XNe+ufI3SXzX/syL+vUty3986j+mRTtJxT0u4Bryub/moWes9Qv3qM2yF0YfAWQEP8QDKBwWr1anRsQKlan5/c2rJkJB3TK38p/Zkmn9inwPs1LjEkFYXeWukzGP/+0JP30DdxPqOnwRcfpS6/1ibYnd2HwFUBMdDUYPuE0bpw6NyBYrO5AxutwQCdjRg3vC+/RvJwsCHurOv3qGvjp0HnnyYxHHvS86oD2ES76yVG9/Bk6Zm+6ukP7rz6BbZB7MPgKILLxL5JksZ8727ePkC1b1PkB4WJlO7c3gwM65W/R/MnSKjUO3qNI59ofel4eN6MgrH6ZHe3DCnQdPnTcvqY/9jDcntyDwVdAcbFPwQAKp+nT1fkB4WJVR4/cIRvXpsNBnfI3eEA3eG/6Mq8g7A0y2AbFXXXldV2BHX0Gb7qSe6fPP4ZtkDsw+Aooquk30jLtbBhA4dKzZ4Ts26fOEQgZK9q/tyYc0Cl/s6ePlcT4SHhvnnKyIOwL5hSErfycrRZ67l/tTfhZfM18uCLcntyBweeHhPiKMIDCacECdY5AyFjNsWPXc7WWAPTu0R7ek6fogrArTSkI+7C0yaMgrJUtLXcH/FzeDlxwvnT59EO4PTkfg88P0VG1JDXlEhhA4TJokK5mrs4TCBsr2bfnSzigU/4mTxwm0ZGN4D15uiBsIf8Lwp4oQEFYK+v73tue4rboM3qbU7EC3J6cj8Hnp/i4x2EAhdPKleo8gbCxiqNH7pTNG4bAQZ3ytnr5HOnSMS3XfXiqIKz+lob6jFH6W2JBC8Ja2aLy5eDn9Hb43HOke8334fbkbAw+P+mVXJKTr4QBFC5jxqjzBALHKvbsqg8HdcrfmJH9c9x/et7NjIKweh7Q34KwVtbrg2pytGhR+Jm9za9QHm5PzsbgC0Bc7HMwgMKlbdsI2bRJnSsQOuGWefhB2bRuPBzUKW9LFk6VNi0TTt93+glLIyuV5MWsgrBWpkMNfXZvR4sVlV4fvgu3J+di8AUgqsm3kpR0HQyhcJkyRZ0rEDzhtmtHIzioU/6GDurhud+sWBDWyrp//J5knnMOPA/e9M+iaHtyLgZfgGJjXoYBFC7dukXI7t3qfIHwCZdDB5+RDWtmwUGd8jZ35njpWb+epQvCWtncihXgufCWVbiw9Hn/bbg9ORODzwRWKlKrzZunzhcIoHDIPnGubNnYFw7qlLdNU0bJYhVU5hWE/Qnev07W9ZMP5OD558Pz4m1JuTvg9uRMDD4T6AddklrcDEMoHAYMiJDMTHXOQBCF0okTF8juHQ3hoE5ntmHZbNkd2Uj233u3Oo3qXPpJV17QFRjcXn181sMPwPPjLfuss6T/u2/C7cl5GHwmiY76UJKTS8MgCodly9Q5A2EUSvt214EDO53ZjtaJcuglY1XFz+R0QdjPQ1cQ1so6ffax7L/oIniuvC274zaJ+utX2AY5C4PPRM1j3pTU1AthEIXayJHqnIEwCpWM/dVYdqgAtvbrIhkfvCsnAnwfL5wFYa1s+mMPwfPla9Dbr8PtyVkYfCaLi31e0iywlmfr1hGyYYM6byCUgu3QwWdl8/phcICnnDZPGCb7vv1Ssq6/Vp06df78tN4CBWGtrP2Xn8ieSy6G587byltvlug/foZtkHMw+IIgIe4RGEahlp6uzhsIpmA6knmPbNvcGQ7y9J8Ni6bL7r9+kyP35f+uWV70gy/jK+mCsPXgvUj/0UVo0Tn0NeTNV+H25BwMvqD4TVok3gbDKJS6dFED40517kBABYN+mGXrpu5woKf/7EyJlUOVnlGnTJ03P+lXG/QrDlYrCGtlbb7+THZdVhKeT2+ry96oxpr6sA1yBgZfkEQ2+cHzzS/cP3vOnq3OHQgps2Uefki2b0mDAz2dtK1nBznw7luSbeCl6rxYvSCslaU/8wQ8p76Gv/YS3J6cgcEXZHrOL5wPvPTrp74dHFLnD4SVWQ5mvCJbNvaBgz0tkM1jBsm+OrUl66oy6nSpc+YnuxSEtbJW33wh268oBc+vt3U3XCcJv3wP2yD7Y/CFQPPoN8P6qsPSper8gcAKXCHZv/dj2bhuAhzw3W7jvHTZ0/BnOXr3nep0qfPlJzsWhLWyCZWehufZ16hXXoDbk/0x+EJEv+cXrpfchw+PkOxsdQ5hePnneFYp2bPrRzjg0wLZmdhMDj/9uDpV6nz56b+CsJ/Be4r8k/p9HdlSJv/q9HrFm6SfvoFtkL0x+EIosslPYVvebO1adQ5BgPnj+PGSsm1zBzjgu932Lq3l4FuvSXaRwupUqfPlB11M1gkFYa1sbOVn4bn3NfbF5+D2ZG8MvhCLbPyLxMZUkaSkG2FABcuECeocghAriKys0rJ/by3O5wFbhveV/Z/VlOOlLlenSp0vP3kKwr7jnIKwVpVUv55suuZqeA28bb6qjKS4fMk3J2LwhYl+6jOu+QuSnHQVDCqzdeoUIdu3q/MIAi0/J46XkIz976pveZ3goO9mm2aOlz2/fC9Hb79VnSp1vvzk1IKwVjb6ZWNLw41//mm4PdkXgy/MoprWlbjYpyUl+XIYWGaaOVOdRxBsZ5KdXUQOZrwq27ekwkHf7XY1byyZjz2sTpU6X346dPllMsXhBWGtKrHBd7L+hvxXzNEPF/H6OAuDzyIim9T/972/wjC0zNC7d4RkZKhzCULOV2ZmBdm2pS0c8N1ue4dUOfjay+o0qXPlp+xzissO1UbvOrXh/UChocs1oevjS1e5QNuTPTH4LEaXONLv/iW1KKtCsBAMsEAsWqTOJQg67djRspKx74N/v+HNzzXgu93WwT0lo1YNOX7pJep0qXPmp0OVnvas3tKre1t4D1Do6J+W19x0A7xO3vTScHy61jkYfBamQzA+7nFJSrrWtG+CQ4fqpzLV+fw37PQDK/rnzB3b4mX9mrlwwHe7TVNGy94f68mxm2/KcT8W1JH77vGsz7lh0TSZNH6oRDVtCK87hZZe3BtdL1/6J2m0PdkPg88m9KsQMdHVVRA+5lkHNDm5lArDojDcoLSzJSWlpOeb5ML5VWTXjr9k8/rhcKCnk3RB2F2RjSTzwfvh/WhU1nXXyr5vvvRUYtDtrvxntnRqnwKvM4VeTMOfZeWtZeG187ZHfdPn2qjOwOCzuagm30pUZB2JbvaBR2zMa57XJXRIev6/yNqeB2i8t+nRtU2uQZ5y2tG6RcAFYXVtvYwa1WRr3y452h49vF+O60HhN6jqa/Aa+tILCqDtyV4YfC7UvNlfMmv62ByDMZ1kVkFYHZq6mrpv+4vnT5FWaXHwulD4RP35iyy/I/9XUvaVuIiV7R2AwedSA3y+hbjd5om6IOxXAReE1T+L7o78w/MzKdrP4AHd4PWg8BtQ7U14TX3NfKQi3J7sg8HnUsmJzTzfPtDg7CYbFk+X3X//JkcqBFYQ9ljZGz0PwGyaMgruR5s9fZy0iI+E14OsYWm5O+D19Xbggguky6cfwu3JHhh8LjZyaG84QLuFpyDs84EVhD1xycWSUbOGbB3UA+7DW58e7eF1IOvo+15VOV6oELzW3uY8WAFuT/bA4HOxtq0TZdUZfpJzMrMKwh6s8pJsb29sVZvJE4dJdFQjeB3IWhaVLwevt7fD554r3Wq+D7cn62PwudzEsYPhQO1EZhWEzXz0IdkV01jWrzL2kv/q5XOlS8c0eP7Jenp9UE2OFi0Kr723efffC7cn62PwuVy3zq3gYO0kG+dNNqUg7FF1j+oFqTfNGAf3cyZjR/aH556sa36Fe+A94O1IsWLS88N34fZkbQw+l4uObCQzpo6GA7YTmFEQVpca2v/Zx57SQ2gfeVm6cKq0aZkAzz1ZV4+P35NMAz+FL7z3brg9WRuDj6Rfb+eVG9retY0cqKoLwhaB95IR2YULy8G3qniKy6J9GDF0UA94zsn65la8D94X3rLUPdLn/Xfg9mRdDD7yPGK/cG46HLjtxlMQ9vOacvyKwArCHn7qcdmZEAX3YdTcmeM9r42gc07W1/WTD+Tg+efB+8PbkrvvhNuTdTH4yGPY4J5w8LaLkwVhfwi4IOzRcnfKnt9/ko0m/EOgb6+O8FyTfcx6+AF4n3jLPuss6f/uW3B7siYGH3m0bhkvK5bOggO41ZlREDbrqtKy76vasmX0QLiPgpqaPsKzNBw612QfnT77WPZfdCG8Z7z9c+dtEvnXb7ANsh4GH5023qRBP1TMKgir3+nb1qM93Ic/1q6c53laFp1jsp/pjz0E7x1fA99+HW5P1sPgo9P0u2ZoILcaswrCHv63ICzaRyD0PyDQ+SV7av/lJ7L3kovhPeRtxW03S3SjBrANshYGH50W2aShTJs8Eg7mVrBp6mjZW9/cgrBoP4FYtni6tGvdAp5fsq+pTz4K7yVfQ958FW5P1sLgoxz69OwAB/Rw2rBsjuyKaiSZD+X/oEFesq675t+CsEPhfswwfEgveF7J3tp+XVt2XVYS3lfeVqt/lMX+Xh+2QdbB4KMcEmKbyPzZE+GgHg6mFIS9ABeENZs+b6lJMfC8kv2lP/MEvL98DX/tJbg9WQeDj3IZMjD/SgPBtrVf138Lwub/RF1eDr1YSXa0yl0QNhgG9OkMzyc5Q6tvvpDtV5SC95m3dTdeL/G/fg/bIGtg8FEuLVNiZdniGXBwDzZTC8I2/UM2/BOa6hPTp4ySuJjG8HySc0yo9BS833yNfKUy3J6sgcFHkF5YGQ3wwXKyIOz/TCoIWzfPgrDB0KNrG3geyVlSv68jW8qUhveetw3XXSMtfv4GtkHhx+AjqFP7FFlnsOxOoHamhrYgrNl0aaemjX/PdQ7JmcZWfhbeg77GvFgJbk/hx+CjM5oyaTgc6M3iKQhbvapkn2tGQdgUuI9gW7F0pnRomwzPHzlTcv16sumaq+C96G3z1WUk5ce6sA0KLwYfnVGv7u3gYB+okwVhPwt5QdhgGDmsDzx35GyjXzb2pPH455+B21N4MfjojPTDGrrCABrw/fFfQdi74PU16uhtt8jeBgUvCGs2XdFCPwiEzh05W2KD72S9gQewtpW+QtK++wq2QeHD4KM8DerfDQ76BXWyIKyx96DO5Hipy04WhFXfstA+Qm1gv67wnJE7jKjyIrxPfU189km4PYUPg4/ypF/IXrrQ/6W9rFIQ1mwzp42RhNim8JyRO8T99qOsuekGeM9626H+wda63uewDQoPBh/la/TwvnDwz8uWEf3+LQib/wu/eTn81GMBF4QNBj3/ic4VucvQN16B962vyeo+RttTeDD4KF8d2ibJmhVzYQD48hSE/fUHOXqHdQrCmi19/FCJavoHPFfkLjENf5KVt5SF97C33SUvlXZ1PoVtUOgx+MiQdAMLO+9q3kQyHw+wIGwZXRD2U9MKwppt1bLZ0ql9KjxH5E6Dq74G72Vf0x5/BG5PocfgI0P0yiQoCDRTCsIWLy4HqplbEDYYRo/oB88PuVezP39R41f+v3Dsu7iEdPyiJmyDQovBR4Y0b/aXzJo+NkcInCwI+0HgBWGfe1p2JjfP0bYVLZ4/RVqnxcPzQ+42oNob8N72NeORB+H2FFoMPjJswL9lfexQEDYYBg/oDs8Lkbb0rjvgfe4t48ILpHPtj+D2FDoMPjIsNa6pbGr0iy0Kwppt9oxx0iI+Ep4XIq3ve1XleKFC8J73NvvB++H2FDoMPjKk9wfVZGm5/P9Fm5cTF5zvKQi7rW9nGC5WpivTo/NC5G3RPfmvSnTovHOlW60acHsKDQYf5anDF7Vk9kP3S+Y5xeE1MSqUBWHNNmXicImOagTPD5G3XuofiMeKFoV9wNu8+++F21NoMPgISvnha89SS/r9I3QtjMqsWOHfgrCzYKhYnX5/sUvHlvAcESEL7rsH9gVvR4oXk54fVYfbU/Ax+CiHmD9+luFVXpKN114Dr4FRnoKwP9SVTZNDWxDWbGNHDYDniehMenz8nqFfSBbeezfcnoKPwUen6cn5ZQGuuHKyIOz7YSkIaza9RmnbVgnwXBHlZe4D98H+4S2rSBHpXeMduD0FF4OPPI9X645qZG4iL+EsCBsMQwf1hOeLKD9dP/lADp5/Huwn3hbffSfcnoKLwediLb/9yrN47t6LS8DzbdTJgrB/h7UgrNnmzpogyYnN4HkjMmKWgdd+Tpx9tvSr/hbcnoKHwedC+jyOeuUF2Xx1YBXQM66/TvY2+C7sBWGDoV/vjvDcERnV6bOPZf9FF8K+4+2fO2+XyL9/g21QcDD4XGZAtTdl5a03w/Nr1IELLpBpjz8sfX//SVYstefTmnmZlj5Smkf/Bc8fUUFMf/Qh2Id8DXzndbg9BQeDzyW61qrheczayMoSZ6J/ltFPonWr+f7pdsePsWYVBX+tWzVfunVulePcEfmrw5e1ZO8lF8P+5G3FbbdIdKMGsA0yH4PP4XTl52lPPCIZF+b/k0teVt1SVga880au9rt0TIMBYlfjxwzK9RmJAjH1iUdhn/I1+K0qcHsyH4PPoRJ++V7GvPicbCt9BTyXRm25qrSMfvl5ifvtB7ifqCYNZdrkkTBE7GbZ4hnSvk0L+DmJ/NX269qy67KSsH95W3XzTdL89/qwDTIXg8+BBlV9TVaXvRGeQ6P2lbhIpjz5qLT65ku4D296HUsUJHYzfEgv+PmIApX+9OOwn/ka9vrLcHsyF4PPQfSKEYvuKQfPnVH6pVq9jmCXTz+E+0ASYpvK/NkTYZjYxfw5kyQ1KQZ+PqJAtfrmC9l+RSnY57ytvfF6if8V/7pC5mHwOUC7Op/KjEcfNPTCbF70NfD3naIhA+29UsuAvp3h5yIyy4TnnoL9ztfIVyvD7ck8DD4ba/HTNzL++WdkR6nL4fkyatM1V8uIV1+U5g1/gvsxomVqrGeODIWK1c2YMkrimjeGn4vILKnf15GtZa6EfdDbhuuukRY/fwvbIHMw+Gwo6s9fZegbr8i6G66D58moPZdeIpOeecLTIdF+CmrsqP4wWKyuR9c28PMQmW3cC8/CvuhrzEuV4PZkDgafzeh6X4EWhNUlUeY8WEE6fl4T7sNfndqneN6DQ+FiVRPHDZbIxr/Dz0NktuT69WTTNVfBfult89VXSfKPdWEbFDgGn02cLAj7QMAFYfXySMFcEX7KpOEwYKxoxdKZ0rFdMvwcRMEy+qXnYd/0Ne6FZ+D2FDgGn8WZVRB2/fXXeh6VbtboF7gfs/Tq3g6GjBWNHNYHfgaiYEps8J2nP6J+6m1r6Ssl7buvYBsUGAafRXkKwr72kmy8LrCCsDsvv0wmVHpakurXg/sxW1xMY5k7czwMGitZOC9dWqbEws9AFGz6YTLUX31NfO4puD0FhsFnQWYUhD183rky85GK0v6rT+A+gmlQ/24wbKxkUP+u8NiJQkGvhLTmphtg3/Wmn9jWyw6iNsh/DD4LOVUQ9miABWF1ccueH1aH+wiF1OQYT/VyFDhWMGvaGEmIawqPnShUhr7+Cuy/viY//TjcnvzH4LMA/Tu+vrkDLQi7Vv0LUi90a4XaXqOH94OhYwV6HhIdM1Eo6fdm9eLvqC970/P7bevUhm2Qfxh8YaQ/jxkFYbdfWUrGVn7WM2mO9hMOHdomyZoV82DwhFP6hKHSrOkf8JiJQk3/QxX1aV9Tn3gEbk/+YfCFSX+TCsJOf+xhafP1Z3Af4aZDBoVPuKxaNls6d0iFx0oUDs3+/EWNffnP5+tfg/QrTagNKjgGX4h1rfVBUArCWpFeEQUFULiMHtEPHidROOk6l6if+9Lr8aLtqeAYfCGin8zSP1dkXBRoQdibZCAoCGtFkU0ael4SRyEUDlyPk6xq6V23w/7uTReT1g/Aoe2pYBh8QXayIGylwAvClsm7IKwV6eBb+c8sGEKhNmfmeHiMRFbQt3pVQ78CzX7ofrg9FQyDL4hCXRDWauJjm8AQCoexowbAYySyisX33AXHAG+HzjtPutWqAbcn4xh8QeApCFu+nMhZ+HMY4U9BWKtJS24OQygc+vbqCI+RyCp6f1BNjhUtAscDb/pdX7Q9GcfgM1G7OrXDXhDWSvQrDSiEwqFtq0R4jERWoh98Q2OCt8zixaXHR+FboMIJGHwmMK8g7FUnC8L+7n9BWCvp3qU1DKFQW7pomjRv9hc8RiIr0b8WGanAogMSbU/GMPgCEPXXrzLkzVdNKQibbmJBWKvo36czDKJQm5o+Ah4fkRXpnzLROOHtWJEi0rtGNbg95Y/B5ycrF4S1iuFDesEgCrVhg3vC4yOyoq6ffGBoukQ/DIO2p/wx+ApIr54wy6SCsH3eD15BWCsYN3ogDKJQ69a5FTw+IqvSYwwaN7zphSz6Va8Kt6e8MfgMSvmxrskFYRvA/TiJ/okRBVEorVs1X1JaRMPjI7KqTp99ZGixi3/uuh1uT3lj8OXjVEHYDQEXhC3pKQibHKKCsFZghYK082ZPhMdGZHUzHn0IjiW+9JJnaHs6MwZfHvq+93bgBWHPDV9B2HBbunAqDKNQGj9mEDw2Iqvr8GUt2XvJxXBc8abHTr3YNWqDMAYf4JSCsOEUHdVIVi+fC8MolPSTpej4iOxAr++LxhZfurwR2p4wBp+X0wVhDfwrKy9WKggbLi3iI2EQhVr7Nknw+IjsoO3XtWXXZSXhOONNF7TVhW1RG5Qbg0+J/V99kwvCfgv34yat0uJgEIXS8iUzJC6GFRnI3tLVP8bReONLPzSHtqfcXB985hSEPd/SBWHDoVP7VBhGoTR9yih4bER20uqbL2T7FfmvCqV/abJT9ZZwcm3w6ZdE51cwpyBsd4sXhA2HXt3bwTAKpRFDe8NjI7Kbic89BccgX3rJQ7Q95eS64HNjQdhwGNSvKwyjUNIV4NGxEdlN2vd1ZGuZK+FY5E2/J8yplvy5JvhOFYTdWjr/mycvnoKwLz0v8b/yJ4W8jBzWB4ZRKOmySOjYiOxo3AvPwjHJlx6f0Pb0H1cEnxkFYfefLgj7BdwH5TRx3GAYRqGycG66RDb+HR4bkR3pxS90BRc0PnnTf+OmhTL84ejgO1UQNvuss2B7RmQVKWz7grDhMGPKKBhIoTJp3BB4XER2pr/NoXHKl/52iLankxwZfG1NKgi74jZnFIQNh/lzJsFACpWB/brC4yKyMz1/p+fx0HjlTc8H6nlB1AY5LPjMLQhb2TEFYcNh2eIZMJBCpWO7FHhcRHann9xE45avCc89BbcnhwTf6YKwN14PtzPKqQVhQy02+m9PVQQUSKGw8p9ZkhDXFB4bkd3pd/X0O3toDPOm3/3jMwmY7YPPlIKwxU4VhP04V/tUcMktomEghcqsaWPgcRE5hV6lBY1lvvSqL2h7t7Nt8P1XEPYc+LdGuaEgbKi1bZUIAylURg/vC4+LyCn0upx6fU40pnnT63zq9T5RG25mu+DzFIR97kl1Qc0pCBvtgoKwoda1U0sYSKGiV41Bx0XkJHohfDS2+Zr6xKNwezezVfCNfqlSwAVhd3kKwj7F91yCqE/PDjCQQkUvkI2Oi8hJdA0+I+Omrjaja/uhNtzKVsEXCE9B2IcrSvsv3VcQNtSGDOwOAykUFs+fIs0i/4DHReQ0uvo6Gu986WruaHu3ckXwLfEUhH0X7pfMN2ZkfxhKoTB5wjB4TEROtfSu2+G4502vTdzpMz68d4qjg48FYcNDhw8KpVAYMqA7PCYip+pXvaqcKHQ2HAO96YcB0fZu5Mjgyyxe3FNYVr/fh/ZFwTVr+lgYSqHQuWMaPCYiJ1t8z11wLPSmV7LS5djQ9m7jqODT9fH0PF5+K7xQcC2aNxmGUrCtXj5HWiREwWMicrLeNarJsaJF4Ljobe4D98Ht3cYywbf5mjLwQhm18paykvbdV7BtCp2oJg09K6egYAq2OTPGwWMicoMF990Dx0ZvmecU9yzej7Z3E8sEn74g6ELlZ9uVpVgB3ULiY5vAUAqFsSP7w2MicoMeH71naBzVAYm2dxPLBN/RokXhRTqTg+ef73kBnfN41qKLv6JQCoW+vTrAYyJyC/1TJhovvR1TY61e6hFt7xaWCb69l14CL5IvPY837fFHOI9nUR3aJsFQCoU2rRLgMRG5RddaNeSQgXJsi+65C27vFpYJvjEvVoIXyJdeUFrXpEJtUPh179IahlKwLV04TWKa/QmPichNZj/0ABw7vR0vVEj6vlcVbu8Glgk+bWvpK+FF8jWnYgW4PYVf/z6dYTAF29RJI+DxELlN59ofeV5YR2Ont6V33QG3dwNLBV/rep/LbgOLT2cVKSwDqr0B26DwGj6kFwymYBs2uCc8HiI3mvHog3Ds9OXWcdRSwaeNqGKsuvDqsjdKi5/5k6fVjBs9EAZTsHXr3AoeD5Eb6bJtenFqNHZ6W377rZ7FrlEbTma54NNlgpYYLCw7odLTsA0Kn6npI2AwBdPalfM8xW/R8RC51dQnHoHjpq/BVV+D2zuZ5YJP0++jHLjwAniRvO0ueYnn92zUBoXH3JnjYTgF07xZE+CxELlZ2zq1DdUt1Yt/xDT8CbbhVJYMPm3Kk4/Ci+RrfoXycHsKj6ULp8JwCqbxYwbCYyFyu/SnH4fjpq+hb7wCt3cqywafXn5s47VXw4vkTb/X58av6lYUHdVIVi+fC8MpmPr36QSPh8jtWtX7QnZccTkcO72tuekGifvNPe9GWzb4NP2vEHSRfK274TpJ/rEubINCp0V8JAymYGvfpgU8HiL6n0x87ik4bvrSDxai7Z3I0sGn6+gtKl8OXiRf6c88Adug0GmdFg+DKZiWLZkhsTF/w+MhIv3rWR3ZWib/d6TXX3+tJDb4DrbhNJYOPk0vwbPv4hLwQnnTf6P/FrVBodGpfSoMp2CaPmUUPBYi+s+4F56F46av0S8/D7d3GssHn6a/zaGL5Et/O2S19fDp1b0dDKdgGjG0NzwWIvqPngradM1VcNz0tumaqyWpfj3YhpPYIvj0RdPzeOhC+XLb00lWMqhfVxhOwdSjaxt4LESU0+iXnodjpq+xlZ+F2zuJLYJP009u6ic40YXypp8EZUHa8Bg5rA8Mp2DSZZDQsRBRTok/fysbrr8WjpvetpQpLanf14FtOIVtgk/T7+yhC+VLvwOItqfgmjhuMAynYFkwd5JENv4dHgsR5Tby1cpwzPTl9FWxbBV8epUWvVoLulDe9KovevUX1AYFz4wpo2FABYsOWnQcRITF//qDrL3pBjhuett+RSlp9c0XsA0nsFXwafpfIuhC+dLrfep1P1EbFBwL5kyCARUsA/t1gcdBRGc27PWX4Zjpy8mviNku+PTv1LoyA7pQvtz0QqYVLFs8AwZUsHRslwyPg4jOrPnvP8mqW26CY6a3XZeVlDZffwbbsDvbBZ+ma0hlFSkCL5a3zVeVkdb1nPt13Upio/+Wdavmw4AKhpX/zJKE2CbwWIgob4PfqgLHTF9OfV7ClsGn6Srs6EL5mv7YQ3B7MpcuC4QCKlhmThsDj4OI8tes0S+y/PZb4Jjpbc8lF0v7Lz+BbdiZbYNPF1rcWeoyeLG8HTrvXOldoxpsg8zTtlUiDKhgGTW8LzwOIjJmwDtvwDHTlxO/PNg2+LSxlZ+DF8rXsjtuk+a/14dtkDm6dmoJAypY9Cox6DiIyKC//yf/3HU7HDO97b/oIun02ce4DZuydfDpR3NX3HozvFi+3LIGXbj07dkBBlSwtEqNg8dBRMb1q17V0MIgsx5+AG5vV7YOPq3ve1XlSPFi8GJ523blFZ6KxKgNCtyQgd1hQAXD4vlTpFnTP+BxEFHBLL7nLjhmejt4/vnS9ZMP4PZ2ZPvg02Y+XBFeLF+z1N+h7SlwY0b2hyEVDOkThsFjIKKC089AHDPwlLx+oBBtb0eOCL62X9eWbaWvgBfLm/5mqL8hojYoMJNVGKGQCobBA7rDYyAi/yy47x44Zno7fM450v1jZ6yI5Yjg00a9bGzl8ZW33uyZG0RtkP9mTR8LQyoYOndIg8dARP7p8VF1ySxeHI6Z3vR6yWh7u3FM8OnVCJbdeRu8WL7cUHYj1BbNmwxDymyrl8+RFvGR8BiIyH9zH7gPjpfejhYtKr0+eBdubyeOCT6t1wfVPO/toQvmbefll3neA0RtUMFFNWnoWUkFBZXZ5swYB4+BiALTrVYNNX6eB8dMb7rgN9reThwVfNr0xx6GF8uXkyZqwy0+tgkMqWDQD9GgYyCiwM1+6H44Xno7XriQ9H3vbbi9XTgu+HQpjc1Xl4EXzFtWkcKeNT9RG1QwuhgsCqlg6NOzAzwGIgqcLv2WceGFcMz0trTcHXB7u3Bc8Gm6KgO6WL50lYcWP38L2yDjOrRNgiEVDG1aJsBjICJzzHj0QThe5nBWhPSv9ibc3g4cGXx6AdYl5e7EF8yH0ysNh0L3Lm1gSJlt6cJpEhP1JzwGIjKHfv5h78Ul4Hjpbdkdt0rUX7/CNqzOkcGn9fj4PfWV/QJ4wbzpiu766z1qg4zp36czDCqzTZ00Au6fiMw19YlH4Hjpa1DV1+D2VufY4NN0LSl0sXw55d2UcBk+pBcMKrMNHdQT7p+IzKWXd9xd8lI4XnpbeWtZifnjZ9iGlTk6+NK+ryMbrrsGXjBvepHWwTb9l4sVjB89EAaV2bp2agX3T0Tmm/z043C89DX0jVfg9lbm6ODT9EVBF8vXuhuuk+Qf68I2KG9T00fAoDLT2pXzPMVu0f6JyHyt630hO0pdDsdLb2vK3ihx//sRtmFVjg++yL9/k4X33g0vmK/0Z56AbVDe5s4cD8PKTPNmTYD7JqLgmfjcU3Cs9DW8yotwe6tyfPBpupzGPgNPKem/6VqrBmyDzmzpwqkwrMykf05F+yai4En77ivZWvpKOF5607+YJfzyHWzDilwRfNok9W0OXTBfejke/S0RtUG5RUc1ktXL58KwMlP/3p3g/okouMa98CwcK32NevkFuL0VuSb4kuvXk3U3Xg8vmC87TtaGi14wGgWV2dq1aQH3T0TBpZ992HT1VXCs9Lbx2qsl6advYBtW45rg0/Q7J0bK7OsLqL/iozYop9Zp8TCozLRs8QyJjfkb7p+Igm/0S5XgWOlrbOXn4PZW46rg0+bfXx5eMF/6HUC0PeXUqX0qDCszTZ88Cu6biEJDL+244bpr4VjpbctVpSX1h69hG1biuuDr9NnHhl7MPHDhBdLjI2dUGw6mXt3bwbAy04ghveG+iSh0Rr5aGY6VvuywDKTrgk8bry4MumC+lpS7Q6IbNYBt0EmD+neFYWWmHl3bwH0TUejE//qDrL0p/+cktl1ZSlp++yVswypcGXyJDb6V1TffBC+aL13pAbVBJ40c1geGlZlSk5vDfRNRaA17/WU4TvrST9Gj7a3ClcGn6ZIax4oUgRfN2+arynhWMEBt0P9k4rjBMKzMsmDOJLWf33Ptl4hCr/nvP8mqW/L/0rDz8sukTd3PYBtW4Nrg0+Y8WAFeNF/TH3sIbk//kxlTRsPAMsvEsYPhfokoPAa/VQWOk76s/ICgq4Ov/ZefGFqL7tB550rvGtVgG26nv5GhwDLLwH5d4H6JKDyaNWogy2+/BY6V3vZceom0/+oT2Ea4uTr4NP3eCbpovpbdcZv6ml8ftuFm+h07FFhm6dguGe6XiMJn4DtvwHHS1/THHobbh5vrgy/utx9kxW03w4vma/TLz8M23CSqaV2P6KiakphQS7Zs6Cmb1w+XTevGwuAKxIqlsyQ+tgk8DiIKH72s4z933Q7HSW/7S1wkHT//GLYRTq4PPq3ve29LZvHi8MJ523blFZ4CjagNJ4lq8q00j35L4uMekxaJd0hy8pWSllZcWraMyKFnT3VeJKfjx0vKkczyciDjDdm7u55s35oiG9ZOg8GWn5nTxsDjI6Lw61e9qqGVsGY+XBFuH04Mvn/NfKQivGi+ZlnwIgYqsnEDT9AlJtwnKSklcwXcmQwapM6JT/BB2YXkyJFysn9vTdm+pSUMOWTU8L7weInIGhbfc5fq4qqP5+HABedLl08/hNuHC4PvX22/rm2o/MaR4sWkr/qXDmrDTiIb/yox0e9KQnxFSUk2HnbeRo9W5wQFXT6OHLlL9u2pLds2t4eBd4peFQYdOxFZQ+8a7xh6LWxOxQpw+3Bh8HnRZTXQRfO18tabPasYoDbsICb6bRV2l8MwK4jJk9X5AMFWEJmHH5Stm7rD4GuVGgePn4isY8F996iurPpzHg6fe450r/k+3D4cGHxemjf8Sf658zZ44XyNrfwsbMPKmkdXlRaJt8EQ88fs2epcgDArqOzsczxzgtu3tD4deovmT5aopn/Az0FE1tHjo+pyxMAzEvMrlIfbhwODz0evD96VQ+edBy+cN70yQYcvasE2rCam2XuSmHC3pKUVggHmryVL1LkAQeav48cvlYx976tvgF0lfcJQ+FmIyHrmPXCv6sKqH+fhaLFi0vPDd+H2ocbgA6Y9/jC8cL6s9ru1r+iojyUh4X4VeOfA4ArUmjXqPIAAC1TWsatl/NjXpVkkl4ojsoNutWoY+sKwsHw5uH2oMfiAVt98IZuvLgMvnLesIoVlQLU3YBvhFhvzsgq8wjCwzLJ1qzoPILjMMHJkhKSlnqu+rVpnXoCIzmz2Q/errqv6bx6yCheWPu+/DbcPJQbfGQyv8hK8cL5Wl73RU6QRtREOkU1+kIS4R1QwnZ0rqMy2d686ByC0AnXsWIR063ZyH6mp50lcrP3mU4ncpnPtjyTjwgtUF1b9OA9Lyt0Jtw8lBt8ZNPvzF1ly953wwvmySuHFZpGfe+byfAMqGFq31q8lqM8PgitQ27bl3l9C/IOeF+vR5yYia5jx6IOqC6t+nIfss86S/u++CbcPFQZfHrp//J76F8yF8OJ5233pJZ5/7aA2QiWmWQ1JanFTrsAIli5d1GcHoWUG/dAM2mdi4p0SHfUp/PxEFH76gb+9F5dQ3Vj15TzotY+j/voVthEKDL58THnqMXjhfIXzUd3mMW94lhVDYREsffqozw1Cywzp6XifWlLSdZ4X79F5IKLwm/bEI6obq76cj0Fvvw63DwUGXz5Sv68jG667Bl44b3rNusFVq8A2gkmHXsu04M/n+Ro6VH1uEFpmGDgQ7/OUtLSi6ptfeL9hExHWrs6nsrvkpaorq/6cB70QSPQfP8M2go3BZ8DQN16FF87Xuhuuk+Qf68I2gkGHXmrqhTAcgm3cOPWZQWgFKiMjQtq1w/v0lpxcik98ElnU5KcfV91Z9el8DHnzVbh9sDH4DFp4793wwvlKf+YJuL3Z9JxeqH/e9DZtmvq8ILgCtW4d3h+i5zT5rh+R9bSu97mhIt/6qfjY/4W+zimDz6Cun3xgaNJ2n/qbrrVqwDbMop/eDOWDLMi8eerzguAK1Jw5eH9nkphQXiKbsEAwkdVMfO5J1aVVv87H8NdegtsHE4OvACY9a+xCLipfzlOoEbURKP2eXqheWcjLsmXqs4LgCpSu+ID2lxddNxCdKyIKn7TvvjJU8UZPESX88j1sI1gYfAWQVL+erL3xenjxfA194xXYRqBOvpyOAyCU1q9XnxMEVyCOHz9Z3BbtLy9paUUktvmL8HwRUfiMe+EZ1bVV/87HqFdegNsHC4OvgAZVfU1OFCoEL563jdde7fkXD2rDX3GxldRAf1augT8ctm9XnxOEVyB27MD7MiI15WJPuSV03ogoPPTDfpuvvkp1b9XH87Dx2mukxU/fwDaCgcHnh3n3578SuTblyUfh9v7QC06npl4EB/1w0E9fqg9pKv3zKdqXUUktbvT8FIzOHxGFx5iXKqnurfp4Psa8+BzcPhgYfH7o9NnHht5TOXDhBdLjo/dgGwWlqyygwT4c9OsGWVnqM4LwCsSUKXh/BREXG9qfTIgob3otYyPvQm++qoyk/PA1bMNsDD4/jX/e2G/XS8rdIdGNGsA2jNL19IJVWsgfegFp9eFMN3gw3l9BJCdfJVGRdeB5JKLwGPlqZdXFVT/Phx5X0fZmY/D5KbHBd7Lq5pvgxfM1okpgD15Y4SlOb/37q88FgisQBw9GSMeOeH8FFR/3JDyPRBQe8b/+YOjBwG1XXiEtv/0StmEmBl8A9Arjx4oWgRfQm/4Kr1/oRG3kp3l0VfVtz9zK6YEaMUJ9LhBegdiwAe/LHykpl0p01CfwfBJReAx7/WXV1VV/z4d+bQxtbyYGX4BmP5h/8UVt+mMPwe3zEtn4F2mReBsc3MNp4kT1mUB4BWL+fLwvfyXEV4TnlIjCo/nv9Q39Srbz8sukTV3/vigYxeALUPsvP5EdV+S/NM+h886V3jWqwTbOJDamChzUw23GDPWZQHgFQq/9ifblL13Almt5ElnL4LeqqO6u+nw+Jj8V3EUpGHwm0I/hoovnS9eg0v/qQW0gKcmXw0E93BYuVJ8HhFcgevfG+wqE/raMzisRhYd+0G/FbbeoLq/6fR50jdN2XwWv9iaDzwRxv/1o6GJqo19+HrbhS9ecQ4O5FaxcqT4LCC9/7d6N9xMoXbmiWWTwJ8qJyLiB77yuur3q+/mY9vjDcHszMPhM0uf9tyXznOLwAnrTTy21rVMbtuFNz1GhwdwKNm1SnwUEmL9WrMD7MUNc88rw/BJReOh1jP+583bV9VX/z8O+EiWk4+c1YRuBYvCZaOYjFeEF9DXr4Qfg9qdENf1GUpJLwoHcCnbtUp8DBJi/pk/H+zFDi8Rb4TkmovDpV/0tT/FuND5602Mq2j5QDD4Ttfn6M0OrkR8pXkz6Vq8K29CaR78FB3GrOHRIfQ4QYP4aNgzvxyxRTb6F55mIwmfx3Xeq7q/GgDzo1a+6fPoh3D4QDD6T6VXG0QX0pcvu65c6URsJ8Q/AAdwK9Evm2dnqM4AA80dmZoR07oz3ZZbYmJfheSai8Old4x05ViT/96DnPHg/3D4QDD6TxTT8ydDv19rYys/CNpKTroYDuBXoskHq4E2zeTPej5kSE+6F55mIwmvhvXerYUCNBXk4fN650q2mua8mMfiCoNeH78rB88+DF9GbflGzwxe1cmzbLPIzy63U4m3QIHXsIMD8pV+NQPsxU3JyKc9iAN7nmYjCr+dH1eVI8fwfCtQVcdD2/mLwBYl+FBddQF9zKlbIsZ3V5/d0hXR14KaZMAHvx2x8rYHImoyUedPPRfT8sDrc3h8MviBp9c2Xsuma/AswZhUpLAPeeeP0dvFxj8OB2yomT1bHDQLMX/364f2YrXnMf+eYiKyjW60anpWt0PjoTf8sirb3B4MviIa/9hK8gL5Wl73RU7NKb5OYWA4O3FYxe7Y6ZhBg/ti7N0Jat8b7MVtcbGjKnRBRwRlZ81h/Sejz/jtw+4Ji8AVRsz9/MfTIrjah0tOebZKTroUDt1UsWaKOF4SYP1avxvsIhsSE+3JdHyKyhs61P5KMCy9Qw4IaG/KwRI2naPuCYvAFWfea70vGRRfCi+hNr02nL35aWnE4cFvFmjXqeEGI+WPmTLyPYEhKugFeHyKyhhmPPKiGBTU25CH77LOk37tvwe0LgsEXAnqlcXQRfc2vYO2fObWtW9WxghDzh67rh/YRDHrBb3RtiMgaOnxRU/ZdXEINDWp8yMM/d97mWfYMtWEUgy8EUr+vIxuuvxZeRG/6XzPjPsYDt1XoeTl1sAE7dixCunXD+wiG1NSL4LUhIuuY9vgjanhQY0Q+Br79OtzeKAZfiAx581V4AX1tviVCujbFg3e46QdRjhxRxwmCrKD0N0e0j2DRPyGj60JE1tGuzqeyu+SlaohQ40QeVtx2s6fEEWrDCAZfCBlZpUCb/QoevMOtSxd1fCDE/KEfkkH7CJq0syWysf8dhYhCw+jUkP4ygbY3gsEXQnqx1b2XXAwvoreMSyNk8Hdg8A6zPn3U8YEQ80d6Ot5HMKFrQkTW0rre57Kj1OVqmFBjRR5W33yTxBagsLc3Bl+ITXr2SXgRfS1/MEJapeEBPFyGDlXHBkLMHwMG4H0ES1paYS5bRmQTEw2Ok/pdabR9fhh8IZZUv56svel6eBF9TfgAD+LhMm6cOi4QYgWVkREh7drhfQRLWuq58HoQkfWkffeVbC19hRou1JiRh7U3Xi/xv34P28gLgy8M9BNJxwsVghfS29abIqTHX3ggD4dp09RxgSArqLVrcfvBlJpyMbwWRGRN459/Rg0XaszIx8hXKsPt88LgCxMjC7NqcyvjgTwc5s1TxwSCrKDmzMHtB1NKSkl4HYjImlJ+rCubry6jhgw1buRhw3XXnF7y0SgGX5h0/Pxj2XVZSXghvR0qESFD6+HBPNSWLVPHBIKsoHSFB9R+MCUl3gKvAxFZ15gXK6khQ40b+Zj07BNw+zNh8IWR0a/yq+6PkDZJeEAPpfXr1fGAICuI48cjpEcP3H4wJcRXhNeAiKxLf5PT3+jQuOjtaLGi0vJb46XHGHxhlNDgO1l1y03wQvpKr44H9FDasUMdCwizgtBtoLaDLS72eXgNiMi69KsNK28pq4YONX7kY+F9xssWMfjCrP+7b8nRokXhhfS2/foI6fUHHtRDRT+NqQ4mIP/8g9sOtpjot+H5JyLrifrrVxlR5UU5fG7+dfpO0cUAUFsIg88CjNSi0uZXwoN6KOjXD7Ky1HGAMCuIKVNw+8EW1aRgk99EFB4D33nD8C9h3vYz+Oyl/VefyPYr8l+pIPP8CBn+FR7Yg617d3UMIMgKavBg3H4wJSddA887EVmHfnfP6M+aiH4/GrWLMPgswujTS2vujZD2CXiAD6b+/dX+QZAVxMGDEdKhA24/mBLiH4TnnIjCL/Z/P8qMRx+SE2efrYYJNVb4IfussyT5x7qwfYTBZxFxv/0oy2+/BV5UX1PewQN8MOnaeWrnAdmwAbcdbM1j3oTnnIjCx595PEQHZu8a78B9nAmDz0L6vP+2ZJ5zDry43nZdHSF9fsODfLBMnKj2DcKsIPQL8KjtYPKs0dnkJ3i+iSg8/J3H83akWDFZUu4Oaft1bbiPvDD4LMZI+X1t0TN4oA+WGTPUfkGYFcTYsbjtYEpMuAeeZyIKvW61asiC++4J6GdNva1uQ7eF9mEEg89i2tT9TLaWuRJecG9Hz4mQUZ/jwT4YFi5U+wVhVhC9e+O2gyk2JrBKzUQUOP0+3tQnHpGMCy9QQ4EaD/ykvyXqb4toHwXB4LMgvegquui+1pWLkI7N8YBvtpUr1T5BmBm1axduN5hSki+XqCYFX7mdiMwR/+sPMualSrK1dP7/mM+L3n60ake3h/ZTUAw+C4pp+LP8c9ft8AbwNe0tPOibbdMmtT8QaEatWIHbDSYuU0YUPmbM42VceKHnm6L+xoj24S8Gn0X1/PBdOXRBcXgzeNtTOkL6NcADv5n0Nza1Q79Nn47bDRb9ba9Z5Gfw3BJR8FhlHi8vDD4Lm/b4I/Cm8LXkCTz4m+nQIbUvEGhG6ertqN1giYt9Bp5TIgoOM+fxBpgwj5cXBp+F6dXGN197Gbw5vGUViZAxn+IAMEPHjhGSna32BQLNiMzMCOncGbcdDHqllqim9eA5JSJzmTaPV8bceby8MPgsbvhrL8GbxNeGO1S4NMNBEKiePdU+QKAZpecHUbvBEtv8RXguichcnnm8m82ax/sC7iMYGHwWp1c3WFLe2I018zUcBIEaNEi1DwLNKP0qBGo3GJJa3MwX1omC7OQ83t2WnsfLC4PPBrrXfF8yShSDN4+3fZdHyMD6OBACoSumqx34bcIE3K7Z0tLO5vJkREGk5/Gm2WQeLy8MPpuY/PSj8Aby9c+jOBQCMXmyahsEmlF9++J2zZaUeAs8d0QUGDvO4+WFwWcTqT98LRtvyP9Bl+yzI2TcxzgY/DV7tmobBJoRe/dGSOvWuF0zJSVdJ9FRn8JzR0T+M2Ue76LQz+PlhcFnI0PefBXeVL423xIhXZvigPDHkiWqXRBqRqxahds0U0rKpRITXQ2eMyLyj93n8fLC4LMZfROhG8zX7FdwSPhjzRrVJgg1I2bOxG2aJS2tmMQ2fxmeKyIqOKfM4+WFwWczXT79UPZeUgLeaN4yLo2Qwd/hsCiorVtVmyDUjNB1/FCbZomPewKeJyIqGHPn8Z4P+zxeXhh8NjTxuSfhDedr+YMR0ioNB0ZB6Hk61WCBHT0aIV274jbNkJhwL19dIDKBE+fx8sLgs6Gkn76RtTfdAG8+XxM+wKFhlH4w5cgR1RYItvzob4qoTTPo9/WiIr+C54eIjPHM490b4DxeoZPzeF0tNo+XFwafTQ18+3U5XrgQvBG9bb0pQnr8hcPDiC5dVDsg1IzQD8WgNgN1stzQt/C8EFH+3DCPlxcGn43NfeA+eDP6mlsZB4gRffqoNkCoGTFpEm4zEIkJ5aVZ5JfwfBBR3tw0j5cXBp+Ndfy8puy6rCS8Mb0dKhEhQ+vhIMmPrqqgGvHLgAG4TX+kpRWR+LjHJLJJfXguiChvA9953VXzeHlh8NncuBeegTeor1X3R0ibJBwqeRk3Tm0PQi0/+/dHSLt2uM2CSk25WGKbV4afn4jypufxFrpwHi8vDD6bS/jle1l1S1l4s/pKr46DJS/TpqltQbDlZ+1a3F5BJSddLc2jq8LPTkRn5pnHe9yMebyytpzHywuDzwH6vfuWHC1aFN603rZfHyG9/sABcybz5qltQbDlZ84c3F5BJCXdwIdYiAqI83j5Y/A5xOyH7oc3r6/5lXDInMmyZWo7EGz5GTUKt2eEflWheYyz/oVJFApmzuO1svk8Xl4YfA7R7qtPZfsVpeCN7C3z/AgZ/hUOHGT9erUdCLa8HD8eIT164Pbyohea1suP8aV0ooLhPF7BMPgcRP+8gW5oX6vLF5X2CTh8fO3YobYB4ZaX7dtxW2eSnHylxMU+x581iQqI83j+YfA5SOz/fpTlt98Kb2xfE964RtLSisMg8paRof4ehFte/vkHt+UrNfVCiY99it/wiAoo/tfvOY8XAAafw/R5/x05fO458Cb3tu3KK6R93fckNuYVaZF4h6SlnpMrmPTrCFlZ6u9BuOVlypSc7XhLTS3hWWOzefRbfCePyA+cxwscg8+BZjz6ILzZfc16+IHT2zSL/EKFYBVJSLhfkpOukpZpZ0v37urvQLDlZ9Cg/4JOf6vUT2cmxD3ieS0hqmndHMdKRMaYM49XyDXzeHlh8DlQm7qfy5YypeGN7+1I8WLStzp+Ry6yyQ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Hole-In-Wall: Solve Score=0, where number of Figure Vertices = Hole Vertices + 1","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey \r\nThis Challenge is to solve ICFP problems 12, 15, 20, 25, 26, and 39 according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. ICFP problem 47 is of this form but with 10 hole vertices a brute force method may take 180 seconds so this will be a separate challenge.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_nPeqnH1(hxy, pxy, mseg, epsilon)  \r\nThis challenge set all have optimal Scores of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one.\r\nThe function template includes routines to read ICFP problem files and to write ICFP solution files.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 672px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 336px; transform-origin: 407px 336px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 8.05px; transform-origin: 14px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 8.05px; transform-origin: 146.65px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 8.05px; transform-origin: 29.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 8.05px; transform-origin: 1.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 201px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 100.5px; text-align: left; transform-origin: 384px 100.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 230.267px 8.05px; transform-origin: 230.267px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: middle;width: 208px;height: 201px\" 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\" data-image-state=\"image-loaded\" width=\"208\" height=\"201\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 147px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 73.5px; text-align: left; transform-origin: 384px 73.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 263.717px 8.05px; transform-origin: 263.717px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 12, 15, 20, 25, 26, and 39 according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 66.1333px 8.05px; transform-origin: 66.1333px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. ICFP problem 47 is of this form but with 10 hole vertices a brute force method may take 180 seconds so this will be a separate challenge.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8.05px; transform-origin: 384px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250.1px 8.05px; transform-origin: 250.1px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 155.5px 8.05px; transform-origin: 155.5px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_nPeqnH1(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 8.05px; transform-origin: 3.88333px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 383.017px 8.05px; transform-origin: 383.017px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303.4px 8.05px; transform-origin: 303.4px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 8.05px; transform-origin: 375.883px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 8.05px; transform-origin: 42.7833px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 8.05px; transform-origin: 256.35px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon)\r\n%nH+1 equals nP and Score =0 optimally, nH is before repeating row 1\r\n%Create all nchoosek index set of np then try all permutations.\r\n%Check that all segments created have valid lengths\r\n%Create final point placement based upon segment constraints until sequence passes\r\n% npxy(pnckset(i),:)= hxy(1:end-1,:), width of pnckset is nP-1 so one node is TBD\r\n npxy=pxy;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n \r\n hxy1=hxy(1:end-1,:); % speed up method\r\n np=size(npxy,1);\r\n vpn=zeros(np,1);\r\n % Note:  ***  Indicates line was changed from working program\r\n pnchk=nchoosek(1,1); % ***     Create nchoosek matrix of 1:np of np-1 points\r\n mperms=perms(1:np-1); % fast repetitve perms method, create a mapping array\r\n Lpnchk=size(pnchk,1);\r\n for ipnchk=1:Lpnchk % subset of figure vertices to place onto hole vertices\r\n  vpnchk=pnchk(ipnchk,:); % create a vector to use in perm set matrix\r\n  phset=vpnchk(mperms); % fast phset creation using perms matrix\r\n  nphset=size(phset,1);\r\n \r\n  for i=1:nphset %  This is the large loop over permutations\r\n   npxy=npxy*0; \r\n   vphset=phset(i,:); \r\n   npxy(vphset,:)=hxy1; % load hole vertices into figure vertex matrix, one row is [0 0] unset\r\n   vpn=0*vpn; \r\n   vpn(vphset)=1; % vpn is vector that indicates used figure vertices\r\n   fail=0;\r\n   for segptr=1:nseg\r\n    if prod(vpn([0 0])) % *** check if both figure vertices were set \r\n     L2seg=sum((npxy(mseg(segptr,1),:)-npxy(mseg(segptr,2),:)).^2);\r\n     if prod([0 0])\u003e0 % *** Verify L2seg is valid length squared\r\n      fail=1; % set flag to try next permutation\r\n      break; % break out of segment L2 checker\r\n     end\r\n    end\r\n   end\r\n   if fail,continue;end %length of subset placed vertices placed on hole vertices failed\r\n   \r\n   %Hole Points covered. Have 1 free point to place constrained by its segments\r\n   node=find(vpn==-1); % ***    Find unset node\r\n  \r\n   cptr=1; % Flag to enable first set of points for a segment containing unset vertex\r\n   for fseg=1:nseg\r\n    if prod(vpn([0 0])),continue;end % ***    Check if Both seg vertices set\r\n    MM=msegMM(fseg,:); % Create [Min Max] vector\r\n    Node2=mseg(fseg,:);\r\n    Node2(1)=[]; % ***  Reduce Node2 to a single value of the set vertex\r\n    \r\n    if cptr==1 % create an initial list of all in range and then inpolygon\r\n     Lmm=ceil(MM(2)^.5);\r\n     dmap=(0:Lmm).^2;\r\n     dmap=repmat(dmap,Lmm+1,1);\r\n     dmap=dmap+dmap'; % Create a 2D map of distance squared from [0,0]. dmap(1,1) is [0,0]\r\n     % This 2D map is of the Positive XY quadrant.  The goal will be to find  all valid [dx dy]\r\n     dmap(1,:)=0; % ***      Remove Points less than Min Seg length\r\n     dmap(1,:)=0; % ***      Remove Points greater than Max Seg length\r\n     [dx,dy]=find(dmap);\r\n     dx=dx-1; dy=dy-1; % remove 1,1 offset from grid\r\n     dxy=[dx dy;dx -dy;-dx dy;-dx -dy];  % Create all valid deltas by symmetry about [0,0]\r\n     mxy=dxy+npxy(Node2,:);  % Create matrix of all points in the valid region\r\n     % remove negatives from hole comparison as hole is all positive\r\n     mxy=mxy(1,:); % ***     Speed option remove all points with neg x values\r\n     mxy=mxy(1,:); % ***     Speed option remove all points with neg y values\r\n     in=inpolygon(mxy(:,1),mxy(:,2),hxy(:,1),hxy(:,2));  % Find all valid in-hole points\r\n     mxy=mxy(1,:); % ***   reduce to in-hole points\r\n     cptr=2; % set flag so next segment check only uses residual mxy points\r\n    else % test points from m for additional new fseg constraint and prune\r\n     Lmxy=size(mxy,1);\r\n     vmxy=ones(Lmxy,1); % Valid mxy vector\r\n     for ptrmxy=1:Lmxy\r\n      d2=sum(([0 0]).^2);  % *** Calc dist squared from mxy to Node2\r\n      if d2\u003cMM(1),vmxy(ptrmxy)=0;end % clear vmxy for too short\r\n      if d2\u003eMM(2),vmxy(ptrmxy)=0;end % clear vmxy for too long\r\n     end\r\n     mxy=mxy(vmxy\u003e0,:);\r\n     if isempty(mxy)    %If no points left in mxy then vertex could not reach from set nodes\r\n      fail=1;\r\n      break;\r\n     end\r\n    end % cptr==1\r\n   end % fseg 1:nseg\r\n   if fail,continue;end  % Try next permutation\r\n   \r\n   npxy(node,:)=mxy(1,:); % solution found\r\n   fprintf('Solution found\\n');\r\n   return;\r\n  end % i nhpset\r\n end %ipnchk Lpnchk\r\n \r\n fprintf('No solution found\\n');\r\nend %Solve_nPeqnH1\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n\r\n%These routines can be used to read ICFP problems, write ICFP text file, and visualize the data\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  fid=fopen([num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n% function write_submission(npxy,pid)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission\r\n%  fprintf('{\"vertices\": [');\r\n%  fprintf(fid,'{\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end\r\n\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3","test_suite":"%%\r\ntic\r\n% ICFP Problem Id 12\r\nepsilon=0;\r\nhxy=[28 0;56 4;0 4;28 0];\r\npxy=[0 20;20 0;20 40;40 20];\r\nmseg=[1 2;1 3;2 4;3 4];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 15\r\nepsilon=1250;\r\nhxy=[15 0;35 20;20 44;0 24;15 0];\r\npxy=[0 20;20 0;20 40;40 20;49 45];\r\nmseg=[1 2;1 3;2 4;3 4;3 5;4 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 20\r\n% nh 5  np 6\r\nepsilon=4757;\r\nhxy=[20 0;62 39;41 56;20 40;0 20;20 0];\r\npxy=[20 12;0 32;46 1;26 21;67 17;46 0];\r\nmseg=[1 2;1 3;2 4;3 4;3 5;4 6;5 6];\r\n\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 25\r\n% nh 6  np 7\r\nepsilon=16310;\r\nhxy=[0 20;28 0;55 61;40 96;7 91;0 54;0 20];\r\npxy=[18 2;52 0;16 11;0 31;37 31;47 24;14 5];\r\nmseg=[1 2;1 4;1 5;2 3;2 5;3 6;4 5;5 7;6 7];\r\n\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 26\r\nepsilon=15671;\r\nhxy=[17 17;46 0;76 17;80 51;26 65;0 46;17 17];\r\npxy=[64 0;34 15;53 30;53 43;19 45;34 14;0 12];\r\nmseg=[1 2;1 3;2 4;2 5;3 5;3 7;4 5;4 6;5 6;5 7;6 7];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 39\r\nepsilon=20037;\r\nhxy=[5 7;39 0;59 33;56 76;45 110;6 111;0 73;0 39;5 7];\r\npxy=[4 8;6 42;23 34;37 19;35 23;16 0;5 42;38 56;0 35];\r\nmseg=[1 2;1 3;1 5;2 4;2 5;3 6;4 7;5 8;5 9;6 9;7 8;8 9];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_nPeqnH1(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\nassert(isequal(valid,1))\r\n%%\r\n% ICFP Problem Id 47  75% of hole edges not covered in solution. All hole vertices covered.\r\n% possible method force longest fig segment onto pair hole vertices then perms\r\n% brute force processing will take 180 seconds so not part of this cody challenge\r\nepsilon=41323;\r\nhxy=[6 14;36 19;40 17;69 0;79 21;41 36;36 33;16 44;7 34;0 28;6 14];\r\npxy=[0 11;1 85;8 56;11 0;14 45;14 59;14 88;30 37;30 56;56 85;67 64];\r\nmseg=[1 4;4 8;8 5;5 1;8 11;11 10;10 9;9 8;5 6;6 9;9 7;7 2;2 6;6 3;3 5];\r\ntoc","published":true,"deleted":false,"likes_count":1,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":2,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-21T13:12:20.000Z","updated_at":"2021-07-21T19:14:23.000Z","published_at":"2021-07-21T19:14:23.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"201\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"208\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"middle\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 12, 15, 20, 25, 26, and 39 according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. ICFP problem 47 is of this form but with 10 hole vertices a brute force method may take 180 seconds so this will be a separate challenge.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_nPeqnH1(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge set all have optimal Scores of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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Hole-In-Wall: Solve Problem 47,   Score=0, Figure Vertices 11,  Hole Vertices 10","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey. A final solution is shown to aid in programming. \r\nThis Challenge is to solve ICFP problems 47 according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. Brute force of  problem 47 may take 180 seconds due to the 10 hole vertices.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u003c= epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_ICFP047(hxy, pxy, mseg, epsilon)  \r\nThis challenge requires a Score of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one. One method would be to reduce the nchoosek to force the longest figure segment to fit across a pair of hole vertices.  This problem with its solution shown shows that a recursive point to available hole vertices could be a more general solution.\r\nThe function template includes routines to read ICFP problem files and to write ICFP solution files.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 775px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 387.5px; transform-origin: 407px 387.5px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14px 8.05px; transform-origin: 14px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 146.65px 8.05px; transform-origin: 146.65px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 29.95px 8.05px; transform-origin: 29.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 1.95px 8.05px; transform-origin: 1.95px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 283px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 141.5px; text-align: left; transform-origin: 384px 141.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.9px 8.05px; transform-origin: 379.9px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. A final solution is shown to aid in programming. \u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: top;width: 541px;height: 262px\" 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\" data-image-state=\"image-loaded\" width=\"541\" height=\"262\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 126px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 63px; text-align: left; transform-origin: 384px 63px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 191.767px 8.05px; transform-origin: 191.767px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 47 according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 138.367px 8.05px; transform-origin: 138.367px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. Brute force of  problem 47 may take 180 seconds due to the 10 hole vertices.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8.05px; transform-origin: 384px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 250.1px 8.05px; transform-origin: 250.1px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 152.783px 8.05px; transform-origin: 152.783px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_ICFP047(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 3.88333px 8.05px; transform-origin: 3.88333px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8.05px; transform-origin: 384px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge requires a Score of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one. One method would be to reduce the nchoosek to force the longest figure segment to fit across a pair of hole vertices.  This problem with its solution shown shows that a recursive point to available hole vertices could be a more general solution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 303.4px 8.05px; transform-origin: 303.4px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.883px 8.05px; transform-origin: 375.883px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 42.7833px 8.05px; transform-origin: 42.7833px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 256.35px 8.05px; transform-origin: 256.35px 8.05px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_ICFP047(hxy,pxy,mseg,epsilon)\r\n%Problem 47 shows potential for recursion but a brute force with reduction can quickly solve\r\n% nH equals nP-1 and Score=0 optimally, nH is before repeating row 1\r\n% Since Score=0 then all hole vertices are covered. \r\n% Know that only 1 figure vertex not on a hole vertex\r\n% Assume that the longest segment spans two hole vertices not necessarily sequential hole nodes\r\n% Identify longest segment and associated hole vertices\r\n% Try all permutations of nchoosek(1:nP,nP-1) after reduced by Long segment nodes and hole nodes \r\n% Verify segments where both nodes are in nck set are correct length\r\n% For unselected vertex find all segments containing and create valid pt sets\r\n% for each segment constraint.  Find point common to all constraint sets\r\n\r\n npxy=pxy;\r\n nseg=size(mseg,1);\r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n %hplot(hxy,pxy,mseg,nseg,1);\r\n %hplot3(hxy,npxy,mseg,nseg,3,msegMM);\r\n %hplot4(hxy,npxy,mseg,nseg,4,msegMM);\r\n \r\n hxy1=hxy(1:end-1,:);\r\n np=size(npxy,1); %\r\n vpn=zeros(np,1);\r\n pnchk=nchoosek(1:np,np-1);\r\n \r\n % Note:  ***  Indicates line was changed from working program\r\n ptrLseg=find(msegMM(:,2)==0,1,'first'); % ***  Find max L segment\r\n nodesL=mseg(ptrLseg,:);  % figure nodes of longest figure segment\r\n nodesLMM=msegMM(ptrLseg,:); % Min and Max of selected long figure segment\r\n found=0;\r\n nh=size(hxy,1);\r\n for hi=1:nh-2  % search all hole vertices hi to hj that matches long figure segment\r\n  for hj=hi+1:nh-1\r\n   if prod([0 0])\u003c=0 % ***   Find pair of valid hole vertices\r\n    found=1;\r\n    break;\r\n   end\r\n  end %hj nh\r\n  if found,break;end\r\n end %hi nh\r\n % hi,hj Hole indices that are nodes that fit longest segment\r\n % that will need to be either of nodesL\r\n \r\n % remove nchoosek vectors that omit the long segment of nodesL\r\n pnchkval=sum([0 0],2)\u003e1; % ***\r\n pnchk=pnchk(pnchkval,:);\r\n Lpnchk=size(pnchk,1); % Length of final nchoosek matrix\r\n \r\n mperms=perms(1:np-1); % fast repetitve perms method, create a mapping array\r\n for ipnchk=1:Lpnchk %subset of figure vertices to place onto hole vertices\r\n  vpnchk=pnchk(ipnchk,:);\r\n  phset=vpnchk(mperms); \r\n  % remove matrix rows that lack nodesL in hi,hj columns\r\n  % Massive reduction in phset matrix \r\n  permvalid=phset(:,hi)==0 | phset(:,hi)==0; % ***   match nodesL\r\n  phset=phset(permvalid,:);\r\n  permvalid=phset(:,hj)==0 | phset(:,hj)==0; % ***   match nodesL\r\n  phset=phset(permvalid,:); % Final reduced permutation set that must have nodesL in cols hi,hj\r\n  \r\n  nphset=size(phset,1); % greatly reduced from 10! for each nchoosek vector\r\n \r\n  for i=1:nphset\r\n   npxy=npxy*0;\r\n   vphset=phset(i,:); \r\n   npxy(vphset,:)=hxy1; % load hole vertices into figure vertex matrix, one row is [0 0] unset\r\n   vpn=0*vpn;\r\n   vpn(vphset)=1; % vpn is vector that indicates used figure vertices\r\n   fail=0;\r\n   for segptr=1:nseg\r\n    if prod(vpn(mseg(segptr,:)))\r\n     L2seg=sum((npxy(mseg(segptr,1),:)-npxy(mseg(segptr,2),:)).^2);\r\n     if prod([0 0])\u003e0  % *** Verify L2seg is valid length squared\r\n      fail=1;\r\n      break;\r\n     end\r\n    end\r\n   end\r\n   if fail,continue;end %length of subset placed vertices placed on hole ver failed\r\n   %Hole Points covered. Have 1 free point to place constrained by its segments\r\n   node=find(vpn==0); % Free node to place\r\n  \r\n   cptr=1;\r\n   for fseg=1:nseg\r\n    if prod(vpn(mseg(fseg,:))),continue;end % Both seg vertices placed\r\n    MM=msegMM(fseg,:);  % Create [Min Max] vector\r\n    Node2=mseg(fseg,:);\r\n    Node2(Node2==node)=[]; % Reduce Node2 to a single value of the set vertex\r\n    \r\n    if cptr==1 % create an initial list of all in range and then inpolygon\r\n     Lmm=ceil(MM(2)^.5);\r\n     dmap=(0:Lmm).^2;\r\n     dmap=repmat(dmap,Lmm+1,1);\r\n     dmap=dmap+dmap'; % Create a 2D map of distance squared from [0,0]. dmap(1,1) is [0,0]\r\n     % This 2D map is of the Positive XY quadrant.  The goal will be to find  all valid [dx dy]\r\n     dmap(dmap\u003cMM(1))=0; % Remove Points less than Min Seg length\r\n     dmap(1,:)=0; % ***      Remove Points greater than Max Seg length\r\n     [dx,dy]=find(dmap);\r\n     dx=dx-1; dy=dy-1; % remove 1,1 offset from grid\r\n     dxy=[dx dy;dx -dy;-dx dy;-dx -dy];% Create all valid deltas by symmetry about [0,0]\r\n     mxy=dxy+npxy(Node2,:);% Create matrix of all points in the valid region\r\n     % remove negatives from hole comparison as hole is all positive\r\n     mxy=mxy(mxy(:,1)\u003e=0,:); %         Speed option remove all points with neg x values\r\n     mxy=mxy(1,:);           % ***     Speed option remove all points with neg y values\r\n     in=inpolygon(mxy(:,1),mxy(:,2),hxy(:,1),hxy(:,2));\r\n     mxy=mxy(in,:); %    reduce to in-hole points\r\n     cptr=2;\r\n    else % test points from m for additional new fseg constraint and prune\r\n     Lmxy=size(mxy,1);\r\n     vmxy=ones(Lmxy,1); % Valid mxy vector\r\n     for ptrmxy=1:Lmxy\r\n      d2=sum((mxy(ptrmxy,:)-npxy(Node2,:)).^2); % Calc dist squared from mxy to Node2\r\n      if d2\u003cMM(1),vmxy(ptrmxy)=0;end %   clear vmxy for too short\r\n      if d2\u003eMM(2),vmxy(ptrmxy)=0;end %   clear vmxy for too long\r\n     end\r\n     mxy=mxy(vmxy\u003e0,:);\r\n     if isempty(mxy) %If no points left in mxy then vertex could not reach from set nodes\r\n      fail=1;\r\n      break;\r\n     end\r\n    end % cptr==1\r\n   end % fseg 1:nseg\r\n   if fail,continue;end\r\n   \r\n   npxy(node,:)=mxy(1,:); % solution found  are all valid??? Possible seg fail\r\n   \r\n   fprintf('Solution found\\n');\r\n   %hplot4(hxy,npxy,mseg,nseg,4,msegMM);\r\n   return;\r\n       \r\n  end % nphset\r\n end % ipnchk\r\n \r\n fprintf('No solution found\\n');\r\nend %Solve_ICFP047\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n\r\n%These routines can be used to read ICFP problems, write ICFP text file, and visualize the data\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  fid=fopen([num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n% function write_submission(npxy,pid)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission\r\n%  fprintf('{\"vertices\": [');\r\n%  fprintf(fid,'{\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end\r\n\r\n\r\n% function hplot(vxy,qxy,mseg,Lmseg,id)\r\n% %Need check of segment crossing a hole segment but ignore endpoint\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1)%length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i),'FontSize',12);\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    if in(mseg(i,1))+in(mseg(i,2))\u003c2\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment to OOB pt\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-')\r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%    \r\n%   axis tight\r\n%   axis ij\r\n%   hold off  \r\n% end % hplot\r\n\r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n% end % hplot3\r\n\r\n\r\n","test_suite":"%%\r\n% ICFP Problem  47  \r\n% 75% of hole edges not covered in solution. All hole vertices covered.\r\n% possible method force longest fig segment onto pair hole vertices then perms\r\n% brute force processing will take 180 seconds so not part of this cody challenge\r\ntic\r\n% ICFP Problem Id 47\r\n% nh 10  np 11\r\nepsilon=41323;\r\nhxy=[6 14;36 19;40 17;69 0;79 21;41 36;36 33;16 44;7 34;0 28;6 14];\r\npxy=[0 11;1 85;8 56;11 0;14 45;14 59;14 88;30 37;30 56;56 85;67 64];\r\nmseg=[1 4;4 8;8 5;5 1;8 11;11 10;10 9;9 8;5 6;6 9;9 7;7 2;2 6;6 3;3 5];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_ICFP047(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\nfor i=1:nseg\r\n L2pxyseg =  sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n L2npxyseg = sum((npxy(mseg(i,1),:)-npxy(mseg(i,2),:)).^2);\r\n if abs(L2npxyseg/L2pxyseg-1)*1000000 \u003e epsilon\r\n  valid = 0;\r\n  break;\r\n end\r\nend\r\nfprintf('%i %i\\n',npxy');\r\ntoc\r\nassert(isequal(valid,1))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":null,"edited_at":null,"deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-07-21T17:55:33.000Z","updated_at":"2021-07-22T01:54:06.000Z","published_at":"2021-07-22T01:54:06.000Z","restored_at":null,"restored_by":null,"spam":false,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. A final solution is shown to aid in programming. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"262\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"541\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"top\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 47 according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. Brute force of  problem 47 may take 180 seconds due to the 10 hole vertices.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) all lengths squared of npxy segments must match the pxy segments within an allowed epsilon, abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1)\u0026lt;= epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_ICFP047(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge requires a Score of zero. The npxy vertices set must contain an nchoosek(1:nP,nP-1) permutation of the hole vertices as number of figure vertices,nP, equals hole vertices, nH, plus one. One method would be to reduce the nchoosek to force the longest figure segment to fit across a pair of hole vertices.  This problem with its solution shown shows that a recursive point to available hole vertices could be a more general solution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files and to write ICFP solution files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":52427,"title":"ICFP2021 Hole-In-Wall: Solve Problem 4, Score=0, Bonus GLOBALIST assumed","description":"The ICFP held its annual 3-day contest in July 2021 with Hole-In-Wall. Contest Specification.\r\nThe contest folds the figure in Red to fit within the hole shown in light grey. The starting node/seg map to show guesses. \r\nThis Challenge is to solve ICFP problems 4 assuming the Bonus from Problem 57 of GLOBALIST is enabled according to the Specification when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. The GLOBALIST bonus allows individual segments to be over stretch/compressed as long as the total stretch delta per the Specification is not excessive.  The next Challenge will be to solve Problem 57 using recursion to unlock GLOBALIST for problem 4.\r\nValid is 1) all npxy vertices on or inside the hole, hxy 2) GLOBALIST:sum lengths squared of npxy segments normalized are under pxy segments within an allowed epsilon, sum(abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1))\u003c= Edges*epsilon/1000000.  Lsqr is length squared.\r\nScore is sum of minimum square distances to the figure from each unique hole vertex. \r\nnpxy=Solve_ICFP004(hxy, pxy, mseg, epsilon)  \r\nThis challenge requires a Score of zero. A starting set of nodes to place on holes is provided along with a suggestion of Segments to stretch.  One method is to anneal the points until lengths match the revised maximums. Annealing employs random point movement until a condition is met.  Protections against INF loops are required as annealing may get stuck.\r\nThe function template includes routines to read ICFP problem files, write ICFP solution files using Bonuses, and plots.\r\nThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use Register Team. Anyone can select Problems Page and then click problem numbers to see the puzzles and to download problem files.\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 922px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 461px; transform-origin: 407px 461px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 148.5px 8px; transform-origin: 148.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e held its annual 3-day contest in July 2021 with \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eHole-In-Wall\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 30.5px 8px; transform-origin: 30.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Contest \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379px 8px; transform-origin: 379px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. The starting node/seg map to show guesses. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 168px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 84px; text-align: left; transform-origin: 384px 84px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.5px 8px; transform-origin: 381.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to solve ICFP problems 4 assuming the Bonus from Problem 57 of GLOBALIST is enabled according to the \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2021.github.io/spec-v4.1.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpecification\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 332px 8px; transform-origin: 332px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. The GLOBALIST bonus allows individual segments to be over stretch/compressed as long as the total stretch delta per the Specification is not excessive.  The next Challenge will be to solve Problem 57 using recursion to unlock GLOBALIST for problem 4.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374.5px 8px; transform-origin: 374.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) GLOBALIST:sum lengths squared of npxy segments normalized are under pxy segments within an allowed epsilon, sum(abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1))\u0026lt;= Edges*epsilon/1000000.  Lsqr is length squared.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003ca target='_blank' href = \"https://www.mathworks.com/matlabcentral/cody/problems/52308\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eScore\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 253px 8px; transform-origin: 253px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 157.5px 8px; transform-origin: 157.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"font-weight: 700; \"\u003enpxy=Solve_ICFP004(hxy, pxy, mseg, epsilon)\u003c/span\u003e\u003c/span\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e  \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 377.5px 8px; transform-origin: 377.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge requires a Score of zero. A starting set of nodes to place on holes is provided along with a suggestion of Segments to stretch.  One method is to anneal the points until lengths match the revised maximums. Annealing employs random point movement until a condition is met.  Protections against INF loops are required as annealing may get stuck.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 368.5px 8px; transform-origin: 368.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe function template includes routines to read ICFP problem files, write ICFP solution files using Bonuses, and plots.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 379.5px 8px; transform-origin: 379.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/register\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRegister Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 43.5px 8px; transform-origin: 43.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. Anyone can select \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://poses.live/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eProblems Page\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 259px 8px; transform-origin: 259px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 358px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 179px; text-align: left; transform-origin: 384px 179px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: top;width: 776px;height: 358px\" 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\" data-image-state=\"image-loaded\" width=\"776\" height=\"358\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function npxy=Solve_ICFP004(hxy,pxy,mseg,epsilon)\r\n% Annealing Solver with Gloabalist Bonus tweak\r\n% Create list of nodes that are placed on hole nodes\r\n% Adjust Segment Max lengths for select segments\r\n% Place hole vertex values into npxy array\r\n% npxy values outside hole are randomly placed inside hole\r\n% as all jiggles are checked for staying in hole\r\n% This routine lacks edge crossing check\r\n% Infinite jiggle traps exist so iterations are limited followed\r\n% by node being randomly placed\r\n% Anneal by moving selected node to/away from goal node with\r\n% directional randomness eg to Bottom Right [1 1;1 0;0 1\r\n% to Top Left the move options would be [-1 -1;-1 0;0 -1]\r\n\r\n npxy=pxy;\r\n np=size(npxy,1); % figure/pose vertices\r\n nhp1=size(hxy,1); % hole vertices\r\n nh=nhp1-1;\r\n nseg=size(mseg,1);\r\n \r\n msegMM=calc_msegMM(pxy,mseg,epsilon,nseg); %Create Min and Max segment integer values\r\n\r\n%By inspection assign these nodes to the hole vertices. See Challenge page Figure \r\n%Revise msegMM for Bonus Stretch of Problem 4\r\n  msegMM([9 46],2)=20*20; % Fit segs 9 and 46 to hole\r\n  msegMM(49,2)=2*msegMM(49,2); %Allow Extend seg 49\r\n  msegMM(50,2)=2*msegMM(50,2); %Allow extend seg 50\r\n%starting at top left\r\n  p2hEdge=[7 27 16 35 42 41 38 23 12 6 5]'; %Assign nodes to hole vertices\r\n  npxy(p2hEdge,:)=hxy(1:nh,:);\r\n \r\n %hplot(hxy,pxy,mseg,nseg,1);\r\n %hplot3(hxy,npxy,mseg,nseg,3,msegMM);\r\n %pause(0.01)\r\n \r\n %Create a simple matrix for indexing in hole positions\r\n %Simple vector calculations determines good/bad node\r\n %May need a -1 check for x or y\r\n xhmax=max(hxy(:,1)); %hole node 0:79 thus 80 47 mod by xchmax\r\n xhmax1=xhmax+1;\r\n yhmax=max(hxy(:,2)); %[x,y]*[1;80]+1 to make in-index\r\n %[x,y]*[1;xhmax+1]+1\r\n dmap=ones(xhmax+1,yhmax+1); % x=column, y=row  hxy(col=x,row=y)\r\n [dx,dy]=find(dmap); %in vector TL2BR across figures L2R,T2B\r\n dxy=[dx dy]-1;\r\n in=inpolygon(dxy(:,1),dxy(:,2),hxy(:,1),hxy(:,2));\r\n hdxy=dxy(:,1)\u003c0; % make logical hdxy of entire board\r\n hdxy(in,:)=1; % [0,0] maps to 1, [1,0] is 2, [79,0] is 80,\r\n %hdxy holds oversized hole map\r\n phdxy=find(hdxy); % Pointer to all in-hole nodes\r\n Lphdxy=nnz(phdxy); % used for outside hole and infinite loops\r\n % new_xy=dxy(phdxy(randi(Lphdxy)),:);\r\n \r\n fprintf('IN-Hole Nodes:%i  HoleV:%i FigV:%i\\n',nnz(hdxy),nh,np);\r\n  \r\n %Problem 4 Solution format in JSON using Bonus from Problem 57\r\n %{\"bonuses\":[{\"bonus\":\"GLOBALIST\",\"problem\":57}],\r\n %\"vertices\": [[0,0],[0,0],[0,0],[0,0],[5,50],[30,70],[0,0],\r\n %...,[73,45]]}\r\n\r\n% ICFP Problem Id 4\r\n% nh 11  np 43 nseg 50\r\n% epsilon=200000;\r\n% hxy=[5 5;35 15;65 15;95 5;95 50;70 70;70 90;50 95;30 90;30 70;\r\n%      5 50;5 5];\r\n% pxy=[10 10;10 25;10 35;15  5;15 30;20 50;30  5;30 30;30 35;30 50;\r\n%      30 55;30 65;35 45;35 60;40  5;40 20;40 30;40 45;40 60;40 80;\r\n%      45 50;45 55;50 95;55 20;55 50;55 55;60  5;60 30;60 35;60 45;\r\n%      60 60;60 80;65 45;65 60;70  5;70 50;70 55;70 65;80 30;80 35;\r\n%      80 50;90 5;90 35];\r\n% mseg=[23 32;32 20;20 23;32 38;38 12;12 20;12 6;38 41;11 10;10 13;13 18;18 21;21 22;22 19;19 14;14 11;34 37;37 36;36 33;33 30;30 25;25 26;26 31;31 34;6 3;43 41;41 36;25 21;10 6;7 4;4 1;1 2;2 5;5 8;15 16;16 17;17 28;28 24;24 27;27 15;16 24;42 39;39 35;8 9;28 29;39 40;43 40;40 29;29 9;9 3];\r\n%Cody mseg cleaned and sorted\r\n%mseg=[1 2;1 4;2 5;3 6;3 9;4 7;5 8;6 10;6 12;8 9;9 29;10 11;10 13;11 14;12 20;12 38;13 18;14 19;15 16;15 27;16 17;16 24;17 28;18 21;19 22;20 23;20 32;21 22;21 25;23 32;24 27;24 28;25 26;25 30;26 31;28 29;29 40;30 33;31 34;32 38;33 36;34 37;35 39;36 37;36 41;38 41;39 40;39 42;40 43;41 43];\r\n  \r\n%  hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%  pause(0.1);\r\n  \r\n  pstatus=zeros(np,1); %Status 0/1/2/3=Final, nseg attached, \r\n  pstatus(p2hEdge,1)=3; % Assign as Fixed node status\r\n  \r\n  %Find all nodes outside hole and randomly place inside\r\n  % should prioitize these but not implemented.\r\n  \r\n  %Find all segments with issues\r\n  %Grab all nodes of problem segments\r\n  %remove nodes that are pstatus==3\r\n  nodechk=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\n  %Find all nodes that are outside hole and randomly place in-hole\r\n  for i=find(~nodechk)'\r\n   npxy(i,:)=[0 0]; %    *****  Line changed from working program  *****\r\n  end\r\n  \r\n  ztic=tic; % while timer\r\n  iter=0; % purely informational\r\n  badnodes=zeros(1,np);\r\n  %Hole intersect check not required for Problem 4 with given Starts\r\n  while toc(ztic)\u003c10 % repeat until anneal solves, should be quick usually \u003c 1.2s\r\n   iter=iter+1; %Tracking number of anneal iterations for info only\r\n   segchk=ones(nseg,1);\r\n   for i=1:nseg % Find bad segments to identify nodes to jiggle\r\n    segchk(i)=prod(msegMM(i,:)-dist2(npxy(mseg(i,1),:),npxy(mseg(i,2),:)) )\u003e0;\r\n   end\r\n   segnodes=mseg(find(segchk),:);\r\n   badnodes(segnodes(:))=1;\r\n   badnodes(pstatus(:,1)==3)=0; %Remove placed nodes from bad list\r\n  \r\n   if nnz(badnodes)==0  % If no badnodes then problem solved\r\n%    hplot3(hxy,npxy,mseg,nseg,4,msegMM); % hplot3 exists below for out of cody usage\r\n   \r\n    vLB2=sum((pxy(mseg(:,1),:)-pxy(mseg(:,2),:)).^2,2); %Method to evaluate GLOBALIST function\r\n    vLN2=sum((npxy(mseg(:,1),:)-npxy(mseg(:,2),:)).^2,2);\r\n    ET=epsilon*nseg/1e6;\r\n    ETseg=[[1:nseg]' mseg vLB2 vLN2 vLN2./vLB2 abs(vLN2./vLB2-1)]; % Info table\r\n%    fprintf('%2i %2i %2i  %4i  %4i   %.3f   %.3f\\n',ETseg')\r\n    fprintf('Cody ET Performance: ET Lim:%.3f  Current ET:%.3f\\n',ET,sum(ETseg(:,end)));\r\n   \r\n    fprintf('Solution found in %i iterations,  %.1fs\\n',iter,toc(ztic));\r\n   \r\n%    pause(0.1);\r\n    return; % No bad nodes , return the solution has been found\r\n   end\r\n  \r\n   setbn=find(badnodes);\r\n   %Perfom jiggle on randomized bad nodes\r\n   for jptr= 0                          % *****  Line changed from working program  *****\r\n    jxy=npxy(jptr,:);\r\n   \r\n    jsegs=[find(mseg(:,1)==jptr);find(mseg(:,2)==jptr)];\r\n    Ljsegs=size(jsegs,1);\r\n    jsegnodes=sum(mseg(jsegs,:)-jptr,2)+jptr;\r\n    jsegxy=npxy(jsegnodes,:);\r\n    \r\n   vjsegs=jsegs*0; %1 is valid\r\n   for i=1:Ljsegs\r\n    vjsegs(i)=prod(msegMM(jsegs(i),:)-sum((jxy-jsegxy(i,:)).^2))\u003c=0;\r\n   end\r\n   if nnz(vjsegs==0)==0\r\n    continue; % can this be reached?  if outside hole placement occurs to good/good\r\n   end % ALL Valid\r\n   \r\n   for i=1:Ljsegs\r\n    if vjsegs(i),continue;end % original length okay \r\n    \r\n     subiter=0; %Break out of jiggle inf loop\r\n    if sum((jxy-jsegxy(i,:)).^2)\u003emsegMM(jsegs(i),2) %too long\r\n     %Perform rand pick of 3 moves until no longer too long\r\n     while sum((jxy-jsegxy(i,:)).^2)\u003emsegMM(jsegs(i),2)\r\n    % Create quadrant directed approach jiggle\r\n      deltaxy=-sign(jxy-jsegxy(i,:)).*[1 1;0 1;1 0];\r\n      if sum(abs(deltaxy(:,1)))==0 % avoid linear inf loop\r\n       deltaxy(:,1)=[0 0 0];  % *****  Line changed from working program  *****\r\n      elseif sum(abs(deltaxy(:,2)))==0\r\n       deltaxy(:,2)=[0 0 0];  % *****  Line changed from working program  *****\r\n      end\r\n      \r\n      % add a random directed deltaxy\r\n      tjxy=jxy+[0 0];          % *****  Line changed from working program  *****\r\n      if ~hdxy(tjxy*[1;xhmax1]+1) %Banging thru wall\r\n       subiter=subiter+1; % Break out of infinite loop       \r\n       if subiter\u003e10\r\n        subiter=0;\r\n        %Place node at random in-hole\r\n        jxy=[0 0];           %  *****  Line changed from working program  *****\r\n        npxy(jptr,:)=jxy;\r\n%       hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%       pause(0.1); \r\n       end\r\n       continue;\r\n      end % stepped out of hole\r\n      jxy=tjxy; % random move in direction goal node\r\n      npxy(jptr,:)=jxy;\r\n       %hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n       %pause(0.1);\r\n     end % while too long\r\n     \r\n    else % must be too short, Push away\r\n     %Perform rand pick of 3 moves until no longer too short\r\n     while sum((jxy-jsegxy(i,:)).^2)\u003cmsegMM(jsegs(i),1)\r\n      deltaxy=sign(jxy-jsegxy(i,:)).*[1 1;0 1;1 0]; %mov deltas\r\n    % Create quadrant directed push away jiggle\r\n      if sum(abs(deltaxy(:,1)))==0 % avoid linear inf loop, no 0 0 move\r\n       deltaxy(:,1)=[0 -1 1];\r\n      elseif sum(abs(deltaxy(:,2)))==0\r\n       deltaxy(:,2)=[0 -1 1];\r\n      end\r\n      \r\n      tjxy=jxy+deltaxy(randi(3),:); % Randomize selection\r\n      if ~hdxy(tjxy*[1;xhmax1]+1) %check jiggle goes outside hole\r\n       subiter=subiter+1; % Break out of locked position\r\n       %Pushing a node into a corner can create inf loop when\r\n       %using directed quadrant push\r\n       if subiter\u003e10\r\n        subiter=0;\r\n        jxy=dxy(phdxy(randi(Lphdxy)),:);  %Place node at random in-hole\r\n        npxy(jptr,:)=jxy;\r\n%       hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%       pause(0.1);\r\n       end\r\n       continue;\r\n      end % stepped out of hole\r\n      jxy=tjxy; % random move in direction goal node\r\n      npxy(jptr,:)=jxy;\r\n       %hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n       %pause(0.1);    \r\n     end % while too short\r\n    \r\n    end %  if Long or Short msegMM\r\n    break; %perform jiggle on only first Lseg  (need to randomize?)\r\n   end % i Ljsegs\r\n  \r\n  end % jptr\r\n   badnodes=badnodes*0; % reset badnodes   \r\n%      hplot3(hxy,npxy,mseg,nseg,4,msegMM);\r\n%      pause(0.1);\r\n  end % while 1\r\n  \r\nend %Solve_ICFP004\r\n\r\nfunction d2=dist2(a,b)\r\n% distance squared a-matrix to b-vector \r\n d2=sum((a-b).^2,2);\r\nend %dist2\r\n\r\nfunction msegMM=calc_msegMM(pxy,mseg,epsilon,nseg)\r\n%determine Min and Max integer value of allowed length squared for each segment\r\n%abs(Lsqr(npxy,seg(i))/Lsqr(pxy,seg(i))-1)\u003c= epsilon/1000000.\r\n%mseg has indices of connected vertices [nseg,2].  The nseg may exceed number of vertices.\r\n msegMM=zeros(nseg,2);\r\n for i=1:nseg\r\n  Lseg=sum((pxy(mseg(i,1),:)-pxy(mseg(i,2),:)).^2);\r\n  delta=floor(epsilon*Lseg/1000000);\r\n  msegMM(i,:)=[-delta delta]+Lseg;\r\n end\r\nend % calc_msegMM\r\n\r\n% function [epsilon,hxy,pxy,mseg]=read_problem(pid)\r\n%  path='D:\\Users\\oglraz\\Documents\\MATLAB\\ICFP\\2021_Hole\\all_problems';\r\n%  fid=fopen([path '\\' num2str(pid) '.problem'],'r');\r\n%   pstr=fgetl(fid);\r\n%  fclose(fid)\r\n%  \r\n%  Lpstr=length(pstr);\r\n%  holidx=findstr('\"hole\":[[',pstr); %starting location match\r\n%  epsidx=findstr('\"epsilon\":',pstr);\r\n%  figidx=findstr(',\"figure\"',pstr);\r\n%  edgidx=findstr('\"edges\":[[',pstr);\r\n%  veridx=findstr('\"vertices\":[[',pstr);\r\n%  epsilon=str2num(pstr(epsidx+10:figidx-1));\r\n%  \r\n%  hxy=reshape(str2num(pstr(holidx+8:epsidx-3)),2,[])';\r\n%  hxy=[hxy;hxy(1,:)]; %repeat row1 to close path\r\n%  \r\n%  pxy=reshape(str2num(pstr(veridx+12:Lpstr-3)),2,[])';\r\n%  \r\n%  mseg=reshape(str2num(pstr(edgidx+9:veridx-3)),2,[])'+1;\r\n% end % read_problem\r\n\r\n%Problem 4 JSON\r\n %{\"bonuses\":[{\"bonus\":\"BREAK_A_LEG\",\"problem\":63,\"position\":[95,26]},\r\n %{\"bonus\":\"BREAK_A_LEG\",\"problem\":92,\"position\":[5,32]}],\r\n %\"hole\":[[5,5],[35,15],[65,15],[95,5],[95,50],[70,70],[70,90],[50,95],\r\n %[30,90],[30,70],[5,50]],\"epsilon\":200000,\"figure\":{\r\n %\"edges\":[[22,31],[31,19],[19,22],[31,37],[37,11],[11,19],[11,5],\r\n %[37,40],[10,9],[9,12],[12,17],[17,20],[20,21],[21,18],[18,13],\r\n %[13,10],[33,36],[36,35],[35,32],[32,29],[29,24],[24,25],[25,30],\r\n %[30,33],[5,2],[42,40],[40,35],[24,20],[9,5],[6,3],[3,0],[0,1],[1,4],\r\n %[4,7],[14,15],[15,16],[16,27],[27,23],[23,26],[26,14],[15,23],[41,38],\r\n %[38,34],[7,8],[27,28],[38,39],[42,39],[39,28],[28,8],[8,2]],\r\n %\"vertices\":[[10,10],[10,25],[10,35],[15,5],[15,30],[20,50],[30,5],\r\n %[30,30],[30,35],[30,50],[30,55],[30,65],[35,45],[35,60],[40,5],[40,20],\r\n %[40,30],[40,45],[40,60],[40,80],[45,50],[45,55],[50,95],[55,20],\r\n %[55,50],[55,55],[60,5],[60,30],[60,35],[60,45],[60,60],[60,80],\r\n %[65,45],[65,60],[70,5],[70,50],[70,55],[70,65],[80,30],[80,35],\r\n %[80,50],[90,5],[90,35]]}}\r\n\r\n% function write_bonus_submission(npxy,pid,bonus_type,bonus_prob)\r\n%  fname=['Solution_' num2str(pid) '_' datestr(now,'yyyymmdd_HHMMSS') '.txt'];\r\n%  %fn=['zH' datestr(now,'yyyymmdd_HHMMSS') '.html'];\r\n%  fid=fopen(fname,'wt'); % t for notepad editing\r\n%  \r\n%  %Create ICFP submission with a bonus\r\n%  fprintf('{\"bonuses\":[{\"bonus\":\"%s\",\"problem\":%s}],',bonus_type,num2str(bonus_prob));\r\n%  fprintf(fid,'{\"bonuses\":[{\"bonus\":\"%s\",\"problem\":%s}],',bonus_type,num2str(bonus_prob));\r\n%  fprintf('\"vertices\": [');\r\n%  fprintf(fid,'\"vertices\": [');\r\n%  for i=1:size(npxy,1)-1 \r\n%   fprintf('[%i,%i],',npxy(i,:));\r\n%   fprintf(fid,'[%i,%i],',npxy(i,:));\r\n%  end \r\n%  fprintf('[%i,%i]]}\\n',npxy(end,:));\r\n%  fprintf(fid,'[%i,%i]]}\\n',npxy(end,:));\r\n%  fclose(fid);\r\n% end %write_submission_bonus\r\n% \r\n% \r\n% \r\n% function hplot3(vxy,qxy,mseg,Lmseg,id,segMM)\r\n%  segMNM=[segMM(:,1) segMM(:,1)+segMM(:,2) segMM(:,2)];\r\n%  [in] = inpolygon(qxy(:,1),qxy(:,2),vxy(:,1),vxy(:,2)); % inside or on edge\r\n%  figure(id)\r\n%   plot(vxy(:,1),vxy(:,2),'k.-') % hole polygon\r\n%   hold on\r\n%   plot(qxy(in,1),qxy(in,2),'b*') % points inside\r\n%   plot(qxy(~in,1),qxy(~in,2),'ro') % points outside\r\n%   for i=1:size(qxy,1) %length(xq)\r\n%    text(qxy(i,1)+.75,qxy(i,2)-1.5,num2str(i));\r\n%   end\r\n%   \r\n%   for i=1:Lmseg\r\n%    d2seg=(qxy(mseg(i,1),1)-qxy(mseg(i,2),1))^2+(qxy(mseg(i,1),2)-qxy(mseg(i,2),2))^2;\r\n%    if d2seg\u003csegMNM(i,1)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'b-') % segment too short\r\n%    elseif d2seg\u003esegMNM(i,3)\r\n%      plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'r-') % segment too long\r\n%    else\r\n%     plot(qxy(mseg(i,:),1),qxy(mseg(i,:),2),'g-') \r\n%    end\r\n%    text(sum(qxy(mseg(i,:),1))/2,sum(qxy(mseg(i,:),2))/2,num2str(i),'Color','b');\r\n%   end\r\n%   \r\n%   %o+*.x_|sd^v\u003e\u003cph\r\n%   %colors ymcrgbwk\r\n%   \r\n%   axis tight\r\n%   axis ij\r\n%   hold off\r\n%end % hplot3\r\n\r\n","test_suite":"%%\r\n% ICFP Problem  4  \r\n% Assume that globalist bonus is enabled so the strict edge lengths are not required\r\n%\r\n%Problem 4 Solution format in JSON using Bonus from Problem 57\r\n%{\"bonuses\":[{\"bonus\":\"GLOBALIST\",\"problem\":57}],\r\n%\"vertices\": [[0,0],[0,0],[0,0],[0,0],[5,50],[30,70],[0,0],\r\n%...,[73,45]]}\r\ntic\r\n% ICFP Problem Id 4\r\n% nh 11  np 43 nseg 50\r\nepsilon=200000;\r\nhxy=[5 5;35 15;65 15;95 5;95 50;70 70;70 90;50 95;30 90;30 70;5 50;5 5];\r\npxy=[10 10;10 25;10 35;15 5;15 30;20 50;30 5;30 30;30 35;30 50;30 55;30 65;35 45;35 60;40 5;40 20;40 30;40 45;40 60;40 80;45 50;45 55;50 95;55 20;55 50;55 55;60 5;60 30;60 35;60 45;60 60;60 80;65 45;65 60;70 5;70 50;70 55;70 65;80 30;80 35;80 50;90 5;90 35];\r\nmseg=[1 2;1 4;2 5;3 6;3 9;4 7;5 8;6 10;6 12;8  9;9 29;10 11;10 13;11 14;12 20;12 38;13 18;14 19;15 16;15 27;16 17;16 24;17 28;18 21;19 22;20 23;20 32;21 22;21 25;23 32;24 27;24 28;25 26;25 30;26 31;28 29;29 40;30 33;31 34;32 38;33 36;34 37;35 39;36 37;36 41;38 41;39 40;39 42;40 43;41 43];\r\nnseg=size(mseg,1);\r\nnpxy=Solve_ICFP004(hxy,pxy,mseg,epsilon);\r\nvalid=isequal(npxy,round(npxy));\r\nvalid=valid*isequal(size(npxy),size(pxy));\r\nfor i=1:size(hxy,1) % verify all holes covered\r\n valid=valid*(min(sum(abs(npxy-hxy(i,:)),2))==0);\r\nend\r\nin=inpolygon(npxy(:,1),npxy(:,2),hxy(:,1),hxy(:,2));\r\nvalid=valid*(nnz(in==0)==0);\r\n\r\nvLB2=sum((pxy(mseg(:,1),:)-pxy(mseg(:,2),:)).^2,2); % Base seg d2\r\nvLN2=sum((npxy(mseg(:,1),:)-npxy(mseg(:,2),:)).^2,2); % New seg d2\r\nET=epsilon*nseg/1e6; %Total allowed stretch  10.00\r\nETseg=abs(vLN2./vLB2-1);\r\nETP=sum(ETseg);\r\nvalid=valid*(ETP\u003c=ET);\r\n\r\nfprintf('ET Lim:%.3f  Current ET:%.3f\\n',ET,ETP);\r\nfprintf('%i %i\\n',npxy');\r\ntoc\r\nassert(isequal(valid,1))\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2022-09-13T15:37:03.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2021-08-05T03:23:08.000Z","updated_at":"2022-09-13T15:37:03.000Z","published_at":"2021-08-05T04:53:23.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e held its annual 3-day contest in July 2021 with \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eHole-In-Wall\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Contest \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe contest folds the figure in Red to fit within the hole shown in light grey. The starting node/seg map to show guesses. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to solve ICFP problems 4 assuming the Bonus from Problem 57 of GLOBALIST is enabled according to the \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2021.github.io/spec-v4.1.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpecification\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e when given the hole vertices in hxy, original figure vertices in pxy, segment matrix mseg, and epsilon. The hxy matrix is [N+1,2] where N is number of hole vertices. A repeat of the first vertex occurs for drawing the hole.  The pxy(original) and npxy(final) matrices are [P,2] where P is the number of figure vertices. The mseg indicates connected vertices that must maintain a length as a function of epsilon from the original length. The final figure vertices must be integer thus the allowed fuzziness of segment lengths. The GLOBALIST bonus allows individual segments to be over stretch/compressed as long as the total stretch delta per the Specification is not excessive.  The next Challenge will be to solve Problem 57 using recursion to unlock GLOBALIST for problem 4.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eValid is 1) all npxy vertices on or inside the hole, hxy 2) GLOBALIST:sum lengths squared of npxy segments normalized are under pxy segments within an allowed epsilon, sum(abs(Lsqr(npxy,seg(i,:))/Lsqr(pxy,seg(i,:))-1))\u0026lt;= Edges*epsilon/1000000.  Lsqr is length squared.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.mathworks.com/matlabcentral/cody/problems/52308\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eScore\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e is sum of minimum square distances to the figure from each unique hole vertex. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:rPr\u003e\u003cw:b/\u003e\u003c/w:rPr\u003e\u003cw:t\u003enpxy=Solve_ICFP004(hxy, pxy, mseg, epsilon)\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:r\u003e\u003cw:t\u003e  \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge requires a Score of zero. A starting set of nodes to place on holes is provided along with a suggestion of Segments to stretch.  One method is to anneal the points until lengths match the revised maximums. Annealing employs random point movement until a condition is met.  Protections against INF loops are required as annealing may get stuck.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe function template includes routines to read ICFP problem files, write ICFP solution files using Bonuses, and plots.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2021 Hole In Wall contest site has enabled a public user login to allow submissions. A login must be created to access all the problems and to submit solutions. Solutions are simple text files. Other challenges will show reading files, drawing figures, and producing submission files. To fully access the ICFP/Problems site use \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/register\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRegister Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. Anyone can select \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://poses.live/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eProblems Page\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e and then click problem numbers to see the puzzles and to download problem files.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"358\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"776\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"top\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" 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\",\"relationship\":null}],\"relationships\":[{\"relationshipType\":\"http://schemas.mathworks.com/matlab/code/2013/relationships/document\",\"target\":\"/matlab/document.xml\",\"relationshipId\":\"rId1\"}]}"},{"id":58429,"title":"ICFP 2022 - RoboPaint Swaps","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/19/23.\r\nThe final round of the contest gave a Baseline png with a matrix of pointers to the blocks giving their regions.\r\nIn the contest the leaders tossed the Baseline images as the Swapping function cost was too high, 3*100 per swap thus 30K for this case. Sawicki, aka FrictionlessBananas, scored 15K including 10K for img delta on puzzle 28.\r\nThis challenge is to recreate the Goal.png,[m,n,3] matrix,G, from a Baseline.png matrix,B that is broken into 100 square blocks [40,40] with indices 1:100 where 1:10 is left side and 91:100 is the right side.\r\nThe output is an Nx2 matrix for swapping blocks [from to] with N\u003c100. Thus [1 100] would swap the Top Left with Bottom Right block.\r\nG B\r\n","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 620.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 310.25px; transform-origin: 407px 310.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/19/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 341.5px 8px; transform-origin: 341.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe final round of the contest gave a Baseline png with a matrix of pointers to the blocks giving their regions.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 376.5px 8px; transform-origin: 376.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eIn the contest the leaders tossed the Baseline images as the Swapping function cost was too high, 3*100 per swap thus 30K for this case. Sawicki, aka FrictionlessBananas, scored 15K including 10K for img delta on puzzle 28.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 376.5px 8px; transform-origin: 376.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to recreate the Goal.png,[m,n,3] matrix,G, from a Baseline.png matrix,B that is broken into 100 square blocks [40,40] with indices 1:100 where 1:10 is left side and 91:100 is the right side.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.5px 8px; transform-origin: 375.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe output is an Nx2 matrix for swapping blocks [from to] with N\u0026lt;100. Thus [1 100] would swap the Top Left with Bottom Right block.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 305.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 152.75px; text-align: left; transform-origin: 384px 152.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 5.5px 8px; transform-origin: 5.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eG\u003c/span\u003e\u003c/span\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 300px;height: 300px\" 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\" 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data-image-state=\"image-loaded\" width=\"300\" height=\"300\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function swaps=ICFP2022_Swap(G,B,blkrrcc);\r\n% G Goal png [400,400,3] uint8\r\n% B Baseline  png, Created by scrambling 100 40x40 blocks of G\r\n% blkrrcc is [100 4] matrix of block corners [Toprow Botrow Lcol Rcol], [1 40 1 40] is blk 1\r\n%Output: swaps is to be an [N,2] matrix with N\u003c100 detailing block swap sequence\r\n  swaps=[];\r\n% 1: Map the Gidx for every Bidx\r\n% 2: Create swaps sequence\r\nend","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n%16.png\r\n% G=webread(url); urlwrite(url,fname) then imread\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1sG3ycW-cUw3UgO1n0FpEAOTvZzS5tDgW');\r\n\r\n %Create Block Map: TopRow BotRow LeftCol RightCol\r\n blkbase=[1:40:400; 40:40:400; ones(1,10); 40*ones(1,10)]';\r\n blkrrcc=blkbase;\r\n for i=1:9\r\n  blkrrcc=[blkrrcc; [blkbase(:,1:2) blkbase(:,3:4)+40*i] ];\r\n end\r\n %Perform Scramble\r\n rv=rand(100,1);\r\n [rva,ridx]=sort(rv); % ridx is randomized 1:100\r\n \r\n B=G; %B is Base array, a blocked scramble of G the Goal\r\n for i=1:100\r\n  B(blkrrcc(i,1):blkrrcc(i,2),blkrrcc(i,3):blkrrcc(i,4),:)= ...\r\n  G(blkrrcc(ridx(i),1):blkrrcc(ridx(i),2),blkrrcc(ridx(i),3):blkrrcc(ridx(i),4),:);\r\n end\r\n\r\n swaps=ICFP2022_Swap(G,B,blkrrcc);\r\n \r\n fprintf('Swaps:%i\\n',size(swaps,1));\r\n swaps\r\n \r\n if size(swaps,1)\u003c100  %Process swaps\r\n  for i=1:size(swaps,1)\r\n   bf=swaps(i,1); % From\r\n   b2=swaps(i,2); % To\r\n   temp= B(blkrrcc(b2,1):blkrrcc(b2,2),blkrrcc(b2,3):blkrrcc(b2,4),:);\r\n   B(blkrrcc(b2,1):blkrrcc(b2,2),blkrrcc(b2,3):blkrrcc(b2,4),:)= ...\r\n     B(blkrrcc(bf,1):blkrrcc(bf,2),blkrrcc(bf,3):blkrrcc(bf,4),:);\r\n   B(blkrrcc(bf,1):blkrrcc(bf,2),blkrrcc(bf,3):blkrrcc(bf,4),:)=temp;\r\n   %figure(3);image(I); % Processing View\r\n  end\r\n end\r\n \r\nvalid=isequal(G,B);\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-19T16:51:37.000Z","deleted_by":null,"deleted_at":null,"solvers_count":3,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-19T15:54:04.000Z","updated_at":"2023-06-19T16:51:39.000Z","published_at":"2023-06-19T16:51:39.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/19/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe final round of the contest gave a Baseline png with a matrix of pointers to the blocks giving their regions.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eIn the contest the leaders tossed the Baseline images as the Swapping function cost was too high, 3*100 per swap thus 30K for this case. Sawicki, aka FrictionlessBananas, scored 15K including 10K for img delta on puzzle 28.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to recreate the Goal.png,[m,n,3] matrix,G, from a Baseline.png matrix,B that is broken into 100 square blocks [40,40] with indices 1:100 where 1:10 is left side and 91:100 is the right side.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe output is an Nx2 matrix for swapping blocks [from to] with N\u0026lt;100. 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w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc 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rc1Xpgp+9Z4PQYihRX52357f+eff/tgrc6cT4JARHh//4nX+YmvwN1Zy8Gzs/YA9+xG1YTpkedZCx6DuQaiigpsrQJKRGQFbIKH0s9JOFcskDzDkec48FRDzFg+8w5p/h5EsJZTy4ZoUGph+WL2F+GB/t69E8y+qO2g1oPRO1sRRCZjdYYbc+b3MrJI8ZWVPSjP2dmsXMpAsJUNRNCq4CdjPGFpdvlt5/l4IhKUqqzleDZUCMqYJ2WrWdi+TrTIFf8ULYZK3ufes6KKFbhkIW8lVZPn5yf7Viil0Pug1EqxwpypbKwxkMj75RL52XqdERRi4h4UqyBCay3vtIBpQAThi2JbQcwICmOevN8PDOF8PLFSqM04bjvn+UwJKvS6gM77lzsrnOdjoSopOeDsewUZmOTBMANfwTgHbW+YKWOctKaUCnMKo794v+3c9o3nmNlOrUUj5Sq/ApxocOwZ9EoxtmYZwBX6nDQTNJxajFIq79udz88TJCWLMSZWC2IQKI9xsu8HMoValONWQOF1BmJK9MlYwr5vfHx8UEplLmfORW2CIOy3L9mFxeTx+YO67SDG6C9EhRWXzPKMq+2eqChmymt0nr3jmj92BoGUAT1SZqvtQLRdrXhWDu6w1sS0oShqggi4B3hQqtHnTEmJwAiISWvG2T9RFlCotoMUijutTdZ6sLdCX3BORdgJy2Q0VxYPhSBw6u2g6UapkZXmMvrLUSmoVdZyzteTtjVKzQpDpDB6YFazsrfJdlTe7jvluVOKsDclxic/ni/MLCXT4WzbTqtKiKJa0Ks6jnBQMJTWGn1MhhmPEOr2RnhHOdFqSBVUCnMu7vc7vgRCCRzRST8Hv/z8jZ/f7pxzcfv2hf/wn/4zLy/ocVDkoK0HeODLKXsFSrb9EZgLVjKpZ1GxsXxgxTnXiaJsx87n6KwV3N6+sO0pM7UqVM2gNlwu2W7yer6Q0ti37HDl7aCYMtbi8/OFlp39OFCDXbJ6FoEl2b1ghrhQWxZFdVPcAm07upyZR4OPz5SLm2WR8Tq/E7Fz39+I9eSck3/6+MBVQBpHVdZ80vaNz8/fmGugGlQzjn1Dxa67PkHy7EfACmEtMDVMUmIpRRCJq6vO4goE051YwXHUKwkpy1emQysEG+4nUbIo2Mqd2UdKeBGoZKc9PaX2CNCAfbvjnp291o2xHDT/uwVgwhLBl7KmIUUpNbtNrYYtRSgEDhjbbcNTrEUQqmTCEQFrjZDgPCe9TxrB8XZgovS1UhqVLDQ8guN2T8nLg7ZV1pp4DELAVDn2LJbKvpH9W1zJdSNc6H2wHztmweePj5SlA+Z5UkRRA7Ga7yZWvhMpaMnib982zMhO8BysFUgpjDPlehV4PE+e5wv5u3/730SpO7f7t2xp18ltL5Sa+vy5OoRmXjKhr8BKwUwwU9p28OMxeL5e7LXg8eL9fSPWpCo8nx2s4MA8Fy5GLY3wQa2ACL4CjXL5L4vuQbBSBxcjXHidL9wnx35DyXbPI1DNSjfbUmPMdbW4G2cf1H1LXT0VvKxMAkKCclT66RQThnea5Dnvy0FKSj1hjLFQ7eybcfbJcjCrjDHQohTbmGMw18kYHZPKn376M8ex+Pjxg18/B207eD2eiAh6mSSiQm2WraKmVquSQUMF2lZYq7Nmtp5qkgnmPAnPquQcA7MND9j3jVgw54m1ioeiItz2mglXhRWD3j/xWERUtBxY3bBYmA3EX8TqoJXTC2sEt9vO17cbf/nLX/jxOFOOKRUrBWbgkvKDkj7KuroPVaX3nhViqZhWxlg4kZ1dFFpVfv6y8fOXb/w///CPHMfGVoLx+sFn71gptHbjfC16n1STVI980F+dMTy9IshqslR6CGKaMthwRn9RN08p7DoJ/RXUestOTYO5BmbK2+0rf/uv/oYv+85jdP7pt3/kv/znf0bajRGTIqAyGedJ1UKrDdFCkIFbxYCZXSAgCKqgmmfdrFLEcCZrZUAMgtoKxQKTYEUQCKaN8E4/HbSwHxv9dWaFeHVwEdDHRC7vbd9TejQzSim4O+drUTS7D7RgJShVmF0ITxllzZVemDtSBFmLtRYrgjVgP+6ICu6D8zzZt535elJKYNtGFSO8s3xiJkTkd/294g0Ptm1HRJiLvK+a59lMCFl4OL4WRSuKMOYECmM6WsFazb9/dcwrYFFxH6xYFEv/1ldnzomlQYK7YyJsW8aC5YM5Vt7x3zsFVWqtmMD5OlmSCazonlW4Ou6ZAJavfPdXQhMpqMLymd5o26gmjN6xWhEhfdUI6n7DtDD6pKmiZoQHYzwJD5BICXA9wZ21DN0Oli98nEgIx22nj86akVKpZeA3u9FfzorJWp3z/EQ1v9saTjUQ73TvQGGO+Udn6UuYM71eFdIfUmeuRUR2NVut3G473z9O+qsz16BsZU+NPgbv377x679Mvj8Gv3wrjOi0WhgzdeBSlTFf2SLXDBSv85GSQk19US4ztm03fL0QhRXZhSxZbK2kFlhv7Ltyvj7Zbzfu+42qi8/nJ0qaTq0Ij+fk8RrcbxtzGnXLQ7mWs9aiMFO33RqjL/78y0/UUnm8Fq13hqdfUWvDPbXUcGfMlKFqqxBO0w1fi/v9hvSTtZw+nFoK9/ZG8GTbg5BAbce0MKfjllprLRVOp1Rj9MFcT77cfuF1Dm4Zynj7eqTJGQkTmF7G6xzUqzUtRdKD2BqPxyOrWhOWdwCKbdiegbhYIcQJIpMqQdkrxeVq59MY89kxyYrNO6xVaG1ju22JB6gAO6KVRsP7yasP7scbcYPtaPzNLz/z09uN//s//T1nHyxfMIWtHqjeQRbLg1YbfT5QEeYYlCrUtqMUxrnYW2XKYgynWlB04S68emBtQ7XQauHz8wel3qhmjLMzxoII+gSRxZqZvPe24QvOPijbjrWNUiuzDyqB1sl+U8TgHCcx0pAtNYugVtNUlOkg8POffqGPxf/19/+Rx/OD4QkijDX413/9M8/ni18/fmRXKBAqmIKoUWqlj0ktDcoGKyUKwXHIQKjZZW6pDOAzru7H/6iWY3Ss2GXy36g1EKmEC9tGVoSS4MZ+HBy3IOaJFeV1nqhWVBUr9TJTB1v9PTAYBePsC9VJ94640OqOloqHp1wdgRA4K6voUlIS7ovl2fG2254F31ycF9hRSmGuScxA6FjJ7Clm9AhaqbTCH/DCigCB/uqEgGrKmtoax7YR0ynFiUsenKaYBCpG3e74dAwocaSsHpNiTmklzf3SEvJBsFYoW0tftA9utzdW5F0xNdZK77K2DXcIESQumMNKdlSlELE4z4FoobWWv8Vc2QFIgh2v13daU/bdcFGmT7a2IaUiK4s9CWX0mT5EadkZ1crj87frvQWlFTBFV0FrwgNBodaKymSOxRzO8hPVAFIGBafY77Io6BEJPLnSorJGoPdUkHw5fXQOrrgWk7ZtWXCtQayJsyBSpr8dB7Vm3JT/7d/9XWDCWJ1t3xExno9P/tWffuIxP6htZ2s7YwzGeLJmx7VlW3YJdyuENQvCwixwnYg29u2GhdHPDgyIlKH6SK11q4tWC/f3n5CAowWO8Pk80Vj4Giyv/Hh2tn0DyUvhPi+ix4k1MTNUG3M5395vPD4fbO3Ox+evOJ0IodQjNV4V1FL+KqWmzj4Wa3Yer0/e3t6opXD2wefjRA1qOTJgWWRV5oFqoVzPMsdJqUmRuQ9qLeBQbaNtldfqsNI/eZ0vAmX2ztYMCZICCdj2N87x4nU+L3N0ZIsacRmLJyq/G3Mwp7MfG60dRDiBgSl4GvtqlqZZwLbtnH0imtBBPx/c3huO8HwMrByIDPaSB/Lsk96d/e3O9Mmfjh2fnX/49TuIomKIGGYb27YzxmcmMlXGStLtfhzMNTjHB0UTv/EYjMlFfDm1bmyl8PPXP/EPP35QRLm1xrN/pw/HGJz9B1J2RAoR2bS3iyZ5PB+M7ukXtA3b9/Sc1qLgqJ9ETGYILlCioL4o7TIzRShWcJJ8GsOJi+AxzWRj1kCN27Ex3Hk8X/hyTIXwgSHUUlBTnn0iKJRKWULEJHDmGn8EfhXPQK6VNSf3tz3lixVJ7HlWw2ov+nlecp3gvmWCIZjjv76D5/OTVoWxRnY5WglPs7oUY44H+wajv3BfVLnRti+c45WyIuChoL93jw5rEREZ/OZCItj2xnm+0tfzlUG8bpgppRaezxcisJUks4SCe4IsVMPdLy39xTqfCBuihpUM1KWmnO6LP/T2fp6UqlfwamAVD6hlx72kD7LOP6CahDA0k/OCNZNmK1ZTApckFbdtw0x4vl68vX/h8XgBDuJ4CD6FUGGer4vYq5ye8q3PmdSmFWotuAevp7Mfd7ab8nx+x9cLYmGlsd/u9AUe2W0ctVzgQ0IxYcoyQzwoK1jjxIozV7862oqogWRnX2xnrZUJwxUPp1Zo9eDXX7/nO16LUgpnP7MoCFi+qFXy35dn8la5/M8EQbaiREkbPeVxQRk8nv/CnBDrv9Jgv/36G/K//ru/i9Dfzangr/7qr/n+/Vd+ebvxT7/9C2/vX9m3PMCv14sfH79x3L9RWv1DCjn7Iryx7Rutpon+/bdf2bYDwphzEbGuQDnY943z82Srwfv9Da0b4eCrszz4/v0HKs5t3+izou1IPwKw2ni9HthV7RDZ8kHhPBetKHYZ/B5P7DKIlhS07Mw5KVXSYCMr9Gpwvp6psaqxbYU+Jh/PTu+DWg+2Vni9frBtB6X+jl0as/eU1m47aw2EleZSqYwZuBWeoyMzkIAxx9VOKvumWFXO18lYzgpLOmMJb7d3RFK6UxXGcmprvB7fiTXZtiNb8wLHfuc8T6zsuAe9Pzn2nf3Y+fH9V0QKvS/2fWc7KmvB7EnXzTkYPVCrIJ2jBmjleU5UU7vt40RnZ85+mdTlSh7ZWR3HjSB9m35OzJJcOY7C4/lkzpGUS9ELnqhEGLUIpRl7U45647dnp5Wd277z4/Ofeb4mW1OWfzBWgBdQo+xbUnIOPpzzHNzub0yU15zpAWkQcyIXstvdCQkYpFl7bHgIrJ5dKOkptbbxGoJzdYMzK691mbIe2WX5ikRu/cTHYrMNxHj2wZoDrMJVsCCeBBqKu6AFat3yHBTFilBKmqmgbO2g7Q2JT2KlV9LHAg62bWeFE38Y9YmiI8ISZRG0CATn8Xwi12dv9UpY7qgZrd14niemBSSx9lorfXTGPJHlKV2U693MwbZV1hr55whmRu9Z3JmR8uSCZvEHKbd8pOSI0rYdVeXx/MTXyWH3VAI0pek+Fn1Oqir7lok0wujjM8+OVUJTpj5fk1I2kEn4RQA6qFZWOK1lbHBftNoYc6WE2hfWfi+iXtSW96HPngRXBFqvxDcHuxhWGq/h9Fg0U8yvgkUE8EvdULRuLJ5YTOYcbM3IXkBZVukzIYhCeqjEotSN0I0+F+qBhVCbMtcz0ewoKBXM00szY9/uOTIxetJfKqgMzlfPBFN2COjzZMWi1eMy5/t1XuICeXqem7WopRBM8CdWNvbjndFfrDlZfnK+HtR6437ceX580ucr8+3/8b//L/H98cF+M97f3plzMdfJ7VZR2fIf89SyY3HbSraD1hjRmWMQqowVqFYE2NqGTxjr80LSbsx5IgSshZWAcGKNJJDqxqt/sijMDu6dCOd+v7NWIWrDXfD+gZXGdKNUpZUbbVdUJv18cTt+yXbSncfjV44DihSezyfnq/Pzz3/FEng8nwRZeVo4rQTPx5OPzwfb7ca+bcz1Ynrj8Xyw7xXVhq/OUQsLv0ggJZZT243SlNf3f6K1QqklZQQJphSeIxAPfJ30CcdxR9cExpUkBvfb7Qq2Tmn3CydNKkKLoFYYfTHGizk+ue1fiAjmOnl7uyManK+J6g2Pxe04iFj08cRDOM8kt0qZWCns2xv9HPTxZD82wifFJnu78Mb1hujB2Z9UCx6PD3yBSOV1ZqD9nTZqm6GWAdXEUpeeT4zOiKDYkRJTsqPMLgiGacP1k/vN+Prlr/mHf/iP7Mcds8QwVRvO4vuv/wLLkbZxzsUiMc9yIbIzMsEGSe/98v4GMXg+n6DKWoLVSh8nhLIfB4Fjc6XXVipSCmucVBWGGmPlXFSsxV4bSDBiZNVGsJUdd6fPyRrpiUkYpYCIXx0NzFcGEnwlQUfOlczZU97SIDyS/qpKa/c0gzelnx+oBmdPTHNrbwlJqBA+mevFth/01ySooDXlMJ+01ng+Py6Wv7CWU0r5wxeRy0eZc1wdfblAFWeMzl/9+V8jGP/57/8/RLJQUQUJhxW4Q6nt8luctm08n2fq7XOlFNkabcvvOhxUGu6gFlmdeyamujVeZ3ol6VO8sqouO+d5JVlLbH36wgVuxxtnf9FaAjniObMAG05KTQKYCb0/0lMqjefzdX3XLBhEr9kzT3WhmGFlIyI7ULtAjbU06S7zKzgnGNBKSUptBRFK2xrByVxn3gkr9OVMydh2qxtG4udJQ2bXvhw0JN9HLUyfef09gZHpnQg49hvbdnCeA5VUJdboWBFeo9O0UbXQ12D6JXMvp1bjHI60PTvNPtBrNCFicvYHpjMVpZXIrppeUvQLQbjf/szZPzhfn1hNrLtYKfzpl19Ykq1as4J08CWUtjOHE8sptiGS5Mlx7Iy++PrtZ+aYvObAZr6QZlfwLIu9bBeDnIaaWWS1dq+0uuF94mHZCm5JO8wCY564L2bP6sFqZUTw6iuTXBwsf/D+nihk7ydalO1INPXjI9HfovD88YlJ4f1+Y80zA8V8opKHaK6BUjMICGisxJfDWbHoZ+d226i18Zonr+cLZHE/snV/Pl6YBM/nI+moJbgp7bhRFHDhJpM1BpQ37u8b4c6cgc+BqrBvG+6Tt9tXxlw8zwdfv31NvC8qSGH55LWeEBflpOUyZv3Cn58gcNwOns8H83dU143Pzw/qVmmbIaT+WsQY3rndbglElILEC5GeBNgKtroTlWuWISdjtrbRWra8vuB2y0R1jhOpJVnyUKhGRKf4wLSxt8R5Id9xXB3kQmi2oRgek/P8oJSdVg9MGp+vjutBbcZzdIrtbFoo3jn7kxGDaul79DkoAufzkg/MmAQvn5SZhm0E+NKU4a5Zmrki5R6xlHxWUCVlSF8LKfms48yZJrVGobAiqOVAzNAI1BfVJkVzjqe0xjIj5qTuB2Pl+XRqRmMjZwmElMA0KZ9YWWGv9bvlnwOuHgvVSqnpISTy6tjechhx5RBYvufF1uoFmEQiqO4wJ2rK6OOa1bJr6C6wYlhkR/Tb93+iWGPbjd4HalnRmxrT834oKePkPIZRty+01ng8Pim1ohc801f6Qr1Pat04jhvn80Up0DbBEZqm5DLnpJaNbav0c3KTIGKhJQ3/VhQpQe+fSCjqUMSou1ErPB+eko8n0bX6QtySQlyLYz9YK4cWt2IYnji2VaRlpyKXhOieFOkcAxHjdtxYPnPmqV6DpZqyV1MQU8SEMRMRT9S/Yhil3VmyrgHdBHpaq9lFRGCymB60/UBE2UVxcVZIghpPpZRKLVt2O9f5bQ3CDFf48vUX4gTxiYwnezXm2alWGT2/Q0FTDtscnyQdGjkbstZk3+7sWyoLcw76mclDrPLj87f06ixnTpZDERXO3mlbYqxjjDQC/cZWlS/vG72/MGuUktp9SKEdjVIaHx//wquffPn2J3rvNM2p7ukPWlXqdrA89TfFsU0orTCmEiR19eqJsf347ZP3L99opdG2wvfvPxJdxNnvB1v9CdXGW6uMaYz5g33fwHeOY2PM75h0tmLU7cbs50V8BY+PF/u95ETueGJ1p9jBmP3SXHO+Ibzz9uULWn4iyCna2z0lE5MbVYRSKq3VrH7enowpHFHx2w3VhljNeYBWuB+Vjx9/ARXa8Z4E0DgRLdzevl60i3P2D5affHl/48uXRik7H5+f9PHJcfsKI9g2o5+D99uXNHbnk9punP3JtjWUCd7p54OIwtZulG1j0Tn7i32/J60hC18f6QeJMfpkqzciPM1qthzYk0xW5+OFUahNqDWH3uaY12AlF2mTXY7JuirxQnBROOK4S1aBpqAT04mIUzXbZmWybV+Zs9PqO8f2Tu8TYSJWWDHZVPj2/oUfnz84dqOUg34aGolOIiCxLozYLqoQbloxLezS+KYAACAASURBVBRL6WJEdggpwcUf09GqldoarJUDsmMmjqpCUePL8YXP82SOgZMeVy3GY84MZrFgBVVTVsCdooLuV+WtKctoqYQUfC22ugEX9XLJrVpylkWtsLU0geGqJj2BlD5f2EUGmZAkTq0X/ZRou5SUJ0wrb7eKFmXMNF5r2yiWv1/vHY/U9VMWr5fXlhjt+9sN1SS+JIKyDTZgnP36+0aYMNfi7CetNiKycn6dz/SQJLurVjO44gutRhAXudUQuYbYVDjPVDTanuMFpoGTMMScg63cE2D1SdFGtZKzZ2WjlHZJzIXZB2LgQhrGc6X8qkotSikNUSjkMKyK0moWy+Hz+rtp9K9F3qua0JFflX0plVgzk8daFC3c2j39loCtbKhunLwwVfbtW26aiIVYY17jB4FAVKqmR0EuSkgyzkikwQfFKlJS3q5NibWIubC1AwVoHJvS54lH0mtow9ekSDBXz/kdK/nPWKg0Siscxxt7KzweH6D12iyhBDkQabrwqazLp7J/89//d/9eSrmGepzvP76zFtyPr3x527jdCm9HgznxdRnEZthW6OPMyUhNGuf+docIttayNUbSeAkIj2sAz/n8fIBWkIbp/COIb9uWqxXEk0IgTcV93xmjMxdJZ1kObo35oFpq9WoVic54/cDC6ecJGKKWenbdKCW43zeIbBmLGVstOZ1N5KDivnO8HcxpaBitVBzh2DfWmZrheb7Agvv7zo/fPrC20VpDiyF1B3KArtbGVo3j2DnefmZ6vodSE2ktVlkjDb3lI+diTK7J9NSKczDIGf3B3hrFlGKFrW2J65qnd7FtzPPF3gqiztaUWjZWTMZ8oQjHtqOxKBf2PGd+lhVDXPGRw0OTRa07RFanGs77fcfjZM1PgkQDfQ0iVq5WIQc3LbfiXIOKl1luJSXDa5K/VefYhK0Yx35cGOHEJS/0GC+2bWeuE2Jd3pTmBKwHHqShvkBRaqnULbn2VlvOnRTF9Pd5kZJzQdfDBQalUq91O7UU6laxsoE7rdSUnHyiGtcKmpwmh/Svqm2INNw7RytUM4SBGVnZlpQ1rCSEUup2GZMlSR6BW9soavn8+06z+gdCWVtFDbZ9p5ihMih0jCcaJ0THJKjWcjLZUqtXbdcwb8qftVZaSTwV5TLWK63ufwTr49hptULkmam1XjJPyohCvejAnJ0ya6gaMRe3/caxHzjOtlW2ViiqHLWlx7iV9EWlcr/9zPRBMGk1E7MVvYz1rMp/H1wzTSR3ec741JqwRkj6oKUlfltKwWpjzJwk1yLo9YxCDh3alVxLbbn6ZgnHfstE64mplnK7kN3tQqtXnmfNafxiBZWcRSnVUvoRYUz/A6rR0lAtbHXHRw4cqhrlepYiRrWKlcq6vLcgB6BNkhrr50nddqSUhDr6QHVD6z0LI0nFplhNulEVtZIE2EjvqbR2FRGJRINdw7QZ50QuAKC0HBfQLGqkVOZKoMjXSd0KtaZvLBpXYl2s6YxOrrPSstH2xuyfqBjffvrzZeIWkJPXUyjW8Dl5v7+xJAjTnHDGESr3453H60EtG+M1WAJG7l2ZY+UKk70yF2w1Zxaejxe1OlXgtt8xJfdc7ZU+J5+PzyRd1s7rlXJFbTeKelZqktXtVNAS9PGJROfr15/58etHorW1MmZSGdtWmPODs+ceI5mLbS85ExI5EzDOk8fzk1DBA47t22XWKr6yUvv20ze2LSdq+5nT+Zgwo7L8kkOu3WFf3r8yxivN99s3kKDP10UwCetcyaMHQNINHz++Z8XABDpv+1d6f/Lz1xv9dOYEtsqKAlZ5fv4jqosojbZt1NaYo8Oa9PMTMeXb/Ssfj09mP9mK0tqGzsJtf+P744PWhKNu9CecY9DaO5Cs+tYap79y0Aq9TFhPRLc0jtuRe3XGwGNhKpSyM0fuTHueT4TfVzOk8V1F2UzZtoPX6H/sA4r1TCpHBmu+eL9v+CrER04ja4PX8zOr57LT5UTJ3zm3DDhjTB7zSbVCkdSXWy3U7ch1HzGo7eCMlf6JD84x8jyUllItQa07pkYtheM4GHMl0caitBu+Cu566ehCaxujOHM8kZI6upRE4BeGMFFJkih3gxmbFeCaY1mT8MXWjO6Jkee6FejjgTCppkmYRSKaIoXpiRAL0PuJx4IYCQpsO33mmh2RRveZyUj1j31bpRREBI9FbYpg10DqVVhE+WMDQ27kybVCHov7/R2Na8ZnK4z1YnlKJhLQtDJ94uHse6HIg2qLXJShCWn4Iq5JZyhcLG8CDp5bIQin1OzEqhoAorlHba7JmpP99hOIM8YPcElgh6Ad+yXpDXrPNUj7vqUk6EaBXG0jDSdQddQAyQKNmFRNInLNXK8yZ8Y+rnEDEQFNKpQ1iGv/WbGUORcQMf7oIGNFFjcITSsl0vMQCba9sh9veASDxsZbwj8BtZJ+zejZrV3bJKxdMqrn/TvPnPOwy3b4/bNcnDFfyPp9uj3yt7bK9ODYstB5fvwFjU5TSyBkfrJiUY9vtLbhQ1jmiWn/9V99/ffb/U7dtguBy91LP3258dO3t2sf02Jryvtx5zVOJnlpSql4VERTs2RMam28v31NbNWdfbsqHUuWvFRj3284wf39QLwwXidlE+YaeBjH8c6K4Hh7y4Qzg9f5wbHtmFW01kRF7fbHXpn7fjD6I/n2smP1RlzrTYKCqNLHg8Dpc6S2uG04wev1IHwAuazx/n6n1J3j9lMidp4BEBnM+WDfD7btzus1+fXHD+7vX/KCjo5q5Tj2ZK81h3FWXLTT+eS2NSCHjBAYAxCh1gyAZpVSGv18MPvJvn/Jdv/S82vbeP/y55xniZzIvR+5fFH1YD+Szc8VE8Ycnjue1kktOaeDWi4djFyAaZaT2G0vIIHZwZrKeeaFM8k9Zu6BsLFtb6gW9m1H1JhzcuwHViRRQ9HrYjkii1oqx3HkQJ0oGuPqVJJiGuORRQGCSsPKjhAXyr0IMUbu1MFK7jozqdRaLqNScM/hO0Rxh/56Ilw7x0KxcmT1XBpEXENqgmiejbZtmcdFaNpQjFZ3tu1AyJ1hsFCFMSdCVoF9nNS2pWxn5VpD07CSpFlcROD5/GSsnua6p1fYaoOiaEnKMTH3nMpeq0MYpvUyhxVsx8o7cDCWMlyQ0hBrBNktimga8sWuQcVEuV1yeNP9WtS4fl/qmdLfvBDjMXLNjEh2Br8PEIsmgmumqflvuZvq7CPX/Egw54uqQAS17LmF4vfn90/G+cH9tmcCGlDqhsf6r+feWlbjpQJx4bM5X8OVdEtpV1Wf0IGJsdf92nyQST7XleSsT9ty+efvK0v2/SC37axraC+9n1x9AshCNDddZPrOwI4Itex/wAZAosMCEorZlh32SkovfZNIVSLAiuZeLlNaPdi3t2t9Sy5lrSUn94/9TqyO6WJrByZbvo+YtFIpmoO02SnuqDW07ijO/TgQmajlUsn8DfecX6k7oYV6bJhEepLzvLrVhjP+iCcKqPofHZzI5P1+x6xc++iu2ZgV2P/4P/ztv3dVXq8n6oPahNu+sbdKNaFew0XuL1BBS2F6VjqtVWo9CDGqCWvktPgi9z3JpRv+PiZf2sbHxxMrR0okSC5t9BNXY9vfiGWsHrz6yX57Y/YzB7ZiEPz/VL3rciTJmV27/B4RmQCqqrtHnCPOGXEoSsekl6zn1Qy7q4DMjAi/6sf2BOe0GY19IdFAIsL9u+y9dmfdXhnTmGTdwug7by9SNojN9UIunTPLmWy9MBuianZ6y6S0zR1C4Xq9UPLBMkdlKS2Uqj1PN5rhHucH6yZ4W813UpTqCDptyoe9M5znA2M6MXi2y6Y21TmGEZvIY+a+RYusfBaiD5Ig6prFDisZ8NTVhxiIywvNeB7Hg3V7EX7BNvJx4/XljdZOSqmk+EIpB70b1vWN3i35OObeYp9GtqDqzmou38bO9brinGPg5LOwQYZFZ6htx2FUpTmP91EjzCDdvX7PggOGEMQam0WIYJJu+nREC00p0tqdmBytnwwe+JCIcSEmIVtKhzGyJNHGcRZ5fYR30Ew4hESMksg6K9/GGINWm5RgVY55azytaeYdg/usIi/bRuud4BwxBHopeDuwwPG463CaC1RV4FL0DJhjDZm51EHA6BrrPblFAm3K/etsIbjKEv0cPySClxeg1Coj49AICCBFKWPoE4wh8RrOaeQR7KpdifMYKwlpjBshqDjBSG5snX4nYsuFiY+RhLc3Q0oLPuhAdnPk5Bik4Omt8rKtWlqPSmfoYB1MAGcCBs5FQoqc+ZgF0hVrIz4kDI1ep9qwV7btyrGfGotaeTh81AjR4D4PZlEuxqyQB2N0jeSM9gL6o0+aAjgTplEvEibrykddnLW2adDUrsI8x17WU5vYUWGO06BLyNDKLH7A2knFsPIgYcZ83szn/yeERTueEEkxyKcUnfwXVh6WEOPnyM5MQKE1A2/kMQlB70ZwHu+0a2KoMxzTWxa9n5giFRwhRnwIdBouONbligWCg1o/8N6yrtrFeCvigkZZ+vlTEGfOELFDIEumH2eMTghXfLiS4gUJ2w1jePoY1HzSc8P927/8l+/GG9YFrtdACI7jyFKstILzmucPWzCTlLmsCw21630UaqnEELDD4EOk9o63TwNh5+XlirGADbSmzqVNvtWR78BBWF7pdRCdoZZMzne8h8u2YeYuxFpJWmNK2lekxOIqpj1wrmHdynE2nDdcry8YO3CuEzjZb79jKJ+HUG/CP3g7KIcMVqVIZ22cpQ99ffGWKoPGy4s6olZP/e/EFMMZXZ7bshBm+1rOAz/Bf8eZ9WANQ/CJXJifcZBhqxb6sNQ2OI87jEID0nYhuIQNibSslHxijRyg5/7BmiLWOPbHB9YFnEtY66YZ9JjVZpszXRjIua4HWS+Q92rpRzf0KsXNcQhfk6LUYb1ZYliIMeFdYFgtD62Tp2Ig/XlMGzGurEnV57pesEaU4NELZlSskVxS83HNvmO44P2CD4I/Bh8A7T7icuWyJYJjdlnhsxIu5Q7IoX+emZoLAzN/7441rXgfCXHVIrAXsWqe51CvBNfxxmkB3p84bUeMQYeOs3jvcM4DczTSHTGlWRVrThx8xE8/x8Dg4ypKL7pMQ9Rcftu+ENOmKh+RcGOUe7i1Qoza1/Qhk64LZnYKYi8x4Z7eqxvrk6hrrfAgWjVLhqk9Yp8HnXwNA+QgNoNl1a5S0EeI3pCCZ0lO8MneFGvgRZO2Tio7CQLcZG65uRcQDDG4BWM0rvy4fxDSBkys/Cl8SO39sxoXgFWjMYY+i06T6c1bele3qhFoo3fJZ40VA60DfZhZVJlZSHRJeKdpdjCErqd9vg/Ap7HQe5FvodNbxdLkdndOxsZe6R2Y4pDnBSg/jfavIYpswKi0rhGidfrMepfc99wPkg8syzZ3hpLSri6w5w/ayIxWMJzU8pAiLTpCUGc5qozXbcgzZ4xwM73muSc9afXBqPscwwpPH4PTHo+OMwPv1CWW451gDSm+4tcrPiW8TwQfiEEXZq1VoptaKGUQ4iqMUz5FcP/rv/zz9/USuFwj53HDesuX68brZWFZN4z12BCwfnKmQNgC20mLZV1e1SKZgPcJN9s3HzdG37Gu4IMn7we9Dt7e3gjBcu53krekFFQxts718sZ5fNDJpBTpZUfE1pNS5Cg2DJbLK96v7I9/x6IDZwzDvktFkZZ5M09+zH77ibeN9WXjPA/sMKTtSpy0zdYKX7995f3nT5bLCy+vv9KrKgAHujBHoU4sSuuNkC6sl1+g9c/skHVdWdLKcTzY97scut5Ty0k5J+4lrtxuGoMZhCodrQIOGzzrttFHpuaTb1/+BM7jXOQ8DqJznMd9uuMjveYpWZVj+D9+/MTHyDCw54M6Ks4n4roSlyu1G64vX3Bh0SFrLS13jAm6dI4HwctspQVspI1MXALGRS2vndXuyGp0WMr8TBpzfu5oo1HPTEcXhEYiDmPqJ8nTjs5y/UpuDuxg2wKjFkqW02/dVqKPrCFqTNbnQtFohNBqnbwjN/H4nhiCqjdrcA5qyYQQ1YYzL7tROY8H3nuS105jmEpKIudq/KJupfdCbYfGgVYqHmPcp3y2dzmJQdEApe60UXRIZnUzadVnLbWRkg2sgdZOvBtcrles8xzHHBd6h+lOBjztwdU1x1WcpeCJcVbJdmAR58pbiyGzxIgzuvhCUDXqkCLMMPBeF5oPyrnRxTQ4zxvBG+gns82T7yEsdOPJuWNNwM/xksZOk2M1oLVM9OkTdjhwENSlmQZ1WFx8xQVdrCEsLDFS8h0z+uyU7DzgdcHrva54Lymy9+v87LK6E6wWwd7NpfmgDzHNXEhIWzULCiNagP8M0mlYUzWuMRCcmX8+c1e81/M+zZ+9V+2K2nM/pK9rnQrSZ6eo/ZY8JxoLSl3Xiy4VP/dDsheqI6i90NpBrzJ++qRLg6bOx8+LwJiBGY3adXmIZr5BB2/d/P2Ks7asrxizUNpjfi4Q4nV26ZnFq3juw9KtJiStFqzp9HLi5kjP2spoBzHorGb6RkYvOONx/+v/++/fbTS46CjtYE0eb4VDSGmlD6gdbvsD46R28DGqHeqFxS+0UmdlpKq2njveVUw/xRrqg+gs1sJxHOyPd/Jxh55Jy8aZTy7bK9Ya3t//Q7sSL6TwYJDSRmudtF6I60apjV4qSwwcZ6YOTy4dOwwhLZTzxAL320/p5YODLpql2FcQUoJ+cp6Zl+uV0Q3lKFwur1i3YCc6hFHxSdVlPm6MiU/JOYv6WjP5PPj1l1/prfL+/h8wMjEGWmnTEOXIpeHXF87c51jPTAexBdPw0bJdXzAWzuNG8BFjBkeW8uvH3/8uk9tkPlk85/7gx493Xq5fqN1weXmTG7jLfRr8ZVb1J+d5EEOaps6qarXJx1CaFrA573i3yMlqKo/jB7mccpKjdv163TiOYx4SmhOXPGA4LJIdlrIDp5zfA7mC52hi9IY3huQ93TjOspNC4bJ6bh8/NV+d6qcUpUCrDf7++zulPFEsmt8/M1oMEUyQpNRqjHX/eCd6xzCTQWW0NBw0OnLVn8cH1jpCXKi1TKXJgo9BXe6TjRSc1FgGDM+l8pyjw6xeheIf4x8KoJisquSpIotxkbO3VVo7qfWUQnGAd3GidQQDHDSCF9/JWseTOuyc+aQr1HrSeqE1Vdzb+iKPw5B/RS96J4aV2g0+JjoGbzyjNUrJ+p56w9iuDq3Jm1TrpL96Tx+GlF5oTRPyMQYhLjpUmZdj6zjjdfGUinervnZrtKKvVZvkuqVmnJmMsC7o4ZmzHNXOsi7b7CTMxPFINhr8Sh9dl8z8PGNccT7oObDgnS6eXivBeTWcteBDwtoIaG8SnMZZ2mVEgRmH2LoKLBM+v7Y2cS9mjrQkQnFOSjczQaFC+IjmG7x4eM7qIh/osrUzECznY35migUYYxDjImVmiHQctErJGet15upzMpSSxflq8sssccPQABU33iV8fKGzcp4PGXqNwxFmXtBUd9XCMAEbX7DxovPY7NCf4zpZL5jjr2Atww5yFhomnzd1un/9tz9/d9HTqfgwiA4dLDFhrJ1yzEFMntJOtbX1wAy1Ttd1QXszQ+tWyoV+skTp0Y2VzHLgGCFinCWkOU+PG7UVtjVx3w98gODsJ2PKGsB6rpevLOvCfd85zoa3nf3xA2eg7jtp3bAu4azjdr/jbJiwxcx12+itaGk6g4kYlhBX9qPgY6C3xv3jxrptn1j0MQqtPiglE4JkxPm4s60XjZIwpJh0cNSTNSVKLpScWTZVSiFead1xfzyI8QJYjj2zrRfsc5E3wBhlUTA6+XzQSuXL22/knqmtchyZX7/9Jrlkzxzng1J2at2lW08rxhhCuGKN5cf7H7O1FnAvpsj+eMcywWmHuD96yNXOMyqjq4q8Pd7xwUyigHTYIXjSIrR0LZVeVcn3Wol+ZYkLvVWNeowkf9ZFUlTmQylaaovaa+ZIotLaDcPOL7/8yv1eqHMWG72j1UwphTNXYeRj1Oc2KgwlFZphP5PTcs4ac43BdVs1GrKeZRYgxj7n6qIQpKTZ9bJs0y9hcc6zrFd1hDbIbT/DeFqzMITw9t7O8aaIqMaK9uvmhTZG1yXRpMWPfqUWZXWAm3JMJ2bZlBP3Ls5SsMyK3H+OJJkVtNDd09zr517DBpxfeOznJ7FZrCR1R/msEiL0obFpqVi61JeNz+/FYmlNhmAz9ygly3k9ugCGhkbts2MwnVoz1joul294m2htl/N+jt1oSr90dlDbriX/7AKctfSeVWTFK8aESTfWHidO+XMtjTShlIz5DE3z5ZgMp2cQmU4+NH63GldaAzaIBVf7RK5P+auEIRqrPTuO57JeB3qafiHJcVsdcx8nBZnF4qzAoZc1ibBhDDEtn2Kh3gfWqYuSyEPxCNbKOyO1nQEcKV5F3C67mF5We60YJeRIS9RlNcftJWda3nGxz5RHceCO4w5NZ7FFJOL9+J0QFgYyrTo7dzF2sKRIyXWOBYcMszCFKDqrlJAqe0WrJ/ksuL/+2//z3QXLssh12lvHDikhrNdNFHyYDzK4MTCclP2dS1zwfqXkgbFuSrx2nDtV4Q7NMrd1pXToVKUIdjnQL5dvPG4/GEPy2NvH79LsOye+vQss26tMKygStuXO17dvxLBpbGIGcdGHsh8HdkaQ+ug4T0HWzlowbmG7flP+g4ssyytjLMT1ijMegyGtFykzzMBO40yMWvBu2wvLciEtUcuusKjSaUKZjyFJnfcr1kWhCdxKLhVs5/XLN0LQInhdk7wkA1LwtKqWfEnyhVwvi2bsrn0apLb1wqDT6cIZRMv99gNrEutyZd8/iGHh4/7Oy8uV6+VK74Wz7DJ4escal7mkM/I6TBInE3ft3cAbq8CklDDDqE01FsygDUHybB9zfwR2PMO5GusWaFWqnNrMdLqKpeMmMkKdV8M4cE5t9HH+xAxPG5azdBa/4qY/4zh2chZxuCNmUzkORq8atSAkRW0ZH0U0pjdS2qQoHHo2+xhz7tyww3FZLzjriYtQOn2qkvSHPA/ncU7FUsVYCQieY6X98S5l1pA3CaQYK6UQ3CoVj2kzHlmgxOAj1kpanlKcC92Iwc9iS/uO6CQSUUWtivHJHbPG48MyVUJjjosXcNL+D9MnHE8KNIOdZGaFFplhJRhZHWcpdDwprVKtjY6LFudWxgg444ku4IyZl7aFYRkzOraUUxeIcXi/sO8PnJPLG+2b8WawLIL7GWOJS6LmAzNUzT9VT3G5YIz5lINrzwDneZOiqAtSaZACyM/ldJ9MqY5GOq3qnXmePc4HMJ06GgYZAnWImolVcbShhMMUk76neYkE72F+nTHUjcYQab2Sz+c7lShlJ4ZJru1gfcK5SOtGKZlVHLonsTnO2HA7s1JiDNR2TF+GOFi9dQYCJY5ecXP3JASTupWB/FPBGYbp0wwLvRWpqMzAGRWAZ5ayywwVRqJPWIy35DMzhp5v+Xwc5XgQnWgSYxKSx+T59VnAjN5x//Nv/+17p/P6dtUhOGV+cbmAWZTrEVQhmQ5mnKSUiEG6+hBW/FwCOgO9ZlKSYUxUzEEdCss5z5sMi7VwnvtsnzV3i+mCwUrL3nTbPfNG9v0k54x3kXW78jgKzifsjKI9j4bB8PHxB1/fvsyHXV4I46Pkr8+RXJey53EUtu2VZXmVpJbGdn1joHTCGNUuW2vo6KHOWRiT1jsxLvx8/8AauF5e9cC0Qc43WrvjnOH9x39w3G6s25VcM/k8OY6DmV5BiolyHKKNWsMwggWamcViqmJmxzi1QBxdevSuavtxu3PZXiilqjNqWQ97rUzvKAMpxMwAO6OgNPZoc5k9GFTSkqa7fDLCjJF0d0hOKcWLVHneCZs90DI9JYfzTGGEFqVPYNtAi3xFoBQtr4cq+BjFZir1wdvLPzG6xjvWSEKMkREVuzBmtQ9GcZp0ntkJ3luWTYv7ZVmERjGKQy0tT1OfcCQxSlLsYsA4/Xuec/0xmiprZ+Zfz9k2EzgXpJJStwExhKnK0ietbsDINDt0gVibMCZJIjrzKYyx1DIXtkr3mYbXJjGKE45kIMWZZuoTJOkldX2ayAyGbiRFjUGmN2aH4Jz9NOa2eihvxDJHIQdnqXi/TgWZYVuX6RnxOBuoNbMsiZQSpVWWdJ2Jg5lWTokIrMFY7cLWdYH+HPstUpNxkk9F5bpgsF5FCq2xLKvk3liO/CTkKjFR3oUOPav4CJYQErnkKUoIU14MA+0XVFRUxihzT6NRbW2ZmCSEMPPZlABi0EflKWfuE7XTevkUWThTZ258JlhlsJz7gxQdMXhuj9+pTcDTXDLb9kaf46lSGyHpUmqlqSCbqYW9iy+o3UMTUcN0HvvHlMCri1SRpRgHY6ch0EcGQ+OvSTvITbtDMyA9IbMDold6oqXNZFbt3kJa2M82BQ9SqFkfGN3PnWzWot4OMH52oVKQghEAtlbc//7ff/2+HzcZg7aFbVGV1Aks2xvGKGzGeS/EQ9bSdlu/YkzAR8sSNf9WFoDUCtYpvyCGQKtyjzofJUNzHr+oAiznBz44enMs6xUzIx5r3qUWcpHgAvt+cr1eic6Rj51aTtY1kvPJ6+sbvWdCsAoSCoFy3olr5LJdOR4HJZ+CIhowxnJ/3JVTYCz3/Z3L9cJ5Pvj4+MHl+joPakkDlyUyhj7QkmVO82nTEiuJdFmHZooMw+Px4OXyld4amEJMieM4+fnzD7ZlxQ3Hcb9D18v/6a71kXKe5P1GCpEjPyi18/X1DT+VRd4artcvOvjcwuCJai/88eMPXt6+EJydKjNU6U7lTs4HS1povX62+y+vL7SJ8lfe+sBb+Tf04inUStkZfiIgpDYCKdUwSl2rDWJcNTbAfuYJpJiE2zDKca61zhFQnxWWfs/3x08Ywj88Zbu59alzF3so513yQkD/UQAAIABJREFUQyffREpSnsWkZMVWBz4uc98iw5UP18maeoaiZRm3GNMnYdjWCwwd7s4Hcm2EqV7qk6ul5X1R5G30lJ4JHnLJBB/IMxJ20MjnxEg4R4raqfUpkQwhkXPR52a1rO0UrBlTLslnxxTcXERPKeoYHdvap9MeNO6ytuvAw7Kky/x7k4RtHWNUtmVK8wM8HhnrLriYaG0izz2UvE+xisFO82Btjd7UAQ3EnXMhYCfDKfogg1utcqL7QIhBO47pM7JeXVZrjZLr5/jNeY0NvdX3G7wjeAtDBamf451lvWjM1PqUK+s9NHbQe5Eqzekyd3Z2ztbjnM4l5zw1N51JaYHJ2PLTCc8cIWl/GMR7GpL5Wqf905Iu1J6hN0KI1CYCtXNee5UYsT5y5kaI8qz13ih1p+x6RmrX5dZbn3LjSB+DVovAlNbi7QRBzndsTdfZFSv/5SwH0YN5RmQ0KdMEN5RR8VmktdGos/hpVUo/4wwD7Y19CCJBTNVfa7r8at5prWCt4qtr65SzMZqW8OUsElL8679++x4XRzkfbElzwTYka7tcXzmPg3o8CCmRYpjfoALmQ0xCEXjP7f1BbZVelYncR8dbOWd//e1PtIECWILkf2n9Sq1w3N/58vUXjsdJ6Ts+6CGKrrOfD3wUb+jl5Y3eT+73H5rvOsNxPAjRkKLlPA+W5YpxESws3jCc49xPJbVtK9uyMmrDDqsHJwRqzjPYKTBG5vX1Fe8cP3/+5OuX36Cryo1hoXdRZPsY7LmzxDgXfcp5Zni8c7R2Sls/ufmDQSuDdYkyQBmDQc7UMtqs5oeyFlrh9brwcrly2x8apWQ9bBIVgLWJ9/cbA4kStu3K7eMn27aSJvbl2HcGKF7XaalnuhbPrdd/VDCIUdZ6heEIURC52hV8Fbx+RiW1DNJcnropYfRB6iwNVGTc9EbLTI2E2txbTNdry1q4Wou38lVYv+JtImdobZeLOi6s6zpNn41RTkbL2NEIYeCDLiRrLNYIldIHlCypqnWD/f6ufYMXdmd0DcLGfIFHf44n+DzQdem7abLK1HFirSCFqhwL0QXOiTHvMzdjjKf/Q5Wv83a6xbUUHmiPZJ6pe15Km1JVuccUcFbphbWcWKZKrve5rC+0ds4LvtGaiqgYA2Zo0R/TosM5rjJImoBzKzFdcUHjQDHKwLiE8y8MrRtkBOyKCXhCB2MMYNscg+kSM7YT4oyEbgUzCt45glPCnWH6VeY0sJQ+lYsKdwpOyjz5IuTEf9IC6sy76fOdeMrIx5gJoVZjL33tNhMAp9JJLkBGt5ihicToEmQ8R8zOqIuRgW/wjNmttc9AKWA0RquKaaCLXFsbELFu0WXlrNAho0/fk2fbNowV9qgPJi8vUcpBPne2dZ2yXt1Vo1di9LNztXir5+K6beTzIM73ro+ZhW4cKa54F3HBz3GZMPbO6blb5kVojJ1ddVNxE4JowzPFUZ+79tuGTi15GgfH546x1wMzOut21c7NqhmwfUz7wlDB+de//Nfv22WTPyB60pdf8PEr+Tx52b5APTFmJy0v6hwMOBtxPlF7kQrp2PFWDzK2c7mqu1g3tag+JuKaKHmnloMlvlKrIZ931sUT1kVjgrJjXcezY0blrJYwTV+MhvWN1jPbRWY65vz9cXtofDIyZ87UerItaUa6DlKKPB5zgeccg0rvhVY7SwrzomtYZwnh6bistJrxLnC7HTAsuagjcV6y1mi9xl9OF0Q9dmq5cZ4PoRe6/WxtY1rovfHz/XeMkQTaWI1xSn6QkkYqKVrKeXC7Kw9g3a4ctX+OGjCB9/cb18tXWjunisOQZui98Z7jrmCs/TgwQU6E6DzbuuCDUOjOKd3x3D9wk/cU40ZaN8DTulEOymR7eS9jlPOq/nTYSn1jps/EOHWPowk9k7MCuYyRmqWPZ469/CvWGIxPnAW2JXHZNm73P/DOcNlesEMChNakDopeGI7aZnX+6VBWTvoTd+G8Fq5u5lCYqQv1LlBbxtjAuqx4q3waHRB9Xpwn9DLDohQuNIaZ6qY+l+1SsWD0z4T61wulbAiNffvQRWHcmLuCfyi2NILrhKg9zkCcLecsa1Ia4RidYaSQ8saSQtIMevSZiCnfCgxsiPi4gnMSiA6L88tn5X973OYETZ2QCwutB3VmXm7+JW607ljCkwxcKPkkRF3Qzjt1ZOWErjiDWrL2M9bRO1PZ5D+Xzda6mVYaZhUteKKMmX6Ou8Jcxk/vhFGnxpBf5GlEbb1RSwGjrhDz3FsZTT2MdrZ25ovbqfx8CmN8TJp65Cywa5ChN/hEqYUYkqYYtTJawXpDH4ZtfQU0arOmU3PGDI/xTomUIUi2OwREDN5NmXnGGMv1cplCDFX5OZ+MXpReiCVY8+kBwvL5M50lE2LEWBUpj1kUCvqow75WYd8lN+5gDMuySunXG8YaWq0MY+TPiwm6UdaIHYqtaCft3KnnQQyKmT4fP6U0CxLOYKQcHb1zubxpxGsM7n/9j798v+0H6xKwfuH6yz9Ra+MlLlxeLpgqBo+LVheEMdi0ztm4xY/G4/ZDGSFGih85ig0l79r+77tuvtm9FLTsa3UnxkHNd0o92NbI/eNjPpCGl+sveO85jw+GgbhFGJLZ1apD2RkRRkMA55Uzvi6J88h46/i4/VCVMnESIWrcc553XSgxUg79QkoruKjLo89fQIwXrIHSMt4bUtTtbWn0VtkuV+73n3hriX5hUDDOYn1iOC0CQ/AaaxwHX1+uwje0Nt2lQa2nlXQvyOVDKSfrspDPHQfYIWzEeRyAZVtfeL/9wfXtGz4JIHi/PyS27QfrmnDeT4281D61KipVoLXCmjTv1KI/gjEavZRCcArLqnNf1UbFBO15hnJSKa3TzZidZcIbw7G/Y4aWnQYtNHuTcmZbFylwMDJdOYuzC950tovnrPfJ4vqFEBc+Hu+ztZZyyxuFExkTZ5UrUF7rOsiDDbSaBYOrgxA3alcF7L1opM4KSJcPpef5IFUVgzmqEFZcy0ymQipotNaVqWEcUnQhVRbDSNAxdIn7oEJFC2JVbsYaan3C9XSpYqqquTl77117Nkko1dUtS6JVJUw6k+YebuZmF302PiTacNTZUZVSVGBZOI4bmEZyEGNimED0EW9h2Omsdmgh3U5iMPgU9RybMbtKj3HiTpnp+E+TCWWtn54HfTYprqzLVQrJcnzKqlNUdd4wLEvETRx5a3VKY59jqTERLF7+iwkkNE672RDSFCNIPeacLkg7jXLqaLw68ZoVS2ugFe0+h/FC846nOXnukYZ4XDnvom4YdTHrkggusp9Fu5WeGW0Qt0RpbV6Gg5ReASPDsLG0WUR4FziPQ2rPOYhd4jLHlxbnBdd05ikwGaS48UzfVM6OUDTDySBqRhfbSjcHSwxzbCVxirUaFXZEph5d0mLGxKyMuYUdgzUGRq9S7xmwvZKCx446z28VzKVWOf5rZi+Zgt5799f/9s/fcytcLyvBRy7LBdNOXDsxw3Kcmdcvf8I7qIeMfWM0okvcbj+IES6bpw9HG3B5/UJcIsd5JwY726jKtl7prfDy5StHlqzz9eXCke+E5Pjtt9/4+fHO2+uvU0VS5kUEj10IjzGXyNt61ZKVRm8723ZhWaQHD2Gj5jrnn4HzzCzpIhlkVOjOuly5fdx5eflCTImfP95Zl4XH/uAoJ6NDDInzzLy9fhN3Jjri4snHnZfLKzE47vefODs49gdLktyv1EItO8PohaJWat7pXfPU17evLNuLEOWtUbJotuuqvPTjOHDWAZYlLdxuN3759puS8KLkodv6yu32gTGSWx77nZJP1vVC8I46DkqrkmHWNvdRukBC8LNiGXI890ZaFlxQemQpO34yep5eD5kGpSrpT7T0GLPik5rFDEM5Dy2LnVXB4APdQFwSIT5HNMLhDDO/Bp2zvGN9+YzdHWNq6UueS33Nac2o8kNMRk/4fFk1vnDGUWd+tXNB6qTZoSgZs08X7fwcMOzHTi1lqvfsHIVIDaqqWXsysZLc7HwtKW1zZyKxiJzqmskvq0i6MmuGeSFUjFHF3Zo6s9Yq8tdMc9vQDLtWgfokw87kknFTUTXGHJl1HaDWiWtmnHAt53FI7j20WMfAaI3gVPAZ9zSoIXbhUOJijJFabjjTqWNoDj/sDFcaWK+AKIcMtpKf6vPqXQh6uuT8zku908epn85YHXxWu5BghU2pTeKQZxSynPIDZyMl9ykY0C6gTRhh7/8IwbJTrtx7n+Y8cNYpbnteTgwI0ev99FEL4T55Ub3Ny0VhZ70pRhunf74sF0aH8zxwMbCkhTC7nDMXUZW7Oqh1udJqFWm3qkM3VhdTrZXaykxm7axLpEyw45izvlryJAIIRnqep3YPvbIsi3w8YZm7KXBGqj1rZYAUEh98MBPEqW6xZPmEnLM8xcLWQLB27qemAhBZKEbTyHTbJvuvKfwKBi1X6EWwy6qLyv3P//7n78Ma4MR7yQbr+aDlA9M7PiXqANMzfuqzz7yzpFWxlKsjl4OGZZAYxtDaIAVLiJHbx53r5Vdq0Wx33V4ZCLFtnaEWMZrWdOXxOFkvkZC033ATNrcsr7y+/cqZD263+wSiWVov1HIKlufWz8Pi8bhPGaUh58K6bLQ+zXAmao4ZHMehsZa3npgS98fOZX3BmcAff/wxVUSi2ta6M3qjnI3b7aa0N2/nA5E4D10avXX248HlsjK6khK99/rvGKh4pYnZQc4HYWIQWm2ThaQsijH3FctywXtJeGMIPO4PWpv7kt5Y40otOzGtwkMPsF4aLGviPDwcKS1z1DToVV8LunAmQQDHMTPdU0zzYHsqqDzreqHUineTqdO6NPhO+eyMQamZ1ivWCzU9Jq3Uh4AxKDzHQCuKZLXGEKPhOH9qNjw6+34Sw2VexlW6eYCmqktwTO2vvNeh7ULSy2UnwyctWKeAqpSkt8/5YFk0RrRWeIo2TXPOTd2/U0fzdB3Li6B8CXGUhJQIIUip5rwky7XKv2DMFAc0xYG2ivNRuRuTfKoQK10ezvrP3YLEo3LoQ/v/jdFGFWWVOXtuVd6CGKMq50X0Vu8cSxI0UswzjZSeeRI55095bx/lc8TmvTp7i9IGmaymMA/wWk+FY7XB7X7DOflTWpWU2jllmZ/HSfBSZDIaIcpRn9YVP7EgYyb8lXZoMoBhSQt9aF+hBUfHmCeCRTN5KcfqVG63z9/bmIWVn7LnEILE7vNyWOaUwhhHH0ZxwP2UtNwhBpp3lHpM+avD+EhMGwwv/FDwlHIKbTK7BB8XSZq7I6V1YlkGt9sHIUiOO7phdK8cHjpLkjlYJAA9o7UVRmvEoBCylC6iJ1hhapQHD5ip5mqalqQ10UabnjXJpmNMusjnIr7WLHtFSAz65NA1YvQSPMzvp7c61beGJ6jyOLVEx/R5AamDyeXEGcdoqCD7t3/983cXF7wdE2h3IZ8nl/UKwLq8CelrqngvMQgn7OTwPPNOCG+A4+3tC86CD4tUVCFO7XLEWNFqvYs6zK3jOG866N1CPXfNxoPnsX+wbhdKa1ifqOcOGFppWuAZtXmjG7btyn2/0XBslwvvP/59SjUXHo+HzIF28PHzJ9vyMkdEStP6+x8/WPzC6MJvhOj59nbVh9ZPlkUAtFpPyrljehdp2Bpu+zuvb1/xTj/X+/sfM1PBkJaFnLVcFOZBCX7rpjhJZxw5n1qiNR0YKazkc6f3jAuB/dilY3dKr2u9cH//mIqUhe1yYT9uWOtYFsu2XimzOsjHgTOWNW3Y3ijnQUwrdYiqG70X32c0za4HU67tpplOlXzvTcRROx3SXcwzZ0DJ85rXmi4Hup2ZDW4ucKVmkfFNslQnUCNqy6Xg6uzHO//0658wDI5SWNMrjDEX1FBbxzRJisfMTnBTqTIYGK9lo/oZ7QR0gBhq7TwBesrzcBPBMWaErFzjAMbk6TB++p6eCBankRua69eqg7h+7kHkAh6949x/wosEjQX1OXX60MXk7KTmuiBF0UyVjEnPW3ReaqzeCD7ipnwzRD/FHkPqo9EUgMWTWAuPx4NWFXZkP2mv2twaa6d6ztLGU4CgKj54x/7YiSGwxkUNkelzn+OorVP7EIL/0CxeXDCRIkouxORIU+llcOTcWC4bY45sjfdYG8ml0noVtryKiefM03MWMfTPHVktJ+uiEaI6MLGd6BJDGCvyc+9FMQZ0gnWMuRjHOnqp82cGjKG3A++ciBVWz8yZhU+qtU6DoZD3x75reW+gtMI5dyVnbhMDEliuFxhKepR3RIyvJwL/PN6nsdOwbSvGeUoZAiw7aLVx2V5geKxPlFK08J67B0X5jjm2t2CfxsQGJsou0RvGOSpW49bpLdMFrM/KOqUgLssiKsBUrOV8TiGIVgClqigfw1Jal7+vt/nvVJxvrUVmxr/95V+/V+Dt5YVlXYlrojYDxrIuyub2ccxqSFjxfD7mjdtZ1wvOrtxvd3UDrZCWN6Ex+gC34NOFYS2NyrAWHzzOK9Tl3A/+6bf/Si93ySW9DpWcT5a0EtKKpciINPENx/5B9IGcD0o9uFxX1m3jfn8n+MESlzkYGCzLJoolg/vjwXnuMzLX8MvX3yj50C+oFXwQIrzVTO+ZJclrMiZ0sNRCXCIh6NLY1gs+rTjrSEukDo2LStVBdNmuLMvGvh98+/pVs9bWYRSZg6ydEcGrEsq6wwWZ9rZtZX/s5HJSWuZ+u2Ot4e1NF5i6q51fvn0V4984WtuJ0XPsD67bSsmFy2Wl1BMfpQ33dgiH4O1MMbTUQy9SSnFGbIpEKpKu5YkP8l68ot60KNXGT5kSPmrnAoPWnwDCQa1FITVdkkFGxxtVdc7N/cwo+k+3OLt9oud7bYw5ObbG0C0aVU1/iTWCG46eVVk+O1trCFFVsrNPGrDlPPMcu7jZ6TWNS8pgjR7GTj524tTu2ynzDi5iZjsPygBJE/9u52VgjQQRxkKfuBLntXy2k89lrZOjeyK5xxifclJjJZetTTqxZoQICVYXg/dhXuTPi0zYFucVUGTNYPSMcuklVmhDUMBRT2qtMhP2yVDyM+TKaDTCFEJY5/7hPXH209vSBjNzRQXImhKNwfXtN4xL9HESo5RqBnVYIWws6cscgTTA07tAfNb1GXg0FVQzwdBOefYYIumGqE7S2vEJQXx2HTrQ+nSTjxmEFTjPgcLQRFMOCqpnPzO1yzhrpsTaTYd4WpbPMWVtMjIaYF2WKT5wn/Jr75wW3CEQ4qps+9EweKzdYECpB84PdQxOoWHPgK7zlOIvBDn7g3X0NhMRZ+Lic0HufJBCbHS2yzLxM0qx7G0Qwqr8j9bow0zgbaIVEYVDmPnuc6xrkAfoSVDo85lIKZJSoPWmvZMLepdMmF2XvoZhqnAZ1Fxw/+Ovf/6+rJHrS8SYBlRert9ozZCWFQfQPoQvn27Sdd0Y6BDyeEY/qS1z5pOvX78RwkLuBec2Rp8u4FEVZGIN+/2dJQT2+418/yEzklei2pFF/zxud9btRTnm3eN8wjkYE1yYa8YHiw+B4zxZ0pVaC0uK6hhmitaybHz58o37/uA8Di6vv3D7uPP68kqKniO/E6Pmu/t+J7gVH2TK8sH9QzHiA8Ea3n/+Tu1jylu1+DyOE+ikkLT0zwchRM78mPLOTkqLKqUmo2XwT32/4zgqflnwaaG1yr7f9TAHy+3+4Ldf/1kPYZwuVidpqjqjg5RUlQZvJEOczvKYZKY78i4A4Ogcx05KYY6VhoKfgqqYWjM5H2zb9jnDbUZL1DKXyI6Z3+0VPuSnymddE60d1JIxveGsFDxP0KFplehFQX7mUYQof01tO843vE0s6cJ57hz7B71qt1FrnuWADmo/kR7WCtwnw56ZB6KbFaPIwrXq52tNHZezbnoHNMsXytvNA6CxbitlUm2Dd8o4QQtVM02A1jtNk42+Tgie63WhNSmJjCh0Ooyni9yaZ1iT9iSt6bkSK2nMZbLm2p0Oky2lCOAxybuC93nnNEp0zNFYx/SCm6Mv7z3Bb1MNpNFMDFHZ5t6S1hXw5Pz8XbSJFzMTad8+5bi6UBrWKkRMy1qopTGG5ckbLuVBr+qk29D4dYxK6TvGwZkP+ZaGZf5I8ljM5EN5bXSghRhkrtsSnT4xNB6Zl8znszm65OBPV77QMg5jon6coX/uglST1mrZHmfqIEO8K/k1OmOMuWcZggY2JQS2puC4zviUG2/rxros9FboZYemjKG0XDjzgxT0Oyqt49ymDt1YxjBzd6YOw3tPrnkibfTO4oSFcl4FnbFSodWyf76rUgVqujB6J6SV0ppUsVnv3uVyIbehvdEsDHURTHwRyjTR+aZntc+zTUiUMmcMXTSKPmXuQ9kyzibc3/7yL9+dM7iog2FbV1oVNKCWB4lBvf8BNOKysi6rnNX5zv64Cy8yYLu+CoG+XcjlAXZQm8P1wduXK/fb3xUos6zcbzdJyfIup6ODtFwxJnK5vkz7QOdy+TpHC4nHLsfw7fbBsm4wQ4ZqhXIWMEGxqKXNSqFynpWX11eO88DYlWXdOM4b27pwvWy8f/ydyyWxLEqdM2q8uF437o8brZ0Yc7ItV9JyEb4eS4hXtu0CQCknb29v3D7euSzrbCtFCS21zErOSMnQlFGxrq/UCiGsOLtItRIjdcCxHww623bh/X4jxVUGpnpy7Ac+JOFJzpPehXB+fX1lvz9Ia6KWwroulPPABWHlFTQjTMS2rSzLQmtDShOnBzmmheM8GPPPu/G04TAuMbBK5MOwhESnMVQIzypOqIsxERPWNHo/ic5jR8G0pqwGH/DGSb2lGYm6MHYMBcOgtEPqqXYwmMZUgBmUFNwUAUz5Z5v01tb7lBz2/1SxT8/RFDj0xtT+qxASSVfAQINkn2a6ymMMM4tBeRLGulkl209JtjXCdoRgWDdPbUU+GK844zE6xspjo04lzLGaUPuSlE/VkfWf5kljwLROcMqJ8bMrZe4MrJF/xoyB62J/eWfASiJqrULUJBdVN5zP/Elqti6Sj4kON2N6XizRB1o+ZsVqJdUehT4Lg95EM/gMQQoJS8U5Ke689aS4KAXUDD0Lzk2a94LzYs2dj3cVn8GzHydpSYw+Cx+rz1HLZHXoGj+mTySNYIBV2T1Z5AKMxRAA+Vycd3PSIBhiZVDrKXVRrWjsLwkuA1K8EoLST2GggKpODEmXTIxzN9aoOUs1NhHwdHEE07JRe8O5rj1YybgQ595MxAQ/MfveiU91zDGat9qp5aLxfp87UIt2PfLYVMYwlCapeisZMzrbsrGfp3JaUsQ4kalrbxNSqbCzPDPUYS7vB3Ocr73gmU+885/CB71HGiUK7dRnhwJjaE/m/vbX//c7zyjFZWVbV3Id0DPn/Q/JFuk4H7hcLvQOpTd6O0nGMqxhe/3GsI7WLG1MZYDxXF9+oecDxsn19Rth+cJ+3ni5vlKzAmG2y3UuHQvWaVGWj1OLwxB57D/ngtJhXCDXzLKsPB7HJM92gl+4XN44jjveW+qsXJe0ceSDWhttDPbzge2Nl+sbA8t2WTCjsu83es+aLVpDyaLXXq+b5IdtcDx+pxzvbNtXzhnd+fr6lcf9Nn/ZlSUlbo+dl5ev+Cii8cvrV3rrbBelFi7rF1ozM9zJz+Xzzn7ehFN3sKzrNCg5luVC61pel/PB7f53GJXgEtfLC2l74Y//83+4vrxQR8XHQDkP9v3Osi4s28qp2EOsnWl+U5+vBX/gPAq1MvcXWlIPEzBmEb5gVPqomuv/p5GWKninw21WJmZKdGPylNLpxhLXlf/8h1SrwoB7J5PiuojddXt8sK7/TGmdkpt8DD5ptDmkI/HezhFHmYvThAuqHMfcZ9RaPuGITwSKsZXeD57BQs/PwVoRDAZj7iyUDR693NZhqrHsdIE57znOBymGqVICMzzerYD9pJk+fQ+9Tq/CHD+1fqBsCflW1MU9aa1mptzJpS4PRhdGA+FTlMNhsc7SaEz3F8/gJIunTBlnimGOdiLW+0+m0WgVi7rCZf47ahW9d0nrnL+rYjZALhVr4nSQT+/NaFhbYfLgnFMIWkxxel6EY9FNJDVY76ew6i5NCKQAlDWfU9bbaE0ycmcNPZ+UnPX9Tye7MX4ywgxnabrcjYeZzYIRAkTJkMqnf47mWiuslxXrJAd+ghFLqeTzhDFY1kWU7zYkA3dOMud5Vly3l88xk5lLfZwo5WlZMKPQykNjWq+0wXx80Kvk9VIgipqdwiJFG6LfStSyUKoM0NY8OwPhXIz1hDjpD/aZT9MYRgBcawLrcoFJ2E5LlIkRXUgKtJqhWnPEl5LGd25mPdUqynhaksgTMxpj9I7zSnmsdVAZuL/95c/fnYXr64oJyiP/+Pl3/MiqLKxhuSZwlZfXLzxu78RoKfXkki5S1FiDcZ51e+H2/sGXt9+450o9Mvn+O2nbcOkL1m20Jjne7cffMQa+fX2DmjEI+53PnY7BhSv5vPHl7VWB706LZ6ErJGX7+uVX9ntlWRPWQYqJPLXxWsJXYlon/LtxPG4E6wlpISyi95Z8EuNCKZVaheZIKWgUVgoGw36/U8+b2lUTP6uPXjUC+cR9W/2CnXX/4G4RcG5RS1gqziVylRzWGgPmZFBl4qrn1PwPjsfBy+WFFGXsscaRy50leF6uL7hnZOkY1NpYtitn3rFzLLUuSiI78p0xzERQa8EnsN4AvKJipwzUOssw+us+mLP1gLUKoQkOnDdzoebpc27ei0ycuhQa1unw6njCcsWFTYdplWzVOc9oEL12YcPCsqzkcieXd5z9Qm+OUrSryq1jnIjO2rMojEdz7/hZLY7WiE7tt/cQw6Zx0IA1rZTyk+QU9oQx8utYxZKu0U1+mCG5QLAaUzmfhNc2AUygDcuoqKIPfi57HbUy1XOTZNt1ySlRRhVyLQrVEinW6qrrykrvteEQIJCmcQoWnJf7us8o/xVDAAAgAElEQVRuYYz5u3MW7KxMp0HWzvFT6wMXoqSvn5eonqFynDCKUOemyx5nLGephDUxoWU4Zyi9UarUXWY0lrR+ykBHLzqk/bRW42fAXOfy+ov2XiUTrHY3xjka+mxaVcqoNVI5WWA0JUW64PFe6Z4pLYQUqNWQtm0qyPTujC4jmw0iYgxgvX7lfPxgtANrZvIiohO4EWjlwLqnC9vM/d4AHziL8lcU1GSpZyX4SIhJO4cBrZ+CqMbwKYyIKegDcR5MoZWMMypqnvvQMaGOzhspp6xI1Pm4k7yn5gmQtJ6wrGDlDfJW5I/WD32fxjG6uuHeOrVXyhRLjOmvstMo2sh6HsbA9Cp22RDyJKUJDzUGF5LUerN4bm3+vmeBcuQHzLHpWRqVuWOphYzB/fnP/+V7Pk+2a8LHSK2Ny7qwRo9xZjKEpH/vzUx/hWRvAwjLRpqSNqg8bu9cr9/oLnB//50QDOnyivWR/fED48RT2j/+nevrhcfHByMfdAMuJNbrV7q98uXbn3jsD8CQtjdyzhjqzMMWdycGafFDnI7wMeM200IfcJ6F2+1k2zQCCt6KhDsvBuVIS7ee4oV1e1HpZ/o0d1nWl2/0IdidTwvXl684l1jXF3I+uF6+EMPCGDIeKkNFyWnWWZqx1KGMB71rVriDPog+cO55zuhFNU1pwU/+kfj9nT4K99uDL2+/EEMin3kC9yrvP/5gXTZlcPeCG0qDxCigalkUMVqK8gPOXOnNaMzilsmdimIy9fopVZSWSRNQY8fUns/ucuiCadO05a1lSV4ChF7YtmXuWCT9fM6Xn2iIckqK6P0A+1QmWVp74ELHuwuGwHEUWhu6PIzyJIJTYiSGeSFpYp9rJS0b1i8qOKwhxAvPrIXr9ZVadsECnWjTxgi188wyd1bPQmPQjXhUznkZ4NrU1CuaTiOxLqOhMU+8hmTNtXXohkH73NnYKTNtOfPMO7FmYIaZL6wOYhGeFWls56xaeezP1EF1M20SaA0Q7EJalf0yuqjA1iftTuwgn8c0Ok7p9OwOlxSEXmmSXo85LolBYg/nAx2o+cQ7w7Ze1bG58SntHcbRgOiSxlYhqsPOoknoe30i9LWAPY9dbv4zq/IuWYTdGSqVT6mClrTNpXWcklep1Z7YkjijoK112K5o4VofOCNUjbGRXBvOQG4nWPBRO5reTqjC6hy5T1HHwAz9O/wkkA+kkjJ24MPcA3rJyV2YwpGJvg8+6HkZ0MZzVKSD2rsg6vMYxOA47h8Clrb+OYJzLig3yEda69Mx38h5xjYEya2ZY9Z8nCwxUmW/19lsPTEFzvNOp7FtF86aJ4tOfpzhRG147gdrq//Y6bZOzSetnfp7bWCHPFltzOnBjDj4v0y92ZZkx5VkuXW+g7lHACCIHFnMzs5a3f3aa9X34XOrV5EEItzM7r061oOoOZovST5kDB5mqnqOiGy5nwX3r7/89GvvhZ9+/kpYdDP1mnFGO+0lCmUh1EjlqpmrPPnll18AT0hRfmM8Z754e3/nypUl7fJQpwXnLOfzznk+eBwPvDMEPwQ1swaXPMN49vcfGKwYs3Pcf+fttpKvh0TRV/6AIdaPkagZwsJ5HYTworU6Wp1rjf9fJ3dtjSUtrGkR8hp1W9f5Wlv321wJinnzODLr/q7d/xDMzQUBB1NclAI2sm/mfFGy9tql6As+WqHUi1YqZjTS7BkudVBq53o+sN6Rbm+TVZUJLtJ6V7I+SizL+QF0tvUNawLndZJSnGU9heADIUZqznidq9ALYVqyz0N042XRxRRDJF8iBCgNH2dyOcKQZbf3omkKo/TxhCDKlq8QWxudGLqKwoxEwZyVdI/RT1KtYcxOitdh6IwKkZzrdA586Bgnx9vXLz/yfB4s8Wdatp9rPOkZhuj167Zp6fQhTSqrpxsjMF03cxr0WKdsxrqucsB4O62fErtCCHMX1yj5wDqw3oO1OlTnF7X1Ti0XtZ3E5D4vWWeVpjaMT/3MGoO38dNdpQlH0wdD36Qw0R5h5i/AsKzSAXrvqi2tk4QwA4+jtU9Mu3FWa5A+WMIygYzT9mkdzi1YG2EMaht4v4Gx5NZIy0TSwyzMkp7kY1AvxxSJhzGM4XBMHHuf2QvjaENaWm0NFxdZ9fvr0QW0Ss3qnHHOfv7ZRhO9wQ5H6wr92XlY197m6lEwwxTTXFMqhKwpT0VubroQX/Z4hqEVOezc7CLxcaV3OQtzOQhJ6zvvlG1ppeCsxPiYbqpX6GXmsVZdoCFQJ6E5JD9pxvNCCOvUtswstfIzJxXn+nTiX6ydZgT9GRlNIM+hHMbjzPOsCtQOKe3SHPM58UTgQiAtqojorz6OJjdcsOpWsigblmKapVv9Ez80eoM2ZqsrdBx9OrD0GdbZBGOK+bM+ruu7Lobc/O9oteqtFyL+X//0p19bK7x9WWF+oOt1skTL2+0dgyHERL6e3Lad29cbITpKAWcXYnJ8+/hN4LI2iCkS4sLj4wPx/L9Bb3KZ+JWYdpa40Frnuq5ZkBKxTnvj0S0+Ro7H/4fTEUTydiJNnvrDLyutF9nR6NQ2yFkFO/tt5bruGBzbeiMEuTpc8tShgpxSG8EvrMsqgJpbwUXZD7MyC8YLVd3KxZYCMcpieF5Pequc1wMGHNeJoAKdqVASwkovh1YzaZXd0sG333/XvhaLp2MmVrmeh6oyx+DMF21USlFnNEOCuveJki+cN4QY6d1xPJ+kZSXFhbe3jefjmzIoRSnhWrKsfF4XzGiz/wNxfq5y6WVd8nzddh2un7bKMNdZWrO0op9bBwWRTBMy31hiClOfELal1y7HUNpwdqW2oo7rkjXVzopbTKfWB86LjVTyRQpfqGVwXSr8Gr0KGDh3+Cro0WfGmj5f3S/g5MDRsDbMS3CCIie0ryNwpsKEci31LnODn/Wty7KR0kLHyNrtHSFa9n2dBOQhQXTScbGztteqe8SgaUOaksUiQfn1QjVmot+NRNVX+M57q3XHJBY7x4QzDoEZh8XZoJ/BMCxxxbQ5Kw59/0pp2JCoRdW0JkQ6Zj4WNmoXKPB14TlniIun9jb5U0hHMpZeB6bPPJPxn3mCsARVOWeVSbXyxwWiqlnVDW/bDeMCcYYwrRWV+IXGCGlF7Z8e6zTVydprqbNZ0znL8/GcL3XBLP1MTote3GjtkrMxuXkfW2pXYLPWA2eVc1JVTGH0LGJwiNPYpYtsX6RP1Cpq77Kt+BlEtfrNMXRCFByzU8RTm1995/zkqk0bdS2kZZk/t47pWl+GtHKecne5Cb5sY2iNbPWQk9VZ/Crnw6w3mEVWtdBqZl3161yH6BFuhnXt1HVSShyPO94gU8owrOsbRkXOcpkWWc5fLZ99TrAwCdVo8pcOJCzTskgbrXng/u2Xf/rVOnj/4Z203XAO1hh5u92oZnBcRR+Eodi7T6tSlFbd1FdtWLd+CjPWe3qtmNEl9gZxkkrNXPnJ29sXHvfvOOOAQoor11mwfmF//wE7Krk8uI7fCN4Tk8phfHDUcvL923ew0MtBb9dseBuz3jHhfCdEw76/A40Xm+rx+MCYiE/vRJ9Eu2ROQcYIe5Iv4hKI3hCsqhzf3m5gKtf5IPog8XF6/5clYkbGu4E1os5aaxgTL7LevmCcwnTXdfLjDz9hrKfUTDCG4CPXlSdiWwfK+xeJyc6beXlv1CZsiDEKkymoJJtxzgetVXW9MzssnOcqlbRurOsyR9Mqh4WxuPBi8GjlEZzWARqvF1xMSn+bVw7AkoLw3C83kbOdt8VzXINlXcE0gldmIUT76XKyRtwl6/R6Ds4pz9OqCqiaEuE//vgzpcoLH/3K83Hpxe69po+oJrZW69w3S7NYAzOzoRihNZpCrReBFCaQzwsqZ42lzYlRJlTLkqK6qm3g7e0royqjYGdIMEahJ/romm5j+Jw+Wq/TNuvnRGomJmWiI3rD9Drb6bSOCsHNPI10Ru//yJx4p+Y5CdBa/RjrsGgtWVpnWRecj/o3nEFlAQt1obWhDhjonFOcpqsAiF5hNLnAfMSlRZyrPh8dtcNMstMrloaziZB26hjkdtFyJR/nnOQ8zkVUheoUMJ46Zx9dl/h8sXu/6ZK3jrisM9sllLgzIsOmSVN4YTqUUVhU+dBFORZlQOTi3rKgmfXV4aE9S80XfeZiesnCdhhmolzT5+uwrdV8PlBlC7fTbj1BqJNl5nygdxkWcv74PAfGEOBS2qicS68+IxWqqZ7WDIt3iat0RjPzexylTzl9jlWRXVgn6dk6w3E8McYpOW5natfYeVlNnL/TVPZac13HwZWLBPcma4lzs1LDIidl15ZJv7e+k6PLsm4np6u0NtcaKr8Ks+m0ls55Zdxf/uXnX1vL/PxPv2CDp1wPlkmIvc4T5xf2tGIY+KhCljL0otZfcKUUg/dm7gcT5/XE+sAz64Y2NjBaobcH+bqTawcH1iVwkZxP9v1GKZ3z/E7wwGi8v/2otC+d8zo0HuPI9dCaZXisXaaVdJCSAGXnKe6TdZ0ywPmNUjO3XQh556D3i+v6znE9GWawbzu5FBhalVzXg1yKrIT11FrAeYJPpG3jdrvNl1AlBsH3bm9fwRj2tzcleL3ndnvnyneRQY2nd0hRFstS6nTKeFo+yfUkl0v7Uu94PO+M7rUDtlodOCtXWKVR88m6RpZlmZbQGQDd37DGsi6J1i+uq7CsK2P80Q3dO1OAttz220xYq4Ol9q71UIhYo+Yyul5ur4Y2g7AT1jmBJq1FrW3Ml92YsDtNEGNc1Hxg4A9L8JIYphOi5XFmvP8qQ1fJeKe0bGvqk3A+cGbB8Sx+do4YgrfEoErOlHYhRoKjD6FORi+TI9VULmXdzLIY1mWfga0MJqo4iD7FxAxmCMIoJgjeRQXfnCjRdWoVIVmChyUE+jip5cmVhwB5I2Ot8PclS/i3VjZOw9Dqagwsnnwp4d6H1kVh9li81guy1xrMxOzTzWffPM5iPMqFdMOrz92aWSZmwNpOig4fPPv2xpUrGBklogd6w/v0OR0ZI2HVOmkdxgKtkaL0t7jt9GHVeT4Kg9cjxUyxWsKuMWiCLnos1JqVj7GWUg8h/us1jQNOLYs+4GPEzPxTm1ReheoMMaRp99dDLIZVk8B06jknMGMfHRu81pGjSRQPCwY3D8tBCqsCtDRSTJhhtXqeZWyyZ2sdta4LA0EyrbGfa1vnonTVIYz8dR0KRQL5OGE04rIzkNXeO8O6v2mS6fNhSJfW0MokWWu9FN0rBCwNKSal1UvVKjFfL4aYnQYK1VQEp7V+zpmYNuWTjDTHGBP5OghB7jSMzAnSvvRvZ0PCOvWvj9GpvQuD0qVtXaXg/u//+q9fc2vc3t95//JOPg+9ilDx/dvbD+TroNVM2lacC0ozP7/TqhKcvRZyfuCMBNXn8Tvb9s55yWv+eDzwIZCLYZiVX/753wWIC5799gPP55MtqR+htULJD3qV39u6SmuN66y0YqjXwW1blZqeQZdyNfb9xvP4fe7sLW/vN3num8MZJVTTshECtFGxZvDDl3fiuioY2Wdzn3WYYRimsr99xcaFmjPrLueT+Fmyqp7HQdzfqc3yeD5FP836oHsvONx1acRct3fuHx8YLMfznB+Ozu39DecC5byTNg998Hxk+rC8377OV7DG494LrRRZ+2yjZXn8ndOqrMy1Ba8yp6EXTEorhjBtqnpdLSnyfD4pbTalWVVpphhojc8Pq9VjX9PNbDAMoRO91R7bi3ek9ZYVdDIslHooqNY14vdaCE5f8Nx0iW5LQh3cp/qv7Y1RM72f5FrpOHLWjrg2dRnU2vDG4N0sWAKsVUGVIQIKkJastc4ydY4YkxAus+4TOs4G0qIJsXU/X8mBWhrGy6FVijIBxsqd4q0RnTpI6wnO4MPAmspoBmvaRPlrvWZslttu4i28EyJDXCxLKac8+6XPn62S5X7uv3tr0/GjwKSQKuJQaTfd5uphkKvQ6g4d/ikleu2syy6UfS1/THJNE05alrmezNNxpsO5VhVuyWKs5k9vO1vynNeB8ZFhhEVxcx1mPFgb/whJhpWY3uimU0aeHCd999zUO5w3RK9pKUT9/mbCIn2cTsj5HQhepgw3bdilVCYaWciamWpXBqdN22qkG4UCNSVa2jxbQI7FcmWtKuOiRw9GbsOmvg07p8veizBMQxfilJLoo5PixnWpD0XBVyZV2OKN2G0vGnD0mkx8Ut+J9KXBeVzEsAlZEv1cKg3KebIuSY6sWtSD5D3Lkrg/PljSCojOvN326TyUblnKNYkCyjy1ofPU2zCDr2P2EU1r7wwU6iK2mt5nat46uM5TF3qHXDruv/7zP369n3e+/PCVbXtn9Ma2RKIXDMw4L+yGm68J61jSAtYT9x9hnMQwXycmzuDRRXC6Ba1zeBc4y0Haf8T6hY+P3/nTn/7Mef7OcR5ED+fxO61lDINcDm63r4wxuK6Mswu1RXxImPbEmi48yI+/zA9DZltX0hLZp93PBzutsoPRH2AGR76zrTs5Z7Wz+chV2uw4rmzrF9Fxi1xCY8iEmc/fWJaVUl+NaI7jcSd4z1UvzuNOtJCPp14lJZPzgTFqZAsusCzveig6WT7XVWL2mBgMQ8NHNchhBykqgFRbZb/dtGttB/TM+/tXci0kL4vtcT7pzTBaZt9vSpenJEE+q57XuYS6IKpaCSdeJMRAr5XzOnEeCekmwisRPAtnnIV8ngwG26qVSj61joApansF8RT2ajgbsOhFmvNFLlkiYXcY0zG2Usp3Bk+stWzpjev8TkoKij2f7Y8PftcYHdOirm2vljRjB1Dmr4fsxKNRyyyBsn8ADIMbjH7qFWZ1sTqndG7vDe8X2TUbn0EstW5GfFCHO0NoEOd1CZpR6E3/1swJMDen0jLb8EElRwz9PZSr8p9uolqf+CAXlrDig9ZfU5q0hdd6y/kXHVj5EOF1zunRBzMRJCmt1F65SsbbOA9X7fmx2odr/pGHoLXMst5ozcopNvlhvA4iHyjlJPjOugZy7Rir3yNM1E83yjY5l+YEaQhpp1nPVQ4GRU4n0z9tvN5ZvIWasya8KHaYM1aXX++fVvoXgkYEgNf/1oQmId7NwqxpcW0X53lhTJpmAOkq7WV7nX8vPfZkc75OJe01fVY544yjG0NvhhgWudmMncVlct2JSGwF1UwiWlgTiCHRm6zh3juucn0yqKwBrJ3uUY8xjm3bJ6G582Jprevyif9XvawuSmOVnwrek5akKWNOB2U6z87rYF0jpV6TOmCmfdrOwK3F+0Xrr3kd6mfBhIVaRlXnupvk41qqLvo2OI6M+x//4//99dtvf+PHn3+c/uZC74Wfvr7LGdH7BC0qoNQ75FJI2zvNGL5/+1+E6FjWH3g8PiRSla4O4rTwj7//g23fCMuN1is//fBPE11hyEflPL6xrJFRMobA4/FBWlaW/Z0xDI9HJi6LwlOjsG4W4zveBZzx3I8PlnWVANcGLggsl/OhetMQcTF+HiKta58/WqZcaoP7+PbbTIFKoHXBTVuxoZcn1jWM28jnBciZAY1te9Pu9PkP3vYv+JB4PH7HmEarGUYX7mAUnk+ZCp7PD/bbjdENLauBreXK8fE7nkE5MrdtB2/1orcOR+I4P4jrqkR8bZSrsCQxv5wN9CLL6LL9wP340MUdtA6YHFt6vyYKW5gPVYjqtVaKXo2jG0od9ODFABsNP7+0ZtaG1qoMiTWAkfMnriIk95rn/tsT0z4Po8FxZqxLXPmS0yXIIGCotP6dtCys6ca3b3+j98ZxMJPnci2JzyNcRet9Zgr0WpQIrsNdSPjM6DqEWq86oOnk86nJY7KJGGaO9R07Ud99Op/KxHJYa2BUnDEY4zHOEpKX5tUrzkrDeNu+0ruhm0ivMiiEEBhNn0tjhb33LuKXHTi43cxnm2Mpl16A1s6vcqWP8vmQMEbZBWMXhlM9b6nXXGcloWW8Bx84nhfBO7ZtZUyceFxXaRUFCdo+cpzCnsT5mOptzKlsZfQCQ3W4tWcMTQ+iVjnnVGCHrM99gDeOYJxWdJPD1Vvm+Pg7wcK+vwnYOYPJxji81zo6pEVgRyfnUloWrHdq04uRkCLGGUo+qb1+UhtaKZhewfLpiLJGLrzeT2l7blH17rRApyXNy3HqFinQKxxnxnmv/otpsPBxRzuOibCZodRaZ/bGRGHUreP5eMpIIr4RKciJOYrMKz5t9CFx29Dp7WSUizIho73rQC/XwbrqrIxRlu4XBj9Gx/3+jRgTpkGvE6DYDaNmGOWzabPMf6NaC7keKEMlZ+crojC6oQ9N+KOD97PCYKge10xenDFuFsJ1UnK0cuLswvPecP/x17/8+vs//sZP//QnYgpE1znPj+nrn0lZZ6ZItKJ6Su2H+3CYBuXKXLlTcmFJiRB3nk9BD2+3N4wVmfU6f8e5xPP+D+wo+rKu6xQJGzFt8rZPbISIpyev/ux1tXz/roKo/bbzfN4xpjPmF1TdzkbhnZFJccE5eclbywSbhFpfPI/HoXIZlPC8SiGExPvbF878DednjN8GIQ/8gukSTdc9YW3leB4TygZx2fAhcl4XKSqxKy859A7LsmtN4zw+Llgc3g3iutIZ7LsSvrJeVkpTMVIIKiwa1pC2G91Y6vUUe6pXyvMg+UBMG2107DCU8pSWUYt0liHw2uh1hrEEBMx5LseN3EYvAdH7iE3qnrdo1WKG9Ibg7LQ7d7Uozr1r7Vq1eOOJy0KtjXyVqYu9yACLHFWmwSgwMuuaOK6T234jxcB1PvB+x8xqgDVF0rLTcbjJJgOmRbZ/htqMCbTqqVMAD2H9fOU5a3QgNWH8QxIza+DALEqTY2h1iqx07ABGV7rfu1lktCqtTcOYKpegddAt1t7I3VL7H4jynDMpbGzbbdoqRZO1rrOuJyGek18E2/IuAbxfs+N6JuXn1GrtBB3OdOESFznPilYgbTQGlj4MIa6cz2+Mnhnosqytcb9/4AyygA9ZnUMQmK8W/Z4MTXvGNuKitVupMgGMoRcoQ22PIQTsnIp6lWHmuk6Vv8UVZyyjXrRS5mWqiVwC7uSQeTfXruPzYFfLpeFFC2Ae4n+wrzq9DlJIU6TWtOy9mE+1XqzrJtaW1UOn1ZMxKvu+zEM/si4rOZ9Yo9UNs1/81VC5rLsQ9GPM1ZgyH6/0vPcJ6yylPlmXG2PAdV1ErwyQjCtuGmtkcOm144JTYLq1aYrYKOddNukQZ4C2g5mMtCFd4nG/z81Fxs22VevMJ6Mq50PW588wq6NVCeu1XHgL+TrBaMKwzjIo9KZuE2PbtK9riuu96AHSXjBGbRI0BUaez477+ccvv47R+dMvP2Kd9mG9Xzgjp0aIolFe5wNnHbnIx7ysG5ZF6HDnSWnn8XGH3riuO/u+UYr6rdsQmO46PvRDQvvVMSrbTejukk/W9U22NWe47W88HnfMGHx5/6rEp4GSGyE4brcbz+ddHcHOSPC3jpBu2sHSMGNwHAfLklQKYxPLsnD/+DshLezvP5Lzkxg9tXS29SZejimkGMhXpU3PemsTaWFlH+y14+2KNXo5mOB5Pu84vwlCaeerZwzM8MSwUkuRgyZEzlPNcrlUtmXHOhXreJc4r5Ntj1grFIWhq+jJGCxytoTZMWKdI6QoJpQTniQlL3u0EWn0dvuKMTqIWh+UWWRkkFgWvJ+7ZibjSFZcb9UEqH22k+U0iOklPUXWWu/dHxmA4TE4vJs7/P5H30DrBTP065rRWZZAWDaMTXz7/g9G1yu8FifWDo1Wu17pY/YwqKcW7ywx6mGh6TIyEPLG+YV8SRfpvXPlRmsO6zdi3DA2EsKO8QvWrpQyw2JjAJVRT5YU6cj102qhV+ZKQ/WjxgSW5cZV1JddGvQZwJQTxwMVZzt+4l6sg3w9ZfgITuw2BtasGONmRmUwRsH5yJo2TYYuMOyYB/xgXZZpFbYzqW5wwQntkfNEgzcYnbgkYkrkojK4bdswZtD69bn3jhPSWeqgtUFc4jw8snSAoIdjKYW32070nlorPiaMC9AH1nZ1f6Q4icOyQ+frxFivy3qMuThzBL8S3IIZg5yfqP/DgQufdQOiFUvcTeuiACYqmhpGFu2rHHONWmVbR1bi0Qe5iIR7nAcY2LZ9is0K8J3Hk1wbad0ZVduCWoo0DylAdLQOCtOl1WuZBojOmNsYYwbb/jadbgUfHdeVMdbIKlszrctGbYzV92HiSWzwwg55x77t+vCMovMwBmWmMOQq41LNJ8Yp6vC4P/CTaG1gdh4Jme+dNDplqdQQui7LZI3l+f3xtKpJWQ/dgkOBQrqBmajvM38kpEojxsDA8/HxwP1f//mXX423fP1hmwUwGUblbSLGrXUsyRGDPPTOJ2K6aY1SHggDvuKdMM0G7fjSotem6AyNfb2p5KRl9m0lLTeOx53nIaRzuS75zq1jXQLXmUWaXSIlV4yH4zhZlw0zX4vqdtDYXFsn1wzGs8Sghq8QoKsgpY2OdYFt2wjRYkMkLjvJB0oe6jyoynikuJDPLNyBFUeoF/F+jA/ap9ZTL8yUiGnHBA+9EcMNF1f66Jz50JfLyN58HQelVsZonM/nZ7Cvlif5+pCTw0ZCUi5gjI7pnZwPfIhs205vlWW/zd4CNN7TyfXkOA+xybZ1VqM61ZhWO1/AM/8w07YwZKudfnlrdDHVVrDGkuZlUtuFnaC+XAW604td7pHexFAydhCWjejlCstV04KZADzvPK1KxB4gKyeONgbOS0C+P++kuBH9Sq9Vr8MgwFv0Yfp6PM4s+opPpwrGMIY+d84ncr7YlkTtnY7H2KQOE2PBNGoZqh3uFm8Doz7xdhDMhnEeXKf1/EkfNqPSx0VH2op1gVyUdrY+MIwOX8eLb5YZvWKH0uqdQamnsiBBiU9rIrU6Hvc7LqrNUgReB6PJQBAXhhmYST12DFo5OfMTMy+mJYYZBlM7YS/XfG57ZGgAACAASURBVJSEz/DhaIU4++1hILenhek4M1bifIxp/nwq3nVVIXTHdVxztWOFbelOKzNrdKi9fi7GE8NC8MLkjNHEg0o3emvUXtiWjfM8sEarZueUxo/rxjBOL25npXWE+EkPGKNSZ3bJOEtMfroPZ0fMnMwAkSOC8D3WOZZ1pyOIYMnqDfHWENc3zIweQKf2LLdlVJ/8oGD7EM22V03hXpeACzq005LwPnGeDwwFG7RWSjHR6kXvYtHtX/+swzhnnUmoo3yMPrcPhpLv9HIJr7Ms0LWaDsum6X1OF1iLY06TM8vVWiMtN5a00UrmPO8s20ZrnWVVtURrlWClSzrrVc8bNM2WUljiG+fzZEn7pFerDK6PwnleIoKHyHE2no+M+49//edfz/ydrz+svO07ZjRaOwmW+YPqLEGvzGV/p88eiLREWm3EuHDlByF5cZQYLOuNQaX2wfvXn6j5IHpB4Kz3ONdJy0LL6nb+9tv/5P32J6wd1PJgiYEw97wG2fhKqZQqx8qy3Lg/H3gfMV64bxs82EGwgxBkIzwPHfDrKg0Bw6cNNi0bj+eD4/kP9n3/BOzt+xu1SxNgQC8XS3Jzz27BBizqJdnWG7lWrtoYNhGs53rcZ9vXQlp2LBLAYHC7vWGt5XjehR+xQV8cZ1mT7IW1F00vzhHjwjAWF8TqKiXPgKHS79+//c7ttqtXvl4wrJKofYaDhhU3pzecZz4IwDGIzgm9siw4O6jtFeqc+RM/2f9DoShR49QbYKdwbmcK3TqHdWau9sJEtjdqu6jtmqGtwBi65I0FHxLerZznA+vHZ2Yl185t+5kt3FicOutz6aR1o1YV7Ayj5PkwEhvHvDxGf5Fui3JGw0r0tAkfEn3UGWiUK6pUYcxNLzwev+OsR2gWTXo1Zx341ulF3lXtWeprHcUnIbaVjkeZh3Vb9fMxDjeLrrRiLdy2TS9In6hZFktM17Qwczmv/ISzFqalt1RhKVqp+KAwqfWz+7rq0HMuENICZJy35KvirMKL3qWJ0hAZeYyK9/p8eT+7QIwyVa1VljUKcIgaIcWaWz8vXpwBJwx79H4ywLSq9DOLUMo1NxeWPqDkypp2vFvIpcj94xoDMZm0OZBDzqAe9jaa9vFWduWWM2aoZtmYQZnGlY4Vv6tIJ+lGVQuMLoPINBH0Lh0txkTrBhdXnt9/x9qOypX0wo/RqyVxFNIMsOqzLxOD6o4ni8tNV9J1EpP+//Il3hhjzE4SEcKVQPfTDTWbCY2l1zYv+EFwMotYJxw/RtkyesMbj407V7kwo1GyckjXdfL+9tOEm1ZqOcB09v2NXE4e9+9KvNsASMdxdsGgyTL4dU4xOqtKadgZZA3RI0Dlq4AqkzMME3B//bdffg3e8ud//oKLTo6b+WEOcWVZI841dVuv74xhaS3jvcH5TS/cLqtia+r07n2wrBtjDO7336X8+8jHt29Ak32tdY67SlcMhw6q4Kn5juorG8f5wbavOrAGEqezSn/6UG+xqKERHyK5nCzrRm+V2/aF2k+9boLlfv/Gtq469PPJukSCdYSo9Ofj/hver1rf9IwbGu9LPQi283zc5baojcf9N7ZtZ92/zKCUehxiFFbF0ijHnZAS1sB5PGn9AjNIMZFixJkwMQqeEHZq6wwLZTL/gzNcx6mvUloV1huddRf/q5ZKmq9FbKPWrmrfMLtBonzfr6rP3uXsqvnCWQEMQ0qYoV2zdrWaeqILWGvVPNbLDAa+GFATSaJ4L85OKq4xutCNynb66Fqt1SY2lIFcpwbhHIzAsr5T+8EwemVt60q+GsGuItiazv15zRWWUN92UnPTEsEaGQQm/vp1mFuGMgIzWFWa7Jwv8qrpuhSfzwdrSFznk9F1qdbynVEfxOCmgwzxnjq0JtuqDXEKq4bWJK73krGz0jhEvX5lTFCdrMJ8Qy/4IbdVrRVvIaY0V7pycrkQ2JaN3oRa70NmkOt84Jw6cFozE4+viQzD5wosxKhMkDX4KAtu9GGSXaWDDSrDiDLhvSYzHxZquT7Xo2bU+bhohKDeims2CA7biX6uVAFjOrmILVWLus5r1UVWawWrrowQA4/7g6/vP4rR5AzGBGxQul3lb7KH6zLrrMuKs5b7/YP3t137feDxeGBovL2/0Q20JmbX6LMAbwIGg3eEsHzme1JKHM8DlyK5q2NF8o/s+dZo799eYrl1M7AM55npdpCWlT4Mx3FReiO5RAyO4/mNgbhhoLoFZx0MRy5V2qpV06JzSYSIPuuN5zlnzTRI0Kmt0LqmYHrBWqX6n/c/GlCP6wNsFNKoXlzniQ9DE3PvbGlj2W/kKp3MWTVxYiOlg3GOTqPWKrqBc7i40fIx4wZab2lTURndYu3CmSvuP/76z78uy8Iv//KVUgv0SnSwrAt9WEIy3NZEXFaGAR8Ga9rAeIx3hCXSykXrCrpghC4/HurUPY8P9tu7+gCsofYq29lTIlLr6nsedNbtxnEcWONJ6Y2P+wfWRfbtJt+0Y47i6jBPS6Tm8zNpXXJm324YM8hZr+1BI18SKWMMxAgxeL5/+xvn80FnxceN6/nUP/owHMedeooHhIFeB9v6PvsChIxft5XzehJ8wljLEgI1XzpIg6NVCfzr/kZMN/b9qy5BK2AbxjFsn+6xRunqTu8zZTq61kjGKcynJkMJqb2JLZTSQs7XfO2KSLu/vdNNmPoMlHzCUAd5znnak9u0TSatlZo6qJ/P3/VrWas+cmfxURdFq4V1WWVjHU22wtl896o8VbbAKDQVJF6aYalZnQ/WapXSSueHH3/mLBfW94kUkSDsXZCzKVgB8JpWK7VVTa2t4efvW0pTgKzI888U+E1DDxg6Y1z4NLWeEPBu0ee1FRx6HfauwKiznVqe9HbS0fTRq8Jt3QjvgjF4v85MwANjmtY2PmpacGOGZuXsUtlVn9O6J4RVB0t5TlS2/m4KJUbiFPhrFnurj/7pzdcl7WTZNYbelLCOcZmXp4wMfXY5OG9miCzivNYQ2Ib126SwSqswKM6eZ5ZHesKD4KVfmqGK2jaY2Q/Ztlst2KHWyDaFXx8T13FXnbE15PpkXbcpiAvyJ2SLMiylXDjjaR2WJZCvPPHhXc6f+SJWbYPh+bxT20SE9M77+xdag8d5ysmFKoNjXPXoMY01rZxXYYxGjIbn89T60gyCi9N5JPOO7Oee4PWIYqgWeYxOLifb9gbGk3PjvIpKu1ohJa3sUlqhzz6WkucFO2h9aCPhPc/nQwQMpsHDjs/vVWuNtN0wFkqTAQHs/HnqbMg5422bjjdLbU/W9GWuwfQYMwau60kIgXW5cdUulFPNfHn/wpUzuRQV/wU9gqNLmAG5ZeFa6tQ6kfZxnlk2f7+Qa+P79wP31//2L7/20fnzL+/SHLwlTbdLTIkYDLeYqC1gnMc62NYfSOsP3E+NRWc+8WFlUDmvgxRvjF5Zt1V/WZ8oXeJ8qYIB1uvSDjsFvN3mjWsZ3f4BvzNiRT0e34nLCxch90Ubyk242WkQZ+8Bc+db6sW6vGNGpNVOrnJ9DQa3/WcYKp+J2zvXvHlz/qZOklyITswhYx0hvhHCTuudMz/Z1pWrnPRRyeXg+/1vOCOtBRpxvUEtMz0byNdDoUcbaV0XQAxJQt95zXXDXS/KuNF657oOjJHoPdpFKxfGdEq5BDJMcRoEFkpWcrd3OTrOcop31CvuBVg0wnpvm6yptc2uDes0HeRLYaE5TbmoV23vldGrRDc/k+kWDF34Favsip8jvepFpWvlS7mRMUF8ZoglZEenZLUQLpvyKWFOTt6tWsM1wMgBdV2dmBYGEqcterm/NBZn1PMgvAm4oZ6PMdCvGTeMEVixlEzrp+CcRontNidV6fOFNWk6LXUQ04oNcbbsafLydqjMhwat6P8OMCbgfMeMpn7urh16DHLz1aYuknzeBeZzqn511n+iSWrv82euS3pbvzAQzie+6k2b1mHOMRv0+kRteEIM5NmTYnon2IhLStnX3rAu4YLCd+qjMTM3Ia3ilV4HoXxKrgqiGqcOiKqUtbORNcl55LyV5tZhDJktRofzPLHWc7t9mfBCO+tUGxgRq80k9J056/A2+sAex8G6bdNNNAXkOknGwdJLJXg9mp6PjE8rKQTcvGSv69IZFiK9eiWv88mgMUZgvf0EZBa/8Hwoh5TiOllQg1p0GeRSWdd1ZlD0M2ujYzCz5dALlW4cZy5aXw7lmErWGTBGnqgi5efaqCzLG8d510PDCiXUJnMqpA2phA2amHKvbFWKC300cn7obAr6M3vnOK+PaQpKOKvaiTYfm9YleldxlQwAXVmxUaR57xtmNB737xMKGrCjzeCxMiWtGryTlpTbJBP/97/+5dfoLW9v6sTtPcux8PZGawY3HNHKh6+1iKP0kz5fSfkq2KB8yP37b+r3zifDaNd4HnfcvAWdEwHWWUPrTo4r4z6F3dt2mxH7J8bJBhdTZLTOmqJI6zOVKnGu4tuhfeOi/o/eB0vY52pFIqRzC9YvmLiRW+d5FlzYGd4IW+w2GI2Sn9rd1osYV3o7sTawru98+/43rus7+7oSZ5+EBGpZl+t1MQh0ivrarwfb2zvGJc7rTlzfiHHleT+Jy6ZQUa961ZuOD29Yv+mQjJ7gLPk6WNeENYaQ0txvizk1urzawXtK67y/v2Oa5Trv1OvOdvui7vkY52Eh2F+ZbqMXZ6nm9jmphRjxPn46q2rNmHYRg6o2jVPN5hh1WoEFpjQmquGtV6DQa+M6Dr5++QJG/dXeCpnwQiconGgYYVBa4evbTuPBcT6BxJXlKvNWtssxBsElQkBOHPdCUWj6sAytXl0kpJU+ZkrZqYu6VwXDzBh4p1DbMNMe2jLBSrswOLCiCIf0BVygMBi9U66LkAJLWhlDaOzgV5blDROmDjMawQn+ma/HBP7Z+aVtWvs59X+ktEo0dq9+75OeCym9SXcwQp60XuaKSkRk7yIEiw8vgF4RnysGhvVc54sjNjd5pLn/14HTWp6GF41rqgc2LDFynfr+v3b3SstXWpvU216xXrqdPjV9tuNVlrTijGfgJcIH2Z9bE9H2fv+QtudVW9Bbnq4+FaY5E+fU0CdlWStQZ5kW4v6puWE0rZ1FmPYtLbQs3fK8Dn03YiJfcsyldSV4J9F4eSPFjXx95zzueB9opWndNFPtbtnkSi2FOfJRa9Ojsaq1UB02x0zEB/Zl4dtv/6BPcOLqEylFlqSAZO6N29sXPj5+0+ckrninLvvg5DaLPkwCd6PWYz7aPcElmNfK8/yQJhtXttu77Ls94+wgBDGyzLRuj37hvGMJ6kkPbqgKY925SsX6galPyvnUlscbcqnUUmlDOtWyxmnxn3iaMYjWyU78f/7l336NyfPTzzdMsNIovCeGG9Yb4TxsgCDMdZ5kXWzDmYpFOIRWhtDrM+nIUG9uLZ1hRHG0wwgF3jLBr/QG3isIpuh8h94I0TK8imDSsugWnwdAKRdpEXJ8XT3n8YF1CRve9QFwEefipyc67j8wjKW0xn77AgNCWKil04fqT8eAx8eDbdnxLuG84/H4RooL1sDz/sDZSowy91nrcBbKqZesc0qmpu0Lz+tQ8teok0Ed0JZtvzFqh+4JaafPakrZOwPLolBiyZk+mhxTLk2Ok0RGJpe/1otBn5bJRs5PuZFw3B/f8MES05v29NbMtZQcI3L4qAhIoTm53s7rgQ9K+46ZaK6tas89iX3OWX2wuno4FIDSysCF1+oqMaqceMu6kUvmcXzDWb1USz2hy56clsiwgU4m+gNjKyDRdVTPuvyIczuPfFf/hHP0rounNq3/RiuM1j8Ls8aYa8feCWElJOkB3qrDxFrHGuvsQNffyRqjV79B4nVYKa3LSlwnjYHBOkvIepeRpPZGa+oYsX6HVrFGlGhn7Vzv+YkdnyKkk9D+osa6IHSK3FINEdkdpUpTufKJj4ssnygmP3B6ybaGd9r9q9jIfVpzAdpotK6+GTP1AJAw7ByzxbHyfD6JYfZBdNWlMhQAVR/QJAZbvTr3LRFcpVMwXnXC3upyNsZpQs+HSAZNMMSBEdpoYk9q64L4IWhfWpKa9Bi6bI2hlKFaWGsJM5MVY2A0uSZbzbRaCc7Odkojl1HwomXMJkgfDN4K1GknjaG3Cwt4byklw5BeFmLguo5PTdCYSmuZTp2TmTQo7wM5z4vbusk000Uw7KDVMoP80ozujwMXooTpoXoGYyz5+iAGIdK1ki74IGt1zudccwXBbetBnZWyr8uilhPRQCLee2lvWFo9aeXk9rbTe+O6Mil5GLMiOEbO48AOpsV4+awZUGVypvfBvm+oxIzP9H2cj9Ln48L9P//9P39t9eRf/v1nWi14P9vn4j65PLJ8xSVpnLEDRqJ1S+2F0QrHqddMrZkXjM/ZSQZthW1fuX98w4xX2Y0wCbWcpCQ//4teKazCivNJ/7C1kULCR4uxTT3Vo0+sueV4PnB+x4V9jtZp7srVGOeXrzif+P3b/xSkEQNDKXFjK9EnrlOCVc5CIYzWcLaxpI1B+RQJzewRqUVF9sYZnBcS3rqADxv35ze27SbPuxeDZ8wv1nWduBA5zoOrXLx/+UIvE7pm9HM+zmO+vgJXbpznpYKo2UB3XCfrspJihA4lP9n3FWvj7FpXUKs25QnO42Jf37jKc9p0o0Jy6EAPHnJ+agU02f9iCwnvYU2fRVF1hrrM5ABZrStCwPkBI4uk2gf1Uh9Jt8z1lHpZetO/v/a+ELyjGkf0kGLmcb+wJJa4E8ONWi76qDSaHE+od0RlQS84XpzrL0uMXzEuzYN0gGW2Ds6mRIyMCEmNgozKYOCMJuDOoI3ZgWKBoQN6mAEGTLfTsjzmA6lyfvwdM564sDBKExNrBs9eKeIYFpzT6723NgnIYX6xL4zxKmIqmVY6LnmCG3grTamVQUpyOvUubaXkjjUJUMFWiJOV1DId/dyCSywh4kPjzBfezb6fUXHe00pm9MK2v6FOotlEN8GYlhdKRBkXYE7dGWcL1mkjIOPU1EVa58oHLujvH6JgfFct7NuOM3biqyyDKnJviIyibESIcRoMinpqZk98nQ64fJ7kfHBdD2VHMPpM+TD/ncfcPlz01knbQu+ZKwsiGKKnlKwLxMZpxTZs+yZH3EBGguTlAJs5qlI63idac9Q2cHbBexGLU4zUphrsFBznKbt2jIJ5HseTGFfWfSdnxQT6LPIy1tCq6gjWdZW7ykgqOM4P9u0mnI0Z5CK9N/jI6JUYPfu+cjx/58qXcixN2ZLRCu9vb1Iweud2e+dVflZqoYxOLZ3g30jrV+mFVBiGL+8/oQZMrb2vXOU+dVYdIBNf88wF99d/+/Ov1g3+/OevgueZSmkVFxKjDbZlxTs/26s8zhiW7Qf1AzC04lneeR53hQabrJb7vjEmanlZN9Zl5TpPYDCsZ103mIlbgcAyy5owTq+k6FdyOQnGs8SV7iXAG+vZNnHqz8nQCcsPaqXLHeciaVmVLTKW2idtsl287++czwNDx/RIb4Xj+M5t22A6H7Yksf86H7TS5kX2mPvqQUgr+cqk5Z1zQtn8xDozLOf9f7GmBef08u29cZwnKW6yMjaVJ3kfNcL2ypGfjDFTt5N189tvv7EsEkfFC/Ncx1MrEdOBrB13SDxPcaaEB9frbV1W9lWaRkzqTxldmAzroUwHjLAPDWcMoysQqFpRBeH224oPnlIvmBOkAkUidBpUbxy8BWdnn33FhkUllaOxpoVem5oU5wGybxsg9Hj0gXVZOc4OwwlB4zeu66S3PMNkg+CXCb30MwxXZc/tspNaHz6xFsbNfg4jtpE1SunHpL+XHjv6+VhruK6LAdMUoRVTcJZSDkYX4mEMKOdBcB3coI3O+grd0WfORSwzg6HUJ6UeMGSrrjXTRsGMoZbB7mWlNOpxSD5+vmCdUQ0CQDkkZrY+ZuGQ/rMsiVwLubVZO6uO+VIL3i2qb3YeMzrWe/JVcPQptutw8w5qM/Sh/X4Iy9QmCt4CXaQF45TENq3qURHlhnNWDy7MmJqYxOY+Cvu2zMM+s26b8iJjqKrAMPtq4Hh+Z9SLGD3ndWrTkItWt95POKGmql47Vyls267prZ7UNsAIvBlDwpgy7eEB48x0HjpMzXx7/EPrmCFG1qCzrInaM6VW0jRD+Dg/S62R0kYt0idK75M0EWn1wnLR6kVtnW19p5WLGF58rUGrCkg6MwuaJhfOTuNQH53gF9KEI17nfT7Gn5OTFng+H/ReSSnJdFOnC9YmWu20WvHWka/Gur5JhmDgQ6BXWX2vfM4wtRMjr1TiIkbekt7ItTK6Aoa1ZpzR8NCGMETdevrIvOZYy+AsDfd//OWXX41tfP3pxpXlWLEIrRn8FBab7HghRnJu5DqUsEZtWdcjk6+DmAK3XWUrOT9ZUqAjKJyh0/JJ75Vlu2GwOOMYRh3Z53lIsH/7goppxMZf4sIw0E1nXd7l8x+ivDoT1Z28vOOsynvG/P1qy2zrzm1953oqAZ/SO0yez9vtBzCNfH1IGHZObYrnJU+4U/d0bYVWPnjffyDXSqmVuGxz6kl8fP9NPnfUOhj6gfMRnza8jVz5iZ0jtjUSpn3PvBvH79//zvvbF7btC6VeOKNV0/3jG84aUgzQmzDqrbIvC7fbqldLL7xtb1gfcCkQog7V9/ebyLqXQlc+Of3DT1uys2WO5koOOx8I3ouhg8NaK80jWr16GdR2UrKEQms9dPNp2zYg0murDG+4cmHZklrUgmPbV2q9JPSnNJlG1wyPAVaBw1wyt7efOK9DDq6J6bd+Cv7uD9HXWuUwWq+MiaVX3WalXk+Cd+TrQasFM5jJ6Llqs2YGKT3OJXCJ2tUTsqYN54KClKN/JpZDSHibxM/qF6U9VErlnFhUcZFBYn6RMU6amw94txHTG8Ev1JZpTTRnNTSq/2MMiclmTAF9rpJaK3MCUM6BEQFVBVtr1dcxOs6oI+Z1aKzLhhma8J1Xd0yZrsToT4If1PIkBY+zCe+l6VgHx/ODFCyWCr2wLBHBJxujKShsfePKT8aQNiTI3sH94xujN6JXh/p5XlinYrfrvMjXg3zexZTqr1CfrLK3feN5HMS0UNulUGjaaF37+OgCrQ6W/TYnH9ERrueDXvskZmi9VKoMQMt6I2dREEY3nMfLDRiIYdfa3OmzIaMH1CKytA2iSLdZKWDNqw1Vdl5RimHfE9d1se47pTZGL7RWKVehFWmFdrrtXPRY7zivEz8bSr33tDy7TGby3oxX8NeIeOHUBTLm5wMaMcXJ5BJCymEFuE0L5/XQ3yVXamkKYlqtDlOMtNKlQeXKGFmnc+t4L41p9DFDlK+HWyKkQD51Vi7zz/I4Ltx//rd//5WR+dMvX1A5SmNZdwmfQaJdH119yxM+F5MCSTWrDra0DE2tdj7IIbJtb5T6xNj+ScCVW7By299JQfv7WnQ42Wkf7RO+Z6zRrrs21n1l3VZ54fNzrp/0Q/3hy1fyVVXdiNYN++2NMSptdDAK2VzXg219o/eLa3rrr/wbKUYshnxdpLjKGZU/ZsOdKlv39cYwlj60Q123mfLFMmZRU0yeUR687wuPrL74Vw2n/lH6JyZbvKBGt03uLCOGTr4yrciVtSzCOlujVZqPlm4U3vPWk68L4/RC0IRYaE0aRJ0NY+d5sN521Z82OS/sTNGa177bBWqtE5PuPzWpiZGSjoL4RM68PgN+Bvv6TN97Bp3jeCKHsCyzKckeSRv0Adtt5zyfGOt5e/tCmHA3HyPnpZd+TLIwB5d4Hs//zdS7NUlypVd269zdPSKyCgU0m3dSJMdm9C/xA2Um00hDmweRbA4vM40GUFWZEeHu56qHfbKoBxrNugF0ITPC/Zzv23stjbqC/jnBz2JWPZQ8miHJkgs+rHN+rlM4A3pXZ8PQaP0kJI3R2hTslFao/YR5uylNOO4xVcQ0Rbi99Vg65/4VY8u8uaS5Q9L4zLtFBdJosMZTupW7pFda1p7ETQCimwEM6wegGb9zllIerFHfwU6dKwsZ8NbLp29sOibBOVc1gxk6cPWu3kFrImLn4xCBthQgzIjnKTgocmXgIh1xoEY/6OPAzrRfSpGSy2w5z5Jfr2DaDAlUehssMRGCY102vUwndj8uG8MMjokZil67HXUr4DjvwOCyCrq5rKoHCGCJfoet6mc1x5GlZnrP+nt7wxk39c1iuZ1HoXfplXO1WBeFqDGB3Arb5Yq1keM8sF6AxBiSgh/ngQNssFgTYMwxnI+EmCZzzehGfrxBq7Q+PRq90mvGGCHib9sVYyow5gPcakzUOmtKJB+0t5zCq2EMHz5+pJRGLY11W2dpkW9IHmvloSm98vb5K6N2YnSypA65Zc7zoBSxrUYfBOuna+mEoV5NG13Pah/mgbsRXGP0g+hVaxh02qjEdEFQzTHH3A3jzOR8Lbi/+tM//nFbE3/y53+kLDLSjG5LmPE1OYtjumimmDzWHhz7Z0a1YFfNmaeKUw5x5rJKX9zRO60alnXDWQN2gGk8n69s6zJnmJZ13fDes1626XJOisVNC1cuevtetwu9w3N/Yqwj1z6v9UOz6D4XZi5gXMCYoTKSGeQsN8d53rldg+KTRnPRy7ry+vaTYm237yWS6ZL3dDTzDj5iCPNFcCrbbedmsGdKb1xfPuraeJy4YRi1sq0L9/sbx6G+yZGFj3DBw3Aq4TEUJw2KBGo+LHTB8/ng3QM9emfdLnMuPUtzKI9/nplaywRBum/ypuPxJCWNxBTzU9AhxUhvdWbHNVoQqnymZKLm2gPZCVvvOAePp06gKenne54NQyL6xLrIx916YT90QlwW4V2sc4LcGf1fa4WQIuu2UstOaXdiTAS3cBbtqJwNjH4y2kGtx4yxjrmL8cr8D0WBa+u6+vuADwuYjnMSYGmsoIdnq5mSn/TyxFEo+xNM1YOhPHGtYkqGfQsD2wAAIABJREFUctLbiaNiyVLFlk4vg3e73/H8wkCt63zs1Fbptcl/0TOjHhOTfkw0hUqXA4MxDmdXmeOMPCt2ZHrr5Cy68BiRfT/AnKTFMWwhlzu57GzbhkU9hTH/f6+Nd1x5MHrB+BDUGaiPebBBKcvgsThGfVLON7lO5udAp0+NMnrrk+9k55hLauYYPBbmbX1QisGMyQybHLTaxHurReyvbV0xk4q8rZs+wwZhUap+P9A1Ko6R4CVY6xMU6JzVUWFMSi5QcmZgWJeFFOHxeOV2vdGniGrbNo7zPm2PnfN8ahAz4Pnc6cD1qtt77zpQpelOUboOzvzUd2E0SWHHwIcEQybFGAPH8SQGix2NFDXB0M1BwZpgg9JQ3s04c8c7y8vLld4qz+dj0srlJ3dOpN5z9lhqPZWOw7IsC31o1xfiDEE0fcfGMFyuG/l8UlqhVcXF1dVxlKKGu/9WCNYbO4aV/cxAo4/Btl0594eYbSLjMQasceHL51fcX//pH/9ojOFySzyed7Yt4kwhRZ0oWs3UNhRVNHDmO62elPMN6MTtRh8ZbzM5PwghCt08lJAYo3KeD4K/zHLLyeXlZZajOi5aCVCsYV0137XOk5YrpWthfb1+Yn+oN9KbFuACkwWOY5+R1SCOF2GebAfORox1ONNZ4oXH8wsyicFoT+hBH9rSsHSO+4MUVnUNXNIOxAqHnZakD691tG60YBsV43UzarlSz2P+Odxs/cpznBa1nd9Px94Hai7EFPA+8XzqgeGDwaZAzs+ph23fSoy32xWsmSWrMVEWfroUNJiMQf/uMGi9Mbr83300/NALwlrhxdsQ6E/fVZ0oS1Fj3LvZrjcaVVqzEPzCmU8lR44dhh4EbXRyKcRwwVrPcTyEwUd/b0h+djG04ButsR87+Twp+WTdFs6aad3w4eXK/fmFjmVNL0pBFbVfhTcf9AbORqxV0WugPkHH0IefsdM3zLx+ew/OVHoptCowXauZ5/0rAUOwVlj2MbCjk76drjwwOMopT3Zv5NY5zo4djVYbuZ1YrzJeL0p2DSOfRrQaP7Z2QC2TIFtwRtiT/t5g74PWDlrXLTxa6OXOGEZFRGcYWGrPbBdHLjttdOQBd1PVOnBWlS/TjRAqwdObDnOtVtpEy9AzISy0arF4xiS5Mp7EqJ5MLZngxUhr8+Rb84GzXuwok6htKn1rpszYpxJEUQvfc8cg+ZZujuqApEmh6K1Aa/QOzH7OeRa80/dYPSOFNbyP8z9nqhmETGl9aKFcjvl5dYTpBdnWVQv9XcijfT9pvbCuGzm3yYdaSMumg+B2ofbOcRyKW5vB/e3rjFrbOcrKbKseyjEuzBqSUnjOchwHl3URTcM00W274tvWMcdgMBA3znlHaRI2GfOellTBsrWsF+4YnMfBx5ffamQ4tK+8XK7U3jjOp6LTQ0BQ7wID/d76FFoZmPvU6VFxVuk+a2HoUN6Nxcf3MMo2wxo6JNSS8TGRz/M/nim18/XzG954S1PBAhccNR9898PHyUEpjC7ncckqJy3LBUvB2643JDshQO6Fl+uFWoWUNjhCMFA66bKxLhdybmy3j1oS5Sy8eVho2dLNQe5ZPB6jlwv9ZFlntd53zucTnJ2zxpMxKb/OyI7nXSTGRK3HjNsazscrMXl++fkncnny8vEHWsksfp3/O4PH8RXXBtEGOp1yHLy9fiWkGyms4AqlNBiB2rTEtsZgep/LMdEubx8/8Xg8CE4e71bfWK4fqWUWoKzHm6RZuTG00uj9PgVP8Hh84br9Fm8WLSxNZ1u+F0l1RCy6RgvJ0BmjTJd5x3V90FyMGOfJT1kkXSi03liimFfWKdLYqk6SpRT6EBzRLfpiDmsY1lKqMvn0d7idxVlPs+YbNiSfClfYmbF3Tom12ofCOcVhmFHk+SBe4kYfOr2eteifs79irdderEnkFNwAX0QUNZo593ZgbMeaVQ83ulJswTG6J4TB8RycFC6LozzueNewfUBSZHRUwxoi5TjYS+XYD17fnhLxOD93aYbjLJTWqK3p5tA7ycsBUfsgxoV1XcFBJ3O7bjP15fnNb/Qg9aASYjnJ5cD6BRuDTpldHo1entAMPXhqlV8jrDfsgPM8OA7dHvfzSc6IyWQWUojk86R2S/SJZKGbSQOgKZrbB8NNdhaQcyPFG6MLSmhtYlkC+77rc5QSvRVyPXTedJY2ImGRB/vx+sZy+wHvDedxqqRpNYoOIVL7++9Lh7PROzkXLtcILpNLZQmrYult0GiUdkonbdx0ejuOyWfKx4616hoN5yitad4/HNty5difWBu4vnzgODLPx1Nww5B43u+k7Tus8+TjKx8+fq+HoLG8fPzE6IXn/pXlcsV5Ry2euAaOt5+5Xj+wLR+oTQbAy+WCdxfRx+OGCTdcf5L3Oy8fv2c4z7pajufXeQB1WB+I6CE/RiMsF/acCWkjhFVU46yTfimNdb3weHxBoqgVHwy1nYQYOcvb/M8D0Cf5O7JuV1lkTZwdr8p+qIGec2FbLxhrCDHwdn8jBflQbtsNrAIfSoBFchvk2ggINmltJLeOiXLeL2FQZqoLmM6h5Cnt4HZdeLu/sV0u5Npw3bCsAewgLtc5Yils28Lj+avy9a1x37/y3XffU4slRS2wrB00BjV3Wd5os4Y/F+ouzNKQodVKnYWidbnRakOio4VHe9Ca4f76pHeLm+wncZY8z+cr1jrO45BYpWVs9Twev+LDIn+Jazz3B0taSXGjnAeMwXpN+nAGz5ZW8nFggsEGA2VwvV3JWd2J2+3KcZ6EYDn2nWWJmuUD5ci0+iC4RmvCJxvXKe1Q2a+cnLmxrFfKmeVacFF+eSdMe3e6rtMhnw98HBNT3znPV0pVfLM3x7IEjnNXisoPtuUjxqgP0bvyEY/XV2JI2GXhl89/4Ppy5bnfMenGtmy0yS4b1cw5rxFXh0ItyoyHoI6KFsOF/Tg4jsz1cgNjGQaOcrLEVWmPUWEUtk345xSTyMO9Y42jHCcuWFEErINquX34LW+PX8j5C8ZJwsMwPJ/wvB+KRxol+dp0NWtPB8MqXJDWK+ua+PLlM9ua8O6JM6IfuPNJmB6GL687z3pw3Hfq/iTnwn4WjSf64KeffgIMtRri4qeUKUpDUE7WVR7q5L0SY/uBsyfWPThrxnrACFniguW7Tz8RU+C7jy9clpUQDc6jYqbz0ryWk9I7tkvDG0Nk1Mr+OEkIPUG3LEFkhtEc63pT5yheqKUwmjD9wnAMjv2YCZ1GG37aDYteSmaa986dMXT7CDFSSsW5gHN26l+HXjD11G03RPI529rJ0+Z0Qa56P9Nhied+sF4vNJOxw1JH064OWRBbU6/EhYQJBnqhnQcuOLaL4KKlFJ6PN5YZq5XLHZ77G2HdCGHh8fVXJbzK7JVMuGg5Ffu/XITq2FaFCZ6Pr3z3/Q+00XkemZfrC9YWzrITnXYRJWe82xgDXm6fZteqYW3gcrlwHFJE9J65+BtLDPz6ep9sLu349Oe1MwBU9eJoOpSFJCzOdb1yfxzQLCZ1jFWKKvhAznftON3CmIgYg53JQIUNalVqsQV52UfvjNporhKCZd930qIpSpmu9PM8cdET0kJH4ZcUF6GHeqeUjnMnxmuXdOx3zHDi7a0fcB6e98+MciKrtccYL/yOD45SVad33goxPF3HOYPz8kyHGAlunQ8yXZnW5YKvB4/HjvOOPb9hnefMnXzs5ONgu1xRfcDw6dN3/P4PP9F6miWeAKbhbhdRprulNWHTS6l8+PCR51PxShf8pFYWasv6UlAB3TpazYzWCKtlW0WZ7LkTwyJY3IAlLdwfO7WA84Gz/EQwG85GLSgZ3zhJgW0SObWMBkurnW27sT9etfiMK81YWim02inloLdK8I6CZYs3Zbo5OR4722XluR9s4Uavp8yGdiZorGVZP6lZft7ZX7+A7QxnWZYrzgbe3n7hfhdROC2JWrNOyWVntMqyRAySDwVrMX7jdhOLx3sVQVvv5CPPns6YIz2jm9eZGcPg3Uo++7dC2uiGURspBWLylCoApbeaTZdS8MFwnE/8umnJbIMW0cPQqNhouKUP7MdOGYH18sLb/cFx1mnCrDz2u+bq8YXL9oFjf1Mx1XntN+rAmplO6V0YHFfh/jPheef18QXCjjWR/PbGrz+/chyF3Dqvb3d++fWNljvRGkrXlx4MwXniBOptUae1m7OkNeoKnyOVQXKBy7ZK8WnGDAwgh0s+aKPPpXXj1/qZ4eD3P/1MtIFtS1yvTgWw9TbLpQu32411CZT9jZ41uvFpo78raaPKqBinhykGH9QBN9bgkzzex5G5XG7ExcF4cp6yXfoYwESMUQw5xgvG6uTrQ6R2JauOXZHR5RLIc/buvcYexzlR/yExhid3oe51e5TQDQNxSThjicvC8dwZvZKWoLEVhd5XvF/keOkDkzOmt6n/1d7ky+tXLpebwIIYrFFpzzhDrge1Za6Xq16eY3C5Xnn78oU91wkqFYX7mTPe6aAXgifEjT/8r5+5XT+R64Fjp+adlx9uWjxP9FAKnsf+lVIzMd5wXkv89XLBMDjPqkNdeSMEpjp64GjU0eWyr3qwexdY1pX7/QEd6njSemZ0dVucd9g6WNeFWista6c6+uDxeJDWqM+5F48rxIhzg+cxuXmt0otkXzFGznKQs1cibO5YSylcLhftiveDJSURzFvB4LFDh7oxKs6gm4cxBB/xVhKp5+MNZwcmJIwZvOt/0xJwf/2Xf/bjeT759P0VFw3P/aFSnPUTBmfBKPrZm/DTaVnEpcGRq2Kc+ajUJtRxPoR9+PjhEyFdebl9rxLVEOQwrRtUVeNby/KNNxVUnLfcrh/1MHLKp3c6Zig5JNF7lZ7TWHKBfReF00yPgPNxNnARAdMMxjiRx3eHvhPjZaJSEpjA/f5QUa0PtsumE9qcS/ZWZ+zUcmSdup0XcwgHDCFJaslzsawlsrWWdblSSya6oaSlQUVNP0tsfiEtSSmtJOLusqyU88HAkNaNXAqtqbNhbCDFC+dZiGElpsC579Te5/iui867P2gMlhR5fPnKul4xLnAWGdfMBDQa1HkYaF6qsbmCE8/9qZfSpNf64EUftgHLwnlUYhTy/cz6HWgU6ilZpyfrFxrgXWGbbWnnXmhl8Nw/y3znu14E9qTVypq+w1shXpi4EYCai1IjRh772uQnN/tnfOuctfP2mvm33/2Bf/+n3/PTv/3C56933t6eHMd7j0XUXu/cpDIMljCz/87indVMuWZcgDMXeq2MiScptWCsnVrjgXeOZV3ULu+KXHpjpQN2Vmyr3Niflcde+PL64PF28viyczwOHo8nX1+/TFSIVSamK+mDQRFmq0W2xjtdQrAuZpXKup01JnLWzVTKWKuRUjlJfhE+flR88JMgDMPo5tPag1J2YvSUXnQbcmKijcnGMphv3SVRJAq9FvJ5sq4rb29PeldB0xlxnNISsa5TSsYaLxufU1gkBMdx3AnOTJL2IOemJFdaOHZ1JbD2W7FQhAaPNbIbXi4Lz8cdBtxuLyoylp1hO8t25cwF4yKfvv+Bn3/9zLJcwEwsf/V8/PAdMVme+4O4XrAGzv0Oo9KH4fbyG94Bh2ctc3FfFHRxk0P1zhLLD5YUNKmIC2YYYowM03nsT5yVDnnbXjj2gvOTcjuObwc8awOtIjyU9VpbO0stouIapBUIwc3bnFUsenS8DRpdxY3WjeCenbnYP6i1cblsWtp0PcuNtfResG7iT4y+9waBHFUWLvS6TwcSM7CjFFerGfeXf/7bH2spfPywsG2O4OWiuG43nN8IQVCuEALW6QVjHLQB3m1yhedGb+bbL33gcSGwLFK4vjeBmYvN9bJCr9MPrMyzyJhh5pzl3j6OB9Z4vLfEEIlh49dff5KDfdl43L9OVPLgsi0YKyT8fn/TIjAEzfwGtLqDeRcSFbxPnPtON4NWBmc+uN0uBBdwzvF4HIobmsKyXXDesu9vMhLGqGVYU0JrtANrpH9MUSfZUtV2PY83fIr4pKXvmhZGrbTjrofXdqXOBer19kkPjV7m6dFr/JVuGo8MJdmMAff/W7oJTaJYcSkSDnljsHHlzBmLmUj1ye9CC0xnhkx3WHoHYxzHoZiqGSr7WTuEKcHIB9HAusQYg+2SGEO59/WyTjS3svPGavnbjPYa310CzpzEywfOEtjvO8uWJlPrpJSd2+Ujx/krpjYY6zyg9PlnHBNJVGjHg3IcbMnzvP/CL7//if2t8q//+hP/8N//jfvbwXlUzqOSSwMcR67U3FXma5o7t9bk0HACUbbeOU6ldmo39BBxfhMteQzRV2MiLYnPb/dvKJDc2uSwdS0mYf6svU5xxjLaoFUlWXrVQv3cd96+vvJ8O3l7yzyemXwqhaSQxSbcT9D3odVMrVlypCJAZS2ZGMOMvoNxY45NRN+NQf+M3kXlNY5JBVAT31hDzTJ/W+sx1nNZIq0cs2wpzHgIC304zl2aYmM6SxKhoFVprdcUWVe9IISJ8ez7XQvvIsDguizydJddqJSg2XtraorbyfZSaU4eDuYLZN0uCs48H/goJtPr6yspRs7z5NxPbpeFZQvcH4prf/f9b3geJyVXrteNUu6asJiF2k+Rg+OV0hQIyPVOPQuXy0eOvGPtO+RTGPZRDxEMbAQ71cJd1GvnnVrlo5PPHe8997cHHz58pNZCDB/AKAm1LPKf9NnFMkRi1M+rT8QRRhTi0btkWVPBW0omJY0VxyiM3jhLprRDKKEZaqtZB9paKyEFam/6z0xj267qBSU31wvqXnmv0I1zE+HO3NM15t71HX0SeO4H7u/+t7/4cT8f/MVf/BHWCg3e+1NjI3PB4PBppbVCjAbnxsw9G5yL7GfjeNzxxlC7XMJpCcQkdW1tp2x3Vt6GVk9GF4snJFm8GF3XqN6xiLlTe6U2Q4ovlPJgP94oRcYt750e5j2rk2ECvZ2EqJw5puN8IMaVx+POaLNUFZZJ19xEcK0HzidciNTzVRgAI/taSIFl0QIKYznzSSmZdbqrz7xLzdsVR178IIVAHztaY0qgpFOqykvWWFpVXrzXxrK8kNaNUg8ul4/zi/XUeGIUeoOUdGpw0ZPrqfHQHHmZeYJ83N+I8UWI7j6R0MsFF/QhVxRQkqzt8jJz/KLoBu+xTg73Uau6JCmSFgeIamwnXK/PBIkzYaY6LNZrKe/se7Gvz1MxWLcwrCLKt6vnrE8qhjPDGBHrlKS5bosCG0RiXOai70UP0NE5jwfBwNjv5PsD0wrUg+fXzN//19/xu3/6PV8/7/zy0xeMT7glseeTmJLmvEPMJW8MfjKhBkYdhkXintqlzjVOeJVhA8t24zgOjlO34zNX3aqcmyOiKd8KXkC9eVN6XzAaxvzZgTWd6MAYOVW8M7hZJDTGUkvnPBtvbw/u9518aDzUeuHD5TZZXg1jECY8eCyKXzrUZLfB89gfmEklPs+7HDutskz8uTXMU6ziuvkspOkE8UG3HGP4tvxutc9eR6XVzrG/L1i18+ljcFmv1HFQ6s62LORyULv6BqM3UW6HTJlmvHthDGne/s+z4kzndhHloeu3w+vXLyyTDCHMkmyZwwiDc//6Sow6oMYgCu6nTx95PHf2w/Dxh+8pOXP/8uDj99/rs9lOHvdf2a4Xhql4o9P8eTaMHTPSDjEsGGM1XswHhqYR+8hYN7hsH+gF9ocOEs7Hb9OFx+OVFJSQtFZL79a7qhC9CavjBKt858s567XXDPo9DNNYFtkK9edY1bV6PjHWchalyozz+Hj5djh5Pzg8jwejK7SyXl9muz+zXbQfUV8ls6TI8zhY5jO+9w7d8q4LmMRRaumY8e5qsbQ6eLwV3H/+27/+Edv5y7/4LaU9iDGxrdtk6yScCdiUFGHbkoB0fp0wu4VctKRy1krUcjyxPspUFsKMCEow5UPguqUZQwTnBnTxs7wLEtyEhZgSzgVK1QN0f94JXlpLa4LYVbZjtaqn9sy5P3EYnAnUPsglz7dp0RL3/iCFgEWn+FoLy7Lw8vIbRSY5SeuLxDFNhcm0qEE7hnArwQdGlWHPRc9oWdHLGARaGB1cx9pAcFLvOq/Im/OO89gFSTQq9A2mVMg7mGUu59C4sGhUqCKdCokxQHCetLwwXODMDyyD7XYlhI/kYqgFzDDUkWn9pBXh1PO5k1JiINZTq1VdCeu5v74RY8BZ3SBiinROxZdDok4mkXUqNo2J5Tiz2F6MOotpTcwowLlIGxNuiOU8P1P6QZlCIoNQI7UeRKeC5FkgpIsatfGmOe4QLr29faW+/YIJjv0c/F//9Z/559/9yr//zz+w74VcBuWofPj0PZ9+81usD+yPJ4szvCwRj9JkQj9MTWjUbbO2xp6zLHZoP7afpyKuvdLGmP4GvXhCjN8+120Iix2c6KcYM+fEXeXMuXt6P8n7pJNn9EH7pVlMCz4Ik50L+9l4fdv58vmN16938n5AyyzRkqInl51BY9RTD/JaaKNylmNCAJW4cl6YGu/V3xlDfuzWsx4yz4NtvdCGxoEhLngfOYrApc5FQtgYI8xDkZlj2ZXgPfvzP068+yk8ijMa85pZeozOUusAaziPgzGGxnFxIWfRD4J3BC/sT7eQ1oW87yzrQoyRfX9ONcRBrkpv5vOgl6qR77ZQmz7XpZzsbw9eLh8o/eDzr3/g5fYCPtJq4f76hWVJOOvJ5z7Tjkqt6cHqSXHD+SgJl5v+nKHme++wrR+ASjkfGDPmrV5jufO4M5p6HrmcXG7XyeVblTSjYW2lDqFrfBLGP7eOjdIdO6OF/HnsnMdBTDKFvr19Ydnev49eBeLcCCFRSyYXIWuUfuzcXj5Qe6UULcrXTWic48iKXHuFD9qUylmrkVfvTXBVL2KAMQjvM5vwxoIZQum7v/mrv/qx5JPf/PYFTMb6yLq8EJxQyDFcGMYBRXIh4zF243kc1OLx4QVrAs5ontZq5vLhEyEqZqiGqMYv97c7tWaGtazpwvPtFy6Xl4kFd6yXT2AjZnT2445xQ8u64w3vIrWqyVurOiHBu5nCsPQ+F0NO6YJ3H4QxGW8i0RlwBpcWrA9TgNQYQ9dkMf0jzioeqLhuoJWMt1rkCafc2barlJy1siR5xh0KIXS6roRIrRui5yh39v2N6+2qnUNT/Pc4noR3KGI5uH38ntYKrYlzFZdFjdDeCMERrOF533HvLKi8k9aN554ZI8zb1U03PKuld0oXanl3twfFM02QNCckXEzUUVgXGfTwTiC5njHOYYZjSUmiH+/mC8DMFq/cFOfxJAShKazVhzHnRuuAVUfBuwPjxBVy1rLvr1y2jTG7Cb3sxHiwhM55nAQ74Nh5/PIvnF9/5euXV87S+Pfff+W//fd/41/+5SuP/VAUeqgfsCaVqR6PB94aVmNJdmjHYpqCIR2G85ShGbBDdrtmLGUYPei9p3QBG+2MiGMtZ9XIJ4TI47nPHQFKpU2kh7A4etA6Z7+hLAbaD8ntPfDe4oOiz/t5En2kN+3NkrXQGuXI9Db4+rZzf33j9Zdf6aUJrT8M9fmcn5PEkXc9qHxkDE8MHh8E8VRARBDSmBJjyPi5JBVyW23EJelmlcsMdph543xf4OsW+0521QuyAsLbxLjhnCOfTzwVuojMvaikqn2i/h7rJMVqw05P98loHWzEho39+cR7p6RQ1Ut5WdRDWlZZQ0tWF+lyvYAxHLmDGbze39huL6zrxtv9q7h5Ti6j/Xnnsq5gdLC1RqNsGHQjqdeaNnodlPpkmGMi1l8IIXF//ApDJT2N5LUPsU4din1/4GUD0OEreXyw1FxpTe36GAOtFT5+/IEl3ShztBmdo5wnpjfK+RAX7PnEGd3uc8lsm1D857ELt2L+4wF/5Dvb9aro83kQ4zK1vhVvvYrHQ6BPvfQ7SxJLKy0b+czCqsyxWkqJNr1Fxhq81y2wlJ1l8fRR2Y9dPpDzePLDH72wXNQUH03kyVLgWRsu6iHkYsL5BYxhJ2DMyrJeOY9daaoo0OGSItEPej+UHX97Uwvd6XTWpuErxpUQN/bzzoeXP+HIam2W8uTYD9a0MqZtTiW5wPO4a+54SJxiTKIVNc1bPXA4brdPAtv1B85MUimGNiyERQYyoyy5wVDLznlU0nKhlSZL3dCV9j0NMlqh15PgA7XuKurlokJkK7jgaMYq1ZC2SbKdQqiJZ3F+hWE5Hjulnnz47iPGe5j4mDYsx/EV2qkZpdPiKiQZylTAMloutgIUUT2rxoF9FGJ01HZn21bFMqdNENNZto1Ri16Iwc7TVf3WB7HOfMuM19y4bRecH1gvNPh5PjnOol6O6scwMpdNX+IxdLJ5v5ovS4ReSKHz4cNHfPhOJ/1eiO6C6RkzdtLiyeUzt2vGu1NQNwLl2Hm+vfH6ePKP//B7/v3ffuYf/99/J++i+vauPopQ2hCtwSI7Xa+Nl0tidULr5NY4q8hs1nuG8ZTO7BZAG7M5PdTDqPNlUbvgfd4FzjPTgSWtvD0fYGWh61jOVqmjz8OWpfZB6/OFZHXbHBMAaeYLx1oIw+KN+g2lN44iWm90jm2R6hbjOB6Fkjv7WXm7H7xsL9wuV3oRdjumRW12C6ZVxTGPqvFklMfeGEM5TzDMZvSYWf6IHULe364v9KZIdnBMQ2EXKbiqJ4KVffT94dXKwf74ivOD87gLr56zeltGoYvggzhd66YyWlywDvLxRggJhhw03smnnpaE84nnOR0dpZDWDR8Tx3PHO8+SVmotPB4n2+07HsfB9x9/wzCKs+bjxKcLw+ngqbSkIS4LPgyci/gQqHmf6UM/gYdD6KCe50h2/v7G7EXZTkjbpBeLw9WamuOXbaMPdeZALMExhV3LetFSumWWRTerWqt+Bt5iqLQmDIkW95nLchG7LXjdTp9fud5e5JExjeFULrVMUvLo+rk0McnepXag74He48LvM6cGcryXEO+bAAAgAElEQVR4jA3fJiG9dyBibNAYtOyzCxKoXRreWgrub//mz358e9z5i7/8E9KiaxFVLeaQNmx8YdmuYDMhiSsVo6eYzqiF8y75ibG66mlpDr0c3N9e2S5XAedSZIwCGK6X76kFUtKDq9UxT346zfRecS7xeL5hrad1w+vXB61mtm3hyE9Ga6RVV1HNKGGMTJxce+yAcRLjRkwbrWVwTiMkdCo7H4f2HMwEQkj6dx9KXZVWCdETYmLbFrkDquKPo53679brBL0VJjhMGIfWaV2zcBeCUk7zf997i/M6+QUXiUvAGEMKieAt1g4hl0slxY02T4zbept+D51wc95xTnx+oZo7zhny+SC6+YHsjdvtIxhL64Pj+QqmUWcrt7V3WqjV+MyLfZWiPjTrulDqLox/d9+4aNftgveWtKqxHaP2DblUtnVjDOEoUlwxxvJ4fqWWO7SncPI9oOn9YF2v+HQBd8XZT7x+/kWnrFx4fTT+77//V3755Y3H/aCPaeSbPYPghXg/joMQEou1XJNj9ZYtwKDIITEsz9wZLqj46d4Bc2POeQ11dNYYoQ9aERwT2zHdkN6thAyWdeV5PHFGewz6oI1Bbp3SO7l3utXi3nkP1lC6CpNCygtqx0CoGQNxjdSSKaVgvOW+7+Te5RwpVSGWkMjN8PXXV37+Rcmt27oQHez3r9jR2VLA2k6pu/ZiPlGqdoK9Vcr5nN8pxKdKkfMs9Nq5XG4wFN1XG1uojTFHfyktKmWYguk6CBprKPlQg3ryytb1kz7rabaYXcB4YDRamc19Y2j9xNuBsX7e7gv7Uwrc89gpDZbLC72Di+q69GYJ6cL1cuGcfCcXVzrytnz8sEArPB9PrrdVB4uwYo0TLZiBMY2anzjnOI4HYZamZZYsjFEm3HJA7xy7ioBL8oyhDhVDxlQ/qQvncWdbF2or7PtDLCtjOffHDAW977u0Iz7PpxD/NWNMIS1CQhmnUeFxHPQujlyrhW6nisEqvowxeGvo3ZJiJEb7bTzsvMXSeT60L9kuH+c41bCsaQq51K6Hzpkz6+XCvmu64Z0YYN4vOOfJ+ZiLdaf6ROsYHPvzxP3VX/zJj9YY/tN/+Tue+4PPP/9Kiu8xx8R6+cSgE8Mg5ztm0kZrrTwfnxklc3vRA8qaRoqO67ZQimZofTQRWlPk+XyST8inQIPX2wuDQT4yPq60MSZBNSjWyKB2xSbz807wfr7BCx8//lbJi+NVylDjBDgchud+kBYB3s68K3VCnUkjqPmpm1A/6ch62EumlxPvFV0cEwiIFSH3yFnoEieh/PP1V1JUGkmzb0mXYlBH5syHvmDGT+5MJYSENeCotJpZ0zahlYukQEFRvD4yKd7oA7xPumlZLbOO8zlntWjPFBfKIfRGJ+PdoJwaAbSmeXFrllZFPe5dX2jnI87qZBImvt15vUTSfMHV1hgm0qrFdC1/rQtcrpd5orWMYejYOZcu39S+3nlKbcQoLalxB9YWyp4JbsX6hd7GvIVG7MjUcaeVwa9/+D2LTTxeK3////wP/vV//Ervhjag1E7pIvRKoqW2dghSBKy2890tcUkeb7pOzw3Obnhk3RZqF6BOZF6lnpyzkwQrVET0Ae9F73V2WjCxszzl1Sq3EGKgG3GnjJ0eFWNoqKDYeye39s2N8s4SssbBt1vuRNDTWaLH9U707190kWRjSjyPg8decTGRS+Pr5zf2+52Pt8jl4um1MErFJ0unqL+DRooly0XSB5QpUstFGJxlWXh39/ResLZy7p/pbTCG4/54kOIyF76NXE7GgDrGZCxp5+Vdwnqr3pTRSMl77XfCPB0LaKlTfoxJC9sBMa6c+RQltveZWtJ41wyIa1IUe0Zbcz60b3VWm+s+MM1hzM797QsfvvsB4BsVIsRNzow1zRP1qTFjEK26tUaIjkGdTeuOm4vmEAIhOqFIunYdMXryTPSlKPyKxnoabYdJs20NwOOdfEDLGvXCRVQHawv7804bnuvtI2MY7o8H19sNNxQTN86CETrfTkio1Mh6ztWyM7AEr/jw6+sv8/eovy4tKsHGFNifB20YhpVlMOcD5zw2OqmyQyJOm2FMi8bDTn6Y2qT6MMaoZ1cH7j/97V/9aHrnT//6j8nnjjOwbLryWpNIa8TaijOVFBxx2WhGLP9WCy8fPmDn/nhZEs/7V+jCS1ir65XmhuiNFlZeXj7QeyGXzHFKzuSXKzk/pZDsdprWyjeP8cfNU2untBNndEoSoypQutICwSm1c73dcH5+UGvnennh2B/0mknz4euc/zbjd8lLSVsHLgYaVfsUY0jxI60KGX48vs64Y5Rtzjoezyc2LNMbMmmd6UYZ4KNOFZftRcuq1uQk7jCGfAfnWfTXoQfNeZ7k+tSsmkFc0redDwwV66xOPoZOHxnnxrx+V8Vq84EPido6abkQwqpl9tDpxjtHsFqW+ZmsU7a8UfOhixSdYQ12DEWgW1GvZkYMWy+EOH8Hq1rD3qHF3HnSgZgW9YLOgyU5tm2l5kKIF5oN9H4K2W47P//0O/71f/4vSh+YkfjdP/zE//F//gM//3LHh8SwVsKn6VQI3uCGIQZP9JbgLR9ergQao2W2JWHNPEHWzlsudKMXm3XCwsWZea+j4qywLLK2i6RgjMXbSCkSWlmnboZ10zvuDH2Y+XtRqqjWKk2zjyTv6FW7F5ESBgOL8XY6KRregp0vrOQdZupdvRtsSZHPMcSdUmxXaJqOUXl3f/L1y+uEFF5ILlJKJ61XQvJKSvU605UDXGLdrngjsrEAkyq9GRy1FvbnH/CuYoyi1NYIYbTvD5wJGP0QcC6QgpQK1hrRpIcOamFGi9VvMOJaWfftJbCsV+2k8jkDGXeCX4jxxlH2b77z2lQofjyflNl+H00U4NG6RnWl8Lw/uCwbj/1BSpInlXJXzBXDWQRsDSlgLSpOB6dARFdKrfU+CdUe5yz5vJOiJaWA94pTY6ywPehzaI2DrptXLhp5BfMfzo0UN8aw1F7Z1oALA0am1ExteoBfr1eNVTsSyPnAWQ7c0J85T6YZo6tMaw2ji2q8LCu9ZfpAe48mHA/GilK8XmYPBfZj53J50TPEK53nkKXTuIHzgW29YIfwJs5bvXiCx6DAgsRTkM+d7z98j/vf/8vf/FjywW/++CNjZJboYMC6aI5/vV24bnqIlVrwcZkGukZyAjBGUxltcLl9glaFTYgXnu8pghDBLLiwCPUxlEv33uGtp5wnrc2rYqss8UqncRwPua9bp577RIA46JUxrNzr9Kn/9BicsNhVcUdn+dZkbmXH0bleNnIdGD+/7Hr9cR471odZGNMy1ruAs5EzH/JflFPLN+cIcSMPUXHjjCmWWqW7DAv7mWV6Q43u89S1lm6wdtFtxlrSeqMNLbL0wN/wztHaQUqbHho1awTRJ7bCaL157k8WL4xzaXqI9V5mbt7gw4JxXoGBnklhYXRm10QwN1AaQ2jngaEoedUFKXR2EP3guw8vwl37iPdXjFVMVZh64eTfI6PxGxlUxFJ5JIasbs5g440y9ADTbezB/e0Lj6PBWPjH//Y7/ukff0/t4lKpJzB0uFkWvTCcIXpH9IZII3mnBEk5uUSHt2B6VyIFy7MUfSCUjfuWKDJz6W+ZscYQZ5JsqC1sLftxYoPDOClT1+QxDJkybZBzZEiOpYKeIVf97Hpv1G7BhamhhWrmi8c4ah/UPkcGVsXA3gbRW64pUnNneDepyBKwOWNoFfYzY6yjnI3nW+Hrlwfffbhg3SCXQlhWPWh7U1kVPThb76QQiC4QQ6T3cyqBnUqEEaUk7QXnHTElamuUfnK9/sD+fGNZlwnVq8TkBQK1Bu8i67JNoZtRAst4BiLmGiPntjGKTg+jsmtHCbyBV2TXSgW8riuPxxPw85BzakxjJZvqc9e0bB84ayatKwY/96yZmNRVM7OeY01nlCeGqrEahmi1lNcIXstn4fedYvejUusBPmL8wmhVD2kstVUVRptKmt5J4uWCDiqjd45D47JlSzDOeQDprOtG8FpWpyUqGeUUWmF06v5kjDpJG7otX6/bLPEJMwNOlPCw4LznODKldi6XF2FK8oH32jf5ICeOgg1utvkrl8uFWk7WKDhtTBu1N1UimDbRmnX7mYZVHcAi7j//3d/8eB5P/uiPXjiPJ9sS2DbtDTQrVS7cmMaaFBd7d0hb7+jlZItBjmlrMcNiZ/rj2E+C85znVy7bJ2rrXLYLxjP3G41hOvfXL7x8vKmIlxIuOJ6PN663dS6jdeUEmdq2tLHcvptftowznnW9gNPfryanmW/kY37YnL5ISQ4N874cHw0zlCLzUQTTtCQ8VktQLyMbY440vKH0hlYe8hF0Bi0/WVPgPA8MlnoebGskn5WSH8IlDy88hAOcJcZI6TPWOjHSo2uJKuaMJZ+ZWgrPhxq/fSiCeeaTFK+zIdoo9aAPplmv05qdu5jCfp5Y51X8sVIRty7YnjNef46sDHjNoqvmUxC3576zrRuPvXJWSwwXZtcTOzHXIeqfUdtgdMV9xxCiJQXHIGOs5zg762Wjs3Dsmeg8oz758vaZ/e1OsIl/+Yef+Z//+jO9DQpDEdhhJ0nUsHh5Jdz8Qvgx8ArYMbphWwLXNZKckxQIQ+mGvRSG9RMcOWmlQwgfg5JSxtip5W1T4aRiau91Yv1FQv5wWRhVe4A+Btb52V0w+mvMwE5ceUPOnIHFGs/+zkOzllwqFaOFqHdzrq4Xm7caE7eJu6nfdMBO8ckQtNT2HqzjLIXnefJ6f/LHv/0tLx+uPO93jLWs6wumN+36rGO4zmg7x/PJsuoEe+Yn1g/i6udDzbAsL4QQ5JKwal7f98KS5L2vrWD9fBZYA1auGDN7Q9YGUrrqOTIGIUnGBBLR2fd5e294OzWv5ZTquFSWdZ0HqEJaF2L0gGFJ23SEOLCDFDesXXHeSyhVTnx0OL/QqsdaP2f/XcvunrleLjhvsM4QwyIYaxCQMHhHaxXng4qz1mFspBMJcQMzCFaY9V4zKSQcbrrSI6LbCggao8O7ScWdlGJn5UAPzutG7iy1ZSXRkN/GWovpTS/b6RMBHTRqPXn3kuQyF+PoBujcmIcA9X7cpC2EGaTorWr0ncL0yOvfO4akFNY8dDEUtNA+W+la0DjL28Bonp/+8FVN9NYqf/anf6Q2K42YPMt6ZUnfYe063QtWC5/RqfXAOv1BzkM9DkZVnNM77s/PPO6fSd6T4srr62deXr6TJH6oAXvud7zrYOE8O3FdyefJ9TaNY0ON+MfzTc3464V915t8jPesfWNZJKJP8arzc32o4RxAaG89WLvpDOeIy0Jr7Vt1H+sJNknd6T29PfG2MI6dVusUElm8X+gUWtPb3RnJdbbLhdfHG5ekeOZA6TJnDGc5cc5iRiW4hT7sf8zRQ6BUiXpiWnVNNGM2uTOX7QOtVUo+2NYrISR6F2q7j05ak67p+d03UMFe8C5R605KG2fO08cd1X0pJ3beXrZ1USl05Plihjrz60ua8+5auKwbpsHjkIv7fn8ATNGMUjy996nEHDPurHIWZqf3x2QoRYzRX1sbJGdpjwd5f+XL1y98+fng3/75Z3pf+P3nL5jZ8hlGNw0/2/fWDJIPc78EyTvs6BqbhCv0zuItHzf5pb8+d86qdJXEY0yHujocvXclqKZnxYcwD0zzQec0mjBjcL1cFW3tXaO0MahDo6FSqgqDqITFaBjEmXO4b6XA6PQCH73NnYkkVt5HhpE6oHboxpIuF0pr9KGTfEpJoyzn5kRjMJzVn12vLPaj8ftfPxPM4PuPN0JM9NqJwdF6oXV1q3rTzVNeDM2105LmLcrMw4wWz31UvEvkogV2zQ2PYUzZV3CB/fkmjTAT1peSDnDDkItuArUOataNaJlOnzFTgr0NtlUY8Zw1xukMjnOfL4+N46z0Khp2bQooBJ/YHzsuiMt2v799Cy4E7/FoZDUoc8ksaCUIe9Ra0T6nio0mRlT7tqh23lHzk2W7TgZYgz7tkVN7XIsOflj52VvXDiTnQu+NJTp8kPoZlGyzQ70w45gpPUsKQdj4MbSb6QXnRde23tDGUIO96OdlnQc0hh09c7ks31BO53nM55GjjUaIKjbLb6LPUsmZWhuDSFo2Hs9DNzijFnsKcpzUWtR7QjeQ1tRxiing/u5v/vTH0QY//OYHjDU8n19YlxvWCnpWqlzl0kZoEVPLqfmmCxxVP7wU1hmrnOU4a7is13mSngvg406ub9Rp/irng1YdH7/7c1xccPMBqqarrojaFXReXl547IX1srBdL+S3X1TeSXGeBAoxRuK64c3AtEwrhfX6CR/18Aw2ct1k2Ho8T9p0IdR24Eyd7uVBG/IIh7TR/z+i3qTJsuS61vu893PObSIyqwoFgiTYgOTjVJrITGYy/bT6h9JI70ni46MAkCCYqMyIuPeexlsNtkewRmVlVhGZtzm+fe21viX6BK013m4vnE/PeBc4jhe89UzLCVmvit5bsjjIFPIGWw2P2xdivIINVCD4IDDDJrZOHwKtFXI65AZQ8rBRZ1n2miiL+eOB1h5vAse6UnaZREpOUhpT9dgzPAheet7f3WS1FFRrbNsdrS1TdCiVPiQrYxU+GkqulHQgyPqOVZWUEnG5jIVvxpgZbc70nnHWihOnVLRxaCPypLx/Hbp0yddaoRcej294azju31h//nfSdifthT/+2wv//uUVN02saScYh7desha94pTCK/l3kXscrSAcICU3il/88kfy/uC7pxlqJrdC7oajQK6NqhTa+bHkl0ItJW4ESTtXkVdlSSupf2PEUmmtpO8bjVL7uEWosUcQCvWHuaE1DKN3hoazltorVnWcuCjkcNLDZqkU+5FItdCtpirFnju1GVJOGGMwVhrt6FBGgM44zz5yEsY56jAN5Kz53b99ZT1WPs1RWG7BYZznSJW0b7Iw7tIBv8yLoF26yLMlJ7btjlLSL2OMuILqkD1fvn75qAaoTQ6AGCd6t/QuwUBp0VMcSSSY1hivN1ALRxL0jyBaJOzbRjanIXo8A/JprSO3KkFJZ4SpNt5z8LQmu4I9HRgjh35JeTiw4sdQ5vwki33l0Eqa+FIutJo/bLhaaZzxw53JoGYIMZeumEJEK0hJTC+1jJS/7qQktdQpV8omzy0fJ1rJtLoBsJzOHIcgUozTHDlTCpgw8Xh7JXiHcY50rKKGTCdKreIIQxgl/4k0chg9kdPGPJ9QypHS6M1piY7sQ5SVG3YtIi/XWkdItoFyTPFZKBbjV8iwJjiWkio6GNQ4PI4jEf0k6wWrMf/4d//w03ZsfP7uMzF4Stm5XK/EcKKkFes0LkZyach7Lx3NNYs9bPYeaxTenai5cru9ohDUgNaeVBLaSFOXs5pleUK5iWk68dhu/OKX/0irBk3n/vgT1kdalm7pr9/+wPl8EcxzEgx7CJ7eDrwxuGjZ9sx5PqFNI4bB7FKKMM/SYxEmqYdNG5M/c3v8LPCzKjwa5z21dXGPHG/osfRruTKdrhz7RohnamvSTaIauazEaSHEwJ4PNJb1fh8P+UOopvOCczO1dabTgrLDhaKNVITmSqsNH8T9BIqcpRvb+ohRnlYOUJVeBXjogwet6VWggKIsGzAyf4IdGnyjYQhRqJxaW1qX3Ii3hvNsBKtt1XCOJFrv3NcH7b3Zr2wEM7qRrVSKCmK6j8W3Jtc60OGBXIdnvla8kw+cNmDNAkqmr94VqmTKsZP3G7fHjXJ0/u333ygEHlnqU60No79co3odvd9SYCU7IJnAjdXS/FfE5hqjx7Wd2UPKOxWNMpa9ZPbSad1K14msgaGOhfd4sCsU1kt9rTVa2Ftao51hOp2otbOtO7kWwfa0Br0NG6pITyhGChxySx/Nj711IaEOdHiwTnhnxoiclQ6c8+TS2GuTndoui3pUl4O5d3TXtNZpCpSRtj6tlMDvFJTaxaasFD///JVjvfN8WcjtINf+MYmmfZPPSu/SLqnAjc+dVloS7VRq26lN07qFDs5aQojESeChKYmD0k8XrJuwxiP0Hy17GGdlWKpCMVi3byhV6U1JkBIEx2HElVYG1NFqJRhy6+hDMfBOE4MgdFCAsqADyighbiuRS00vmIFRUaYzLbMUxJWV3g5smOSgKvJgrlVyDc46ehNTyePxMoCtsj8N3hOcE3SMYUjOdcA5hbgwn04yK3dRctbjxvn5ibyu9Jow3o1WwE6qia4c+56Y5pM4t7xYrvecCcFAaWgj/R3agBRNCdutv8tZWbBLehRutZYHikZuU8aN0GaRg1js/wJQLK0BBh8mYbhVqdBWOkNLQKEjffQtFUrL47sPNSVK6Zj/5X/+n3769z/+gV/9+S9RqnE6yYGwTCdB+CqN1p5pcqT9juqdkhvGzFh/EvtcNyglTXNGOeiybDRGsCSl7OyH+Lv3PZGTNJBprTn2nZJ39u2Fklem6cq2faPkOq7OME0TJe/DNWMEZ+AkXaqNRWmDodDSyvH4Ri0H0/kkobDWULWDynh/lnwI8pBsA4ZorWj4WmlZDGmNcoLApndppKvSbS70ULnGpSQ3FrSsZmWZDvF0QtuJpmQf0bro24wMQB2LZuc8KFmyWxflINMKF+SLXPJB3g9aKUzzSXqcKZRy0JCJuuyZ9fFGmM/yWqgmcpxx5JIpVW5Qxhi00hjdOUUFxpBbptc80M8jaV87256ZY2SeJ46KyDOlyM8w43VRcpjX2sipk9LK5C1Wj3yFEu5TznUA4RRaTegGeb1z3O/Uovjtb7/yb398G26myhROlNrEQt0arRaCswKHHNP9u3+914JVgq53RmN15cfrxPUsDrTbUT9kw95l14AW37zu8udDSRhOq45Iv+Jos9ZiFZzmBeMC98cm5oCRn+itCQXBGiryZbT6nZhscU5wPnV0as+jrnnbhaFV3w0GrX3sPWqVpjzrPd55ptMykEF6EI0duktToHOerjRNaWrLMq03QQKVUijpwGjLfc9s64NfPi20shPmRYwdxgwemsgap2URDb5XrAuC4m9qMNRGlmPseEoTC7NCM8UzKMeWqnCkKNzvb7J894507LIrbeI2k+DtRlf/iT7xTlLcxpmhHYqeb539kJJCkMOhV+nLeE/KpypdQ9uxYo2Qgg2aUu/EIK457wO3xzeck3a+DuS8SlPl2EEKqscMk0HGeanLFdNPZZoGM61UujZyaDQ9EDFCan4P4fa201thigt1EAJMiGP5LM8N60481hvRC+2g1ANjJamujdjVjZbnT8tZ6M/q3Tov+7jehRkWo+XYs1CAkUX7/thGsqAT4zJ4ePIZ6b0J2wqpvW6tyHOuV3LZ0FriFM47QvRSS15kGFLKCVW8aFoPmL//zV/8dHvc+OGHZ8Ik/Pd3/7YeFsDzWai6rWZCkGTkvCyUWlm3Q5KyxzpSm13Cgyju95tME15DO6gpgXW8vn3FB8Xnzz9QK0zxxLa9Ms8RxUhDKqSdsDdq2eg0luUTqYgHWRlNbkmAYznjNJRjJ3ojljwtROCaGaRaWPedKcqLnEvF2omeC/kQuQKleGwre3rQNB94CmcNrUoxjtLviziRLtJRcfFK6YVaDsGOaEurmmO7EaeJlKqM42NnIGgAcdVoI4YDKdXypJTopbDf7xjah5677yv7vjIFzRIC27qJvVUMnbgY6Yi0cxy7HCRdKnWNkg+ZoqF7I9XMNAda3rFKpLReq+BoamFaFuS7bNiOQimFGKIkYke3hPSzF4xybPuBdcI9epeyjHbkQ4KjtRykVNDdUtKNl69fePly41//9Rvf3h6cn85yGDeYwixVp+lA9Y7TGts7rWSZ9ulymCDdGN4YgrMY1bjMYuZwVpEqbEVRgVY6rUtI1VqL0wqrmsgwyHsh9GCYQhDmTy6YkUq/D1uyRo1kv3R1G6OkznQEyxgIC2vNx7+/V8x2OtFHSkqjOrR9oE20k8nQGj1kPzVsoEK+xRi6rPqBkZju8s73cRjRhXQtD2nhbvXW0dbxthamyfPpYilNHnwxaLSXLh1xGBZa30BlSpFdm9KGabrI389UMS3oTmsFZ4aM1Cu9NeZJgI+9ZZw3Y3jIKIY0NfZNOWWBAGotrC0jh4Q2CpBby+P2hgtOnE6t450dt4TGNC3ClDIGugxE99s3jLZY51Ea9u0F6xTOTyjj2Y9E1wOp0go+RMy4uZVyyI0wBlI5KEXwJFZrtDbkWpimKDXOWKwXw82x7zjTSfsDbQWdLw0BlfXxilJi4qm946K4IYOV56QxsnMwWqG61FAoIzax9z/Te2V1o2K8Fxt0l5S4cyIzSharjYF0IkyRkgslH3SkCjulymk+S2W2Fe6X7Ey1SH15JwRpnZXdXiEGcboqLbeXUrIMXCLMg1Gs20qIV8yvfvn007bt/OVffI/zhd4PjAkY7UY3tlzXlulCygdah1E2byTBOHleX18wOkgK3I/wU2+0drA9biynC+vbF5bZMp2eZIk7z6SUMS6OyaeMyTPi3MSRVq7XZ+GvHA/O5zO9W8EY5xu5ZOI8YbuCbeXIB36ahnPMoN2JjlwnOw1jgvi3207abmjtmecLue5My0TrBxpDyplpOTFPV7SW/uVWM0daibNIWCGcB+PIcOwJY8NIah+cT9IU9x5OVE2w6ZhArlluCbw7JfxYoAZyyqP8SvIZtQvuBadxXhbQbmBYPiozjeEoO9N85du3b+KqsuK2ci4QXcAO9wdkaBmjLAaNN5q0H+RWkZ6Dhm4Sggy+Ep3myA1lPJI4EVOAdxHBe1u2faVWuYH6YEVmCBOtgVUWa+X/SXsixhmVd26vX/jjf/yJf/vjG1++rSglrqIjF1oFbx0pj9xLb4Na20UKUrJTaXX0XVg/AJDyWl2mSKYxLQvrXnikQRb2kdt6yHLSCNW214Ibe5CUErV3WVy7MJaP4vmvRnEMbEMpIvlYMzI1Xbba5O0AACAASURBVIJivbaBUpdDyqg+uEPveSP7YX18t+IqxYAYym1CqYa1suC0Y9hQQ2svYwpvrQ2HlyHXRldKyBpjGhbmVJcDsDeZlI1Yfv/w8wuXqPi8zGjngIKNE4DIdSiMN5Qki2ZjgxAn6kHwM35yoy89c5rPpNqE9KwVKd3I+YbWfXw+5HbfuoD+0nGQk+A29m1nPl1BObz3I5ApklkpRQgTIRLnC0eSw8xaRc2N+N7CqAp9TM6qHTIYaLGxdtXo/YAORxq5DKvQOgxpdIT9mpgF0iFyOL0JbHSgZpyPcmA3+QzmLNw65y01F/J+xxopXjJOMU0B2k4pd5z1tN7p5HHrl8FgW1eUUsTpTCo7wOCnQeuKEOdx+zrG+12GemCHPNypdRdEURnAxpqEaVaFcr4fB9YJnqYj8uy63kWybU1ka7oUXNWK84rp3e5Nww7Ks0QlZGUBggwySrMdsqNFNY6jYf7+b//yJ1D84ocrcEiYr1acdRg1fqCOMiEbBAzWKs557uuD3jr7aMhalln087xCLzx//o6cDublSkob07IQl8+Cumid1gy9HqTjToyRl5evODexHW/M01myBbbI5NeUhJBUIc4RhUaVznq7YYzGLeHD6mlNIC5X6RXwQbo5SpJu4fUmIUA/cbvfCdOM7o23r38UxHpYZCrQljAvxDihdCMEQWDs+4PglyFfaWKMrI+vhDDjtCDKZcFXhfk0NFsXZ1o9xp/PDC+7pdZDpgrvB/o+sR0S+Elpl6lUQfAT3kVQMJ1OpJIlp2ENdEG2H8cu7W9d430gp2/4EMj5ATSc8zjtJU8yUtipintEK0P0CwBTAO89r2uBbmhF6LnaqDH1yYOpvPdpOEeuGro8LI31aCy3+x1jhCpggbcvf+L3v/0dX7+tvL4lMFHgbUrDKFBqVbAgioFh1x2jZGfxgSTXhhDiWIDnQQ+Q678xivu6UbphKyOJbBW5wp6ke6H1YeMdtIPW+yBIqw9ybapFpnsFuXecEZaU1pIil44GM+yfYslsWQjUdpBLjZaZzXqx4eZaaKpTcvnYPwQn5FxrtOQaqli6nRNar9AcZDEr2RGhARglNvRSy6iRVgLELAfNjJtJb4JO14acG7fXxOIVT88L1AJmSDEKqmooBpxPQ4yGGM5S8LUEumqyT1PS99P16KcYyA3Z3zzQ2rCteRAaMqVkckkEL7JnSgdKwzzHsYiWjvl0HPRWBMNhxPaslMZoKRKzRqb/Wovs41qXAdRItgGEzGCc5MqskQS81h3nHGbInMf6KvTs9/fGBHI6MFrjgxfnpbajWEm+3/JnEoqx1o5ORauGcQHnZ3pNBKfJaR1L/Mh634cduNFqkxCk81glFuXhdab3InuYXtBGith67ePvLvmLjizyDZ19W8lF6MziURl7nNbItY2BLA+7d6XUgziNbpUsiJaU1vH8hRAFqSMXBaEiGK1oOdPGn1FpLXb2QVFXdHKqYr75zd/+xU/7uvLddxec09xvN7wLxDjjnGI6f4dykXS80YpgHmiVpgYKuGZCmKWtb39gjCDWW05gDcoEjDL46TPXy49s28rb21eOLclk4+2ws8mXcp4nnEo8P32mq05walwrDZfrd/LQYLStlYTzVpZkzojkYR1oaFpYU71UmYSMIu/CdFpOT4LdcBGtNW+vbyhrMe6KsTOpbsK8b/IQa8Dt/oYev1dpRyuVvO+gu6Coq3SYOGc5jg5KSoqsjSgrkLtS5BqttQDq0IJOl4Www1gnNkG6uIHGrkHexjZS+/IlfLfgxTiT8s40LRgl+n3ad86XC2l/oZdCmCPWOdHdESmiKcitk1sl5SwBLjo5PegYblsFE0QmcjIt7unB+jioCLk3p0QMZxoZ52a8nyVwpKUJkiEDtqJoKfHf/9t/4+1t5fX1QU6NEGZ+89d/z88vL0IOSBkXwpiW6gfdtmeRr5bTRCsF7STsao2EAI3SzJNHD3mlNU3Fsh2NMhxyKVVK6bKnMCP41wooyL2iRiIbrYWr9L4/s3bo/zAtniMd9K7hg/YMvdUP+KLsaURnfw8tUosACpUcUOKkylIh2qRoKZcksFGt2Pck1ca1UOk4I0VPrQ4ZrRX8cIehNd5YLHIz2vMuvxMz0uJG7JsIN+nrtzeC65yWiLeRUvqwjQq6vZbMPCucqexHARzaSD7ovebWGAm67ccxHJudVsVar7UlxCjvDY1t2/BWQoDH8d7R8g7cFGmPrgjec5ktrR8fykHOO9ZKCh+jhVo8HnhajMSjG8XjrR0p94rThjlO1LLSmigVJW2kdCfnY+waNXQtjlLdcV7zeNyxZqYrN/7eVlxmvZKTYHpabSIxOWkopcmf0wchZ4OSUjYTWU5nehe0y+n8eQBeK9oGauk0Kq0bgT/uD0m1K4P3EUXHeSEgRycVACU1jJs+jEK1VJR2GBtoyqFNxGipKLg9XiWMWbJI7TkzxiVqLVyfPrMdwnNzXlSF3qV18v0Z1MbNozexXksJX6JW2bUZpTH/+//2v/709es3Pv9wQVtxlRjjuFyeeX6+0DAoY6h5w+pxFe+dY7RTLfMy4Hli+zyOO01pPj1/pqHZ00bJO+enC97KgzeljPcnvF+4374RnCXME+fTlWmOskj2HpR4yE0QecxYK/6ZWgjejU6NSgjLkFLaCD7JVDv5meO4Cf8fSRrPlydJh95uuDhTVWY+nSXNOl1YLs+knDhSIoaTSA4dWk1j8ejovaCVOHW29SEkTa1pXaY0tCYunwl+kRsGhv2401rlPD1TaxoONwNIGZG0v4mTZIqBfdsEpxzsyGQknAksp9O4TQjmYt3SOEwbzhhqkYOzdrFSGytuImedHEyinIPW3NcNawXEKPsU0dE7ltadSCF1pdWd4KUUq3dLmM4466WFLk5UilQE5wNrO0oJIBNgPw6MnfmX//H/8bt//u+01lm3YaHuYlo48i4DR64Y62WCRMqYepVgpTjDshzcfWjUqstrpOB5Nnz/dJJGuwpbKvLFaopcGlVpmuryeXECcXfWopwltyoLQqRDvJYKQ+JAQclSaaqUQnVZXLcmDZpmSJm1JLzuOCMB1DScWrVWjJLPbetyWPBBFJCvaVeyB7PWk3KhyzVHHIHGjNdAbolqHE2tvkuPw346UtFKSzmVsZI0VsMakPKONnDkwmPdOc8T8zRhg4RZe5WdxTxZlii/sym5DRlt6F2kojh/x8u3L6Rj5/nyPIrWdmrLgi83nqMmcY1VadPU2nN/3GV3Oi/c1zvzLLvUbduwdtjeVUVpS+2M3R8oJGNE40Ny2vdE8BPreidMEz6cqIrRC7IyeTmkHvtGXM70IpUDckuBKUwYbQYo9AEIJUEp6SPaduHWKdXorTDPk0hbTT6TYRJF5v1mJEl9wf9Y48mp4v2Jdd9ovTCFQG0ytDjn0DZwHEL0Dn5iPxJTEGikDI+Friro8Z7EE+u6CalikgyPtyLFGi8J9o6HgaJ5t5RPk+fYd1nS54rRFmMsIUy0rkG1ITsvlNKkX6RUlFUog/zcDt7ITW7fD3o3xDBDV6TWMf/493/10yM9eP7+JDqs0wPh4XBOwlchCH22yYCG0QrrJ3JpBBfZdsEAeC+++jg/U0snzhfiFKi58unz91jVScdKKvsHeth7RT52wU67MF5gQy47SkE+7kxeXBfGGrRqHMc6YvyII8Q4cREVWfqXspNqphTxencaLWWWeMJE6QcwLpKb4fH4Kj0GSYIy7wl17z3zdJWwWgiU8kCbLonMtDGeAnhtcAZqVfg4yYMoN/a0YzgEJe+D6OlNPpC9Jrm6Aqgmgb5hI9Q6yKTm7bDOyqGulcGYSClC3NVKcxwb1gTm6Uwa1+dSMqU0wiTaqzIK00Vnl+BcRTs7CMEKa4NYAMt4iLmJ3jXKyBLTW4vFklOlVI2PJ2pT7OvOPEdZFFJxOkqYTO30nulVXB9xmvj6r//KP/1f/xVq4/X2IGWFUo7S4OXtZ5yVjNGxJs7nZ3rLUCW81ztoq7HWiHHBSVOkt4boYHHwVz+ceVoMLmiaUngNT2fRy2tvNC0uLCPms1Ex26TrXZuxmm6y/G7IVb2UEbpCbJc5C2HWyJK9d/k5jOCgD2EUbklHjTECEmUYG5QSKbL1Jr8fsVtLp4jkTbQSl4/xIhegFGa4n0B9lEJZ855MFhtwK0US1CEQnTjj6H3IYgZjBEuvjJf+l6rZ1zveGZbrCe3dRzudtbIfMijm05lcuriMnKTISy5y850C236T5bF1ssNoG6V25tOV9ZE4jgcNRakJZUQqBIXTmslF1nVDWzPkuNGhMV3Y9p2OVDSIrVtugQaBUYYYpJ973PJa1/Kat8r29idxHzVxs3UNujYYsi5oas4i//RGqXm8p+9tpvrjMD+OOzF6WoWcD5xzw3atZNfbwerIkRJKNZSqAwaLfN/rIUgTBsVVifyZs1jnp2mRDhCtCG6S6GwTppzQjbsAYqvc0oSGK105LWf2fUM7y3EcnC8CprVO0Efn04XXty84YyhHBYS1FWLgcX9wpCKML+NwYUIjWR/nJThqlPCwvI8440h5w7kgAMacOI6NME2YX//ZDz9Zrzl9kivY5GVRbbRhiSdSEs6KbuKANdrQjUy86/0OWqZkQWloOoHLs2DH856IU6TqRgg/sO8vGF1YpoWn579A6USrD2KMlHrgYiCXTXR2W9jXGz4EcVdQKfWBVnDsG5fLp/9cVKpA70muYkaz3l/oo2HNGMe+PWSx3yxNaUoTp5lRAWcjzszQE7258f8/5EtXdozp0jHxuKNplG0HFPP1e0pu+DiPUJCjDbxA15pluXC/fyFMkVozx/FgjjMaad9rvWOsfKhkGbfgw8y6ruO2o4gh8njcQaVBM4XehQaQdwmTWRfGpNxoo4cDRAuuNTG7IO4rqylF4+yENo6c6vjAWOgeb6JMz3QhI9eByEckHedFimtIitZoeQ2V0qR9p0sCD6vkwWus2FK/ffkP/uv/8X9ymmZ+/4cvoAOlj8ONOmQooItUuZwu5JIkrWw9vTeitcK98tJNoLvGG1iC4RoMn68LuWTm2RGi4RQ919OMM4pWMrNROArBapYpiItHyTTZahJ5if6xv1FKWt2UkxyJ855eEm4ceqVVjJZwWu5SV5pKpSmNsoauNTUd8vpoMwj/gviXgBz0XsbDxUsmworlEqVw2uKGdICCrkco1Uo2pilF7Qbt5AHphQ4otbxVsgltmDCOI43Pu+xwWlUCJT0ax75zuQTmKHuz2ju1Hlgqqt3RZkK5K51OzQljI7mKM63mXeTOJsDKnB/s+8G8TNwfN6xRA4FRqFkWvt4qju0upprHjSkunE4X1vWBNoZ5WUiD3vBh/6YwT5FtW6VB0gVJSccZ4zX3tz/h/UJJhfV2Yz4t5LwLpgPp8S4pMU8BbaVb3fmAUiMOEDzeera7dKv3LrJypRPjhO4SvLS2Y62XzIufJOuCPA+3fOBspDUBZ9aa0VZQ+bM70yloM9N6odXE+pB+JCjicELQ8LWITOinmdoa66Bh1KqI8yf5PPXRPVTqCAIaQpygHUN+KljVWV+/Yu1ELhmF7HP3YxNXmw9Y7zhSlh2k2DsILtLqwRQcGktrA/NSwQehdbRUsMqiVBUa769/9eNPymqWs9hb6YkYHNF7Zu84SqW0Pii5SNDGi91UK4X3GucE0jbNT9zvO6UlTudJsOJG6nDPyxX6Qc0baXtgXeTl5d+J/sQ0X3l9+z1Pzz/iXUDrQvSzTGe6443j9vYVoxtWe+iZVB6EcGKZP0HrIgEZyRLIA1B0zlwKzi2g8rD0Hey3F6CRS0ebQJg/cXv5HdaDcQIJkzR8o9bEvr9IQM44ju0FZwMdN6ylCDdJGYzzvL3+jDOeRsEiOQgJQIrG3vKBcbLzsNYPC2YeZUAadEWTUEgroNRovnOrKiWvzPMT275RO4JIyLL7EI95JudM6R2rxd2jncD7Spb9kXF2LNLtwBpEVBdudu3Cz1EKjAuCGdeKeTnRuyI4JbbqXlCq41zAOYs2VZwhXm4u+76z7Yk//e4P5LcX/uP1xttD6jPRDNbP8N8Pp4odjj96IRojKBzrmKPo+FZrJgOXqPjh4vj8FLieA5M1OKd5ep64nhd+8fmK7onJN375PPPj08QPT47PF8910jjTuUyWz+dI1J3L4vBWeGmqNawWh5ZTClW7kHOb2IyNFjptpVAGRUCNcp7eK0qLh18jNkmFIRhHTomuGLcSRQhxhDjbhz0cGsH5ISXIor3VOnowkB2fsVJc1eV20keuyAwLcMvj5iTDOV3uypJZocpeDzOGkY7RjWs040F0FgedKZxOnqYsRx07iNo4jix2Uy17pd5kpyad5StP1wvrmujGsh8bMUjwU8w2RQCM1uLnGXqm9syeMtPisbbTVcX7UeokAgPem5GCF0t7ReOmE3u6o3vFK00MM6UqphhpVJwNTH5m3XahLoSJnHfBooSItWFYnMWhKB0p0vXivBMXVJfbbqmymzIIHFHeLAkf1lpRCDCxtY63AxEzpDAUKAy5bszzJ0o7eNweLKcrwTvW7TZoAPJ6TXEmzmdQnW3bscYzz/P4fQ1a5fG40VQfbj7HtMw4C+k40EqGf5QMA6flWVxkwXOkjSk6aeAswjE0TthX3i9M0zz2UhWh/YoRxFop3+u9UJI0ZNoQydshstjf/c2vf7LOMS2akjZKuuE1eOOFttkFPS0l8ccHD6qWzDILG8gYQTLE5UlS4CFwv79SS+d0XljH6e5cJe03lBKbZMnCrQKF8415/kwrnVJusnxWDastHBv5eDAvZ45j5zgSpyUQ9URDrldTnMllpeZGyoX9WFFit6HlTJyeCcuVlO5MMUjVa6mkMuBh7cE0n+mtoXoiBkjpweTPMLAodT/EAaYlALYsJ47twbHdh9vHoenjSs9Hr7lSGh8sLe+0tMm1tCGedO/RauASugT2Wiuclmf245VSN5xbCP4k8tmoV629McWLMItQA9JWsd5yrDtxmmUZpwRP7r0Rhk6RPolcCk0xrMGKVjOmV6GSDl5WR5b0StVxIEuQ0nkz7IJOwlU1YbUkrK0VJ1DOmf31xpff/pa3t50vLyuoUeil1AjQiRyq37EiwLzMtFrxthMsPAfNb355ZXKJP/su8l/+6hN/86szv/6zheez5fP3TyxzwBoIQbGEmaA7nz5fWGbP0/OZ62VhmiynRbN4xcl3frguPM2eH3+48vlp5hefTjxPiu/OgYuH52i4REvQHdUTVrVhqBBuGMO7n1P6ILEyHkI1iV24D03bjtuTMiPG1kSSkiyRkXbL3pnCPIB3Y5eXEm3YZbuWfol3inKrbcDuFI0qD1itpQSrQ35nFzUZCoRqLbeuUosAQrXi9duNxRou54XTMpHWNwF9Tp49D9xF66OiuJJS5djvYnuNs5hktMc6w9E8zp/EOVYrPszkLo6rKXpyliW6ZFkMuUgls/NGHIdaZJYYxdwiQ5TYiqcwU8fhWLssn622lPxGRxOmBZRIQ0YJlsXYSAgTCiUUXTTGOB73V9zI8dR6yAE88jy9iuMwhIHRoY1aWemIL2XDe4Pq+gPpb4bFVXDwGT36VvJIboPYvFvZhqvLsW9vaK04na+kYxW3lA+0WoRZVipWCZet9cJje8Maw/UsMYgj7WL+aU2C0/OZPVUeuzQxni4nSl7ZtxVtJqxSlLQzReFXKMRpqo1nmmchY7Q6JHU76ooZ8mEDqsAatZhtSjpk8PvN3/zlTyUn5hM42wi2i0feTZwun1g3uWmc5hNUcDGwbzc6gmNnTDs17eTSOPaNT8/PHGnldPrMvER6KTgfpd2tK5pp1N6ZlmdSkqR1Q2PdjFOK/bhTaxtUWrGrxThhgyBQpJJSUOuNRmn548BxZrB/jCQ5lTWUdnD99Oe8vLxgnCEsV2rzaKuwWiSerkUSkjdf0uXbfsPi2O533HIRY4vzWBtG0tfIMl91eTGtRVmD0o19feCDFftz8HQtRUGqdXxcJNijhe5LT7Sa8N59uIukSCvLVBqfSXknpRXvBO5nfWTbxBZcSmaKEeOk9+BYd07LQqVBV6MEzJLGbVIpuZkJu2oiH1k66Nsh1spBYZWekUjrSfrTjZFU+miJnOIyrJrSu1zThjOCaimp8Pv/5594u73xuy9vwu0xGoMEAXsdDCcr1lujupgpnOb7k+Yvflj4i18s/OJJ8cNV89e//pHvP534/ruF8/WEdop5PnOeJpbLglKNp+eTUJVjYL6cR29DIaeMUuIEit4TgyeEyBQc0yTBwsl7vFPMwXFdAk/XyClYLl7zNAVJ2TsFSL1ylq0pl9OMblI+1proxu/DROuDozbAjcKTa2KDVpo2Fugg+6dWRPOutQnAUVk5LN5T8iMTkEuS/YaTQjC0sMbSLv0qDUZgVeynJSesNsOab8jlnfjcUGge9ztPlxPn60J38vldTpHaJx63RC0MV2En+CtWS2YgxDPBL7Lb3A+6u0iIsYv1uqtIDJ9RXRDxWssuLu2Z4KfxHXYc+4a3jmPPkmlQUu26zBfSUTidTuzbTfZBzUm2w88iryqYrz/QakG1LDvG3lFGbvgpbaA6fvJAQvWK0XVUDkj7qDYWNXh9kgFxKD2GgN5FujcWHzyl3NF0cu44a9hurxI4rZk9r8QpkmviqIfcJpo4G0sRUu66reSUcE6hlEEpy9dvf2KeTzgtNc6dgtEW7x3eCGBT8lVFhk4n7szTJNgneSZnua30SrSR47gN55TDuUgrG0/XZyRQvYK2A4Rr8cHJM99Lor609tH1IydYYk8rJVdqERt97YWcO+Zv/urHn2orzGdFCBCd5fr0GW3E45ybuBaEhVKx0VHKwafnH2iqfUxR3lgALs9PbKlgjccaL8gO40j1kC4JFYVxYyaCO1FVw7sLxsThMS60qjBWmPwpHezHwen8PbVXufZud4yZmc6fRk9GHUtOaYoTlLJYDpUTva91zfq4CXa8FPkgH/tHd4XqnX2/McWZfT+orQ1ECqS64U8/CuenV6yVEF7riooaspumtIPaC71knA3M5yv5OHB2oXYxV9ZcKGM5HHxE6Yo1TvTHrti2x2AwMUJUC96dKW0jhhOP9UUcU01uhlrJcs15TyoZ7y80Rh1rbWgj7XZ0NSzQDVX6x0T6gcS3yKTqF5yPH/JEq4rWM85E8lGwPqCUJR+JDriR3zD4D2R12Qr/4//9Z15//sbX28ZeK4LBEA1f4IWCLPcGnhfHL54if/555i8/z/ztn5354WL41fcL3z0vXK9XpjiJrXxZmGIkBs8cF1xw+CAp7tNZluvudBI5qQlF4N1yaS1CP1UKHz0hSJlVr4Jr91YL+ddIgCwGT5wsPlqRtLRicYrgOt4oeqks00RvgobQ2kDt0CVj0dQIPWp5+LdcR2q9YZw8qKQ1zkpVaBPP+JGzcIyso43SKVRFK6F4Cd+oY5WESbsSBhkNfJxF+zF6IObHP310ZiMHmXcT0QeM0aQKx7FxuSwYb5kmw+Q966HYs8bYKENWl8FS9nEa5wKlZGp5sG8P4vJJpLfeZIJXilx3YJWhKAumXFuLthMgTLdSJGfVQQ77UUZ3e7thzEzOidYPQP670YoYggxhzrCuq+xhknC0emccThrqISFhjfCdmnD20pEEYWMsx7HK76gSJtSqgCoypdOZoiflTfYLRnOk/YNcXY5EOTJ7WplmcSft6wPnA84HCUAGj3UT631Dac80L4RpZt93vn37GR8nrpeLFL0ZQ02yRmhlR5WDdGSUmzDWcHt8k1pxK9KptlYCpdYP225lma/k8mCZP/Onn/9VzDf5wAdNzongPArZo1ijOF/OKCUBSz2s36VUjv3AGj+s6mXkn0Bbw54qb2vC/MPf/fVPzhs+f56p/eD6dOZ8+Q6S4jSdKakQtNBATTDs6YEzDm0njlYxWhZTMZ6ku0B1tvsrp8szcTlx7DdqO1jXN2xYqGUlOIPuapBbNa3CY3/jfP4kfCNreHn9d5S2GITjr4GcDnyMbPsu0gqaVoeuP2xtaTvw1pP3nRAj+76i0GhjpcuiS7GSVvC4v4j8VhPBzdy+fSEdjWkSrPXbt6+oCtppoXPWQs13BPpWCEtE9Y6qDSmI6hiq4OF7l+COdsTpCW3koFPa4ZfPEgrs20ieC5BP4ei5YtxMdF68/61z3N8EhhYirRwoNM5NKD1CVKpSy0o6dmiOkjekAbeinYDw0pExKHo/OJ/O9AKtHqALvR6CMjERrRzadjoFNXRfZRxPT9/x3psRwsR2SEK3tiaNjCawbiulKR5vG3/43f/gy5cX1i1jhqyiOpTaaL1jVefzxfHrHxb+5hcnfvXpxHdPE7/6xZXrRWpz5xi4ni3BKZbzE+fLmWmaIB9DcigYBcvlJNbl4yEtgTkxn2Y5TIbDyAYvD8Bg0fo0rK+VqgzhdMKKxiA04zFleedwWo29AaiWCShUawRnCMGybStWK0GkuIhG+uQl/Jfpg2XljGZQguSCa4S0qwfy4h2l0qsszp0zaKvJrdGRpkxrHU5ZrBYpMI1KAumYl9CvcU4e1EqgkV1pljgJ0TaX4S5Tkjjv9SMf8Pq443Xl8zWMDnnZm5Q2wpVlE8qykX1J7ULTpm4DyyJFSKoNa2lpMOjAU5CMllLgPqSkKBy1IxEm+Zxb7fDOkdIug5eb8OEseZ0uldrWQpgtrUreqJeKt4p5FtZU73LD01qhVRsEB8GM9F5x3sr+Q6kRAwClLVZbqWEwmtaFOt66DFo5S37MuvBxA5Kbf8XFE9vjDe881i30LpDNGGe5mRvLNAuMNZfOHM8caaMrQ6tJWGHjUDRW8lNfv34T6Ug7nNWyb3YTzmvyIa6x6bTQm+Z2v6GVFxSJAlUz6/agtsq+PrA28Pz0HakUzucnSjmgSRjTuv+UCHsT114fHT85J9kDWT/2yFIaISCYGQAAIABJREFUl3IaN+mKcRPmH/7u1z/N5zNxsVjdoCeWcCa6mV6ayCqjO9xNUf6ixrOcTlKpeX+Rh7mx1LahVEGrIrp2K/R2sCwLadsJ8cTj8RWaIEuUstIkqER7c8aNestvaKM4zd/Th+NlnoKgxpvCtM7kDfvjjWn5nk6idClE8lbYQHnbcHFi3R/EMEHXg0OjcH6UBGGgi7c+xIX7/YUQzzgPtWzEeOJ6/p6uxO3Ry8o0nUn7hh+sLWdEhqpDkqn5wNsgN5204+IiWZguXdqlDusmUuJjjID/0Ibc5GFjtOFY3yjvu5dSCJPIRTVtApJUjuNYBWEfPK1K7kPE1kzwMplo4zBGMh3yIYF5DkI4rUms00qmDlmUd7Qd+3wl119tJlpVYxpR1O6pgKqdrpzgqGHkWypf/uVf+OPvfsd9PXDWoZQRYGPrmG6ZLfz1d4G/ujp+/YszP3w+8fw0cVo851OEfvD9j7/kfJlx0aLDzOVyAkTOXK4nwuKYzidhTTmHD47z9UrVjuAM1i90NNrUkYJ2KOyo+hVjrI9C/ZUdkaM3kTqsV8TJAgIIFMtsYZ4sp+uVXiTpLdW6Fm8d+h2W2QSbrxGUvtZC51VdbnTKiG1XHiiF3hvbtlOH1ZouA1kfYcTSBpJbGWqWn1uzdIaEGMT6TReQoRFZbD8StQpdtzbpdpAwGPQmD4eOHD7WeY7jwIXA8Vg5L5Hn757Y91VK5ZwVi74b7KQqDX0pJS5LoPeDlMUp5KwW3ld3KBOhg3OadKwYraRSNX7mSAKP3NY3lkVuGNooYhRcitJikZ7nmcd6Q+lM8PI9nZbIPC8fVIBcilArcsG7aYRPDTF4INP6aJ4cBoJSGtu+obUYGWRHZcelzUoVt9NoK30m0hluiHGhd8W23mi1Mk1nepNDILiIDTOtJW73b1yuT6hcyHtiWs6s+zYGhsyRdpyT8qljW1lOV6I/02pl33b2vXO+XmlNgq+lSmarYuhdDAvWadmJWEc+drybaTmjdCWtGyEu2OkEVUwGKScsBaclpV5SkueRm0DJYa60FhndOaRFVdpNpQvJ0Kq4CJ11A+uTxVr897/5y5/Onz6jg8KoRt3ubK83lssnkUHUJDwiI5bEfSvE6cx9fUDd0V1oufuWmOOEMx6awthGSy/EcObt7SuKyun6hFYVbwPGOl5fb1gX6brgbMCoJtBCJR3Mr28vYq/tsuBazs/UInTbaV7Y8kP0/a4I8YTWCh8kEeuMIUxnkVeM59gL1mac8ezHG9u2E/yFZX7i7faCtYpt/crT0zMpH+zrV4z35D2B6SwxkrcVZSTAZvX4Qh07qSaZfAd4MXgpArLG05Si1J15udBrZl8fxCA6qfdXvJ84joNaCqbJLuk4NlQ7BipdY/yCMlY07oHIyLlijExc+RhtgjULhE6L7/29H0ApKQNzWuOtIi6wrSvaKMEWlB0fHLVLUZIsOsG5GWdnwFJy59gHODMrtn0luoAa/R+31y887l9Ix4Pf/t//xP220bSWnouUoVuctnyaPX/7vefXv4w8nyNP1zNWWybvuJ4XvPFcni4Y6zkv0oMS3EIqG+EkobHWneSEumG9vcgyFAldlf2V9ec39revbI8VpR05HdDEOl1LoaeVtN3ZU0ID99c3cmk8bhutdfJ2QM1yg7OC7KCMm0SYeXu7s+1S99m66P9ixVRY1dFWgIb7sctn0ju5JSjYSkaPB5XYl/voy5D81TtGvndZciujZZGNdMrTpJ9dTBKe/dhQyAK9tYYa0lkunSPJIrRXqdrVSpGTuGwUnVQ6aaBTlBJ79OvLNz59t3A6zaCd7GnI+Pe2ut4xWIKbZNnbRfYIURDpx5FxYQEkKW1GdkqPYqc9F2rb8c4RohvhOlloKwQ908awdb+/0vqOk1UrMUwoLSBTYxztw4xQ6F2s2L1X5vlEzofAPxGHaMqZOQpPT27afkjInd72ATj1RG/I+41WE7VJg2etkpeSsqs7e9oBJ2HefMeYK3H+kfvjT3jVaOsmDiYvxORcCsehuFyeMVZxpJV1XeU7GeR2mNJKyiu1wel0odPItWL8Qjdio88pS5+MMONxxqNHPajWjul0peMlmOo0pEba3miqcXl+Rg+IZyuNOJ0pRZFrI04nkf2ssK+MFnZer1X2nFlQUFrJMCLSoDDZ5AayBIwt3N6+cD1HLJp5mrlcP7FuG7oJWtmFQNeddbsLEXK9C+DNiIaKcijVuN1fmOeIoIaEQhmmWQJKvQ9JQ0HNGGtIR6WkRO07IQZhr+hIqXdK6ZxOn1FAaRrjPNoOH4FxOBdkoQkc2xeMgkah10Jqhd4Tdduh7bIQqhmVGlo7/LTQSuFIN5zp5P3Gsa2oWnDG0AoolXGqc5RVdHvjJJGtKr0KtGw6Xakpye3hvQbTRqrq2G5Gm1uSBaz2KB3JaR+TUUYr8E5j2/jCi8Ec5z1bKmg70sA5S/95kcxCHsE6pR0hTKCFqjp+AKlU6Q8fS+vaM850wvgwWm2hC3BQsh4TqhuZyluTL01vpH1HjbQ0WlN6RXeN1hXaAW3l8fIFowLH48a//PPv2VLhqJkjd3p3TD5wni2/evL8+GlijjK5B++xpnM6T5wvTyhvccFz7Im32xvlKJRUub0+hNVD4U9fvjL5jm7SoFbSQZgmaDBfI3GZMdYQTzPOS13n6byI5GUUYZ6Y4onzkwRFuzJEHzEd5iVQapGWvCbk5fttZV03ti3x+ljZDpkitZEDUjoShJhrjOBonHd0DDHKfgwtLh1Jjo8vvwYXnNhjtaBTev3/iXq3XsmOLb1uxD3WJXNfqnjIc9Q3S7Ah2/B/5B80IEGA7QYkt7olt5p9SFbtvTNzrbj7YUbVeSMBoli1K3OtiDm/b4wOZs7wraRhlmWVUUJu1FxmKVFm5W0UcknUIW3t6L2ghnrF6IDWHaWkBIkxMwEnIzlZ9RT6EJhfL4VeMi1lfvzhha4S1hqWuJKrJCd7lbJxLQdx0TAarWv8us9ymmA35DtpCS7IC0RLQ99ZP0kAg9qatLp7gYm2L1Vi6CiFdY7ekpRstSLXAxck1lq7ADjHaDIFCJrR5EHXyQQvN0SlYdQ6dbVDDqy9UeuBtkKzsBrSecOFnV4P1GRe6QmwNCpijec4DxkZaov1hnx/I4SItp4j3XHeEteNNgbDLdgJoB1dg/Gyn2kPjnSgh5H9Zlh4vL0xRv+eJFM60BqzpzLNpCVN6rQQcdvoeKM58wdDGWxcGcgtb9+fOe93znxn2y4StlCdIxda15xnxljH/fYhXTkve+1chKTtvNDHtYKUE8YZvDPUcqJGIehBKpVcwPzv/9u//dl6g/VQ8401GvZ1Y1n2OWqpWCYGwnhyegAdYzy3376gtWPbXvDrVWKG6SZEUbewbhe0EvEJWlqcIqPvfDy+sm1/wNplnmwH1ooP+Hi80Wvh8fiKs450fjBKIdUqhbkuvYv7/R3vg2TqVZ48rn+lVJkV7pcfeHz9XRbfzpFrZn96lXJVEaLkmR/CzuodHxTRewyadXnFBUVYA8EvlFNivtI3MTiv6aLeoAK9dtawkVLFLRuqSYpGWLIDF9YJyYvkdMNZzeiHLNuslTbrkA+99SvwzTUw6CWRHg+WRcyFbXRZ0CJBg1qZRj3xeJR64rzEsLUSBajRdtKIs1BWc5UYrrNo5yWeauQk2prMPOWhONBKJFulVDrITHjGkEtOlHyH2tj9E//x//wPHEemDkhnpXeDsZ7r6vnTNfCn18gWNJfF4a1hv14JwZHSwdv7yf3jRvl4o9fOeb7z6YcrSnW2LfDywx+otWH1wuvnK2FbsWFliTth9VjtZPcRHcvlM+fjjcvTjvPyENec6FlK7KmgdcUaSU7FoIQnZi1tKFwIgKDEB5ptWzBGdh3SMp+jrTkzRhu6VqTWGEPGJcpIP6SVKq4PxuRlKaw2clp30g8SYrLgaLQWTarSajLivhFZpXvRRie1JmgNq+TEicAYtVJoBs5amDpTGwJdidFQgThb1LT/9U6bXXfRsmrubw+i7bw8L1NSVBmYCW00aP2N+zZHgX5Ba83j9kHLCeNlxBrjE4pGye9Y7Sn5kCTUTHSJdK7TWpqoFNnbuLAJ0qQ2nJ3MMyOU7pJPWnlgJpy5t4a2AkJMxynYIlMxVlHrjZYrRks3QuCnIpdTRvo1WmtyOolhA6PI5wcxLDIyUrJGD/7CQEjKOWW2/Un8RiHShpUXeK3EZSVnIWGg5dY+2ikBhhgo54Pz7SvGeWqbKgENpZ5cnl7pKEoRB/v99o5TomA4chEi9+i0kkjlgaVze/vKmEbBMcRHoiaAdLTK8+WF9LhJomtZiMtCOR7Sk1kvGIekPJ2T/RaaVruENEaTv29r0VrjnIxxH/c3tBr4uHIWhfk//v2///n+cSeEhjUDp2BbFpmn9pngUAJCC8rTzgfWbdAK+byzPF3xbuV2+wJj4IIoXu+3P9N7wSi5Mvv9Wdr8o1KbwOdEdmRJ+cG2rfigeRx3nLbEEEE1rF1lEdoKvWeW8CQJpKFYlojRjVakYalHRxuNdy+cH+8Y7yCdrJeNlDqdPk+3N0IwlPog+IhmSE9Fg4srNlx4+/qG4kS7SC9FHhwuzgZzn1felaE0ygeUqpRWUcoQlo37/UZcrjA6frb7S0mMdmfxbrZ0H2gvALSOCGPGGLT0wE8jrDGBaBfxsKDEOPetKNY6tWSMgTZLaFp1ajulIBkcBingSZTHSsTZT8GPmS8PbQXz0EXda31AW4vSHoWfc+Pze5qo1sISRGjT2+A4Dpy3/Nf/9Pf8+ZdfqSgepzDAlHJ4o/nD1fPTk+d1NVz2hRA9vVc+3t/5+uWN1qTQuO/w+Q+vfPrxT/h14/nzK+tlw8dVxnlG4YxlfX2mt+k+GI3LVXZOUICB1p5SToz1oJq8CHTB2IDxAaU72iLIFm3Zd8HQlJyoTfZMcYnEdZUgiZP+ggIYZS7x5bbmrEWNRkmnUHv7+P6CzWeeIxp5AEu6YcieRGlq7XgjKS81xmRwycOxlCrBizEkJFC7lB2t7G2sCygkCjoq88Q8f2+T0WW0pQ55OaihqW1eUNGYubh31oobRQ1SyTgjDpcffvxBklvGkAco7YlLACq1Cdp/W4XgrLRmtDLJvDtaO2o5MVZUDSlXBhaUIFuscbRe6CPPUaqGYXB+4xu115oBiI/dOk+tCWMGJYtN0fsNaz3KKNJ5EkMgOD8b4Qo1LE4vGLcKfHCAsRKasUKyFBcMQlbuTbhRAyOn/pywbmcgUeiUP6RWQJ+ki4WcC9ZtMi6vRYrS50N2u7rS2kOeGXRSLvi4sawbCo1Rjdv7Fy5PTzJV0AF64/b+u4ydrs+8ff0z+/UH4nIl5zs539kuV1QdtCTK7gYYK3vQXASBX9KD436irfDd1qsYNe+3N6Fl9CIVAy+KZ6WE9WadtOxLfkydscVa4WZZzffRfSoFpSPmr378/PPb779z2QfXfcUZSZ9oowhBnBo+RvEcC92M7fKZdLyxXq6YKEuwlt8ZLQlTxw9oN0KMpPzg434jNynMH7cMenY0GKLiNFJQKSVhjMcoO7k0EP3CaJ2wPE0kg+XxOLk8v1DyB8458pmI4UrND+73OyhLMIJ76OeBthbrVik75Qe6N1ns18oSo4io9kAtJ+m8U0YjBkcwq3whlCBDGA3dpMJvtSGf8sBgejmc3xldRgxdaTEU1gOjId3fJf6ohEfVywPnNX6TQuN5PmTClpNobUOkNLkut/LAxciZC7meWO0YubP6yLYsGGuxznB//53LIikRb714NGa7uzRxbys1iNs2gWvS9lbq24JVz2ijQB37HMY/jhtDy8ut98FoCmsVMQbevvzO4kU5/P/8h/9IynJiUmj6gDVGPu2BTxfP63NktYrz7YPz9o41g0+vVy77xucfPvH66Q98/ulFyAabwBu3fSfd39m3J5SuaL+iekXeCyfx8kRO76RThFVaOYxT9PzA2gvWKylKDvkcjN7QNkLPKGNEsgMSY+yZuEW8lxFRXOVhxsjoGZktrUzkhCWlRqmFVip23k6UFjpD8FY21lrKf2UmpkZvkmwbEsm1xkuiRQuRSxhKRQ4DVlDrol5V328nxkqTvPZvdwdpF7eaMVZUw3zrNaDQTkaVAnSEI8uSvtUyBVlVkjW9k1KC1hi1Yqzj6eWJ0hXW7Ti7oHSjpIMYAs4F0J1cDqxfMMZBV+R6zheYoFXO8yYj2DZQs8uiZvzcTr+N1eKRGaOTzoeMa6yT3eFo4mjXEhRYlo3jSFi7Y5x0IYL3xBg4HzcJOIyBs0+gAikXeisoa9AqYHXHWMHNy8FggKoy0mvQ6hCnT3SyL1KdWk/UgOi3eco3WBehD5b9ivXw8dtv9CYMQOtlJ4TWLJdXSpI9aemKrmQSUYuYNZdtR1mD1ZHj8U5rJ08vn+kDKTYrEZTl/CAGj9KG2/u7RMmtpQ2D0ZFeC+fZWPeVPhKKzvq0o8wgnZnjUblsG/TM4/7GUIOn51d6l+cPWqOVZfRKqydGuXlAaZMT1ymPNAVnYF3A/O3f/Pjzx8cHz8+rtFMZOB9Ytwvb/szt9s4SF2qRBnOIO6obenuwPv3A1y9fUZx8fn0luIUQHa18EOxJa1bETsbgg6M2zeiD1j4IUd7e+y4k32XZuD++sm1P3G9v9H5iZq8DOmp4nL+CNmjT0NpSy5xJGkdXZUb/olzUeyGuV9HwOkNcLqz7QoiRctyARgxC2UQrDI3LfqWPwR4XRi34sFLLA0Pjcb8xmnx5jHFCKsWgbaRrR22JNW5YrQSkaGeyafUoK6dJ56PgpGtCW8XRMr/8+guP4w3vozgG9CS1GidL/HzDKkXr34pH0iGJUdg7JZ8Tfile+af9Qj4TSxT1Ze0V7aT5244POUX4yJEeXC9XahmTNiDjEQH4yR5AG0XJlTECWkfiEtHaMtoQCJtzHLcvpNs7/99//Ue+fnmnDChFYp1WGy7RsUVH1A1VT6KuXBfHH/7wxNNl5eWHV7bLwn5dIF7Z9gXnPdvzK4sLDN0ZraC0wbpB7QPdKi5KdLj2TM8JHzZMMGKAC5vwp2zAxx09GowHvSwTjlgYM/Mu5jlxmyhlZwy4TXCoRStxYH8bESotY8PUZQ81JvrazjZ9m9d+hpLwh9aEICOAPk2WzjqUMaTps7BW8zhPSuuzgwNnzkLCtU5mlfCXm3tv02tt5i3VyCB1VBkRa02pQ3A23s7Fe6O2wmXfEXuh7A5Ga2gjDDfFQFsjC1nnSeng0x9eMd4TwxOl3nBWdmFGO5SWsqLCkCq0qmaysUnPoJ0YKykoN2PEtRW2XZJJ3lmh0g5x25SSpcmtRR1cmoJ5k1nigvdOkkkVlHaMIeM04RRKyEFKhnFGdaWE6aMnPz7wi0arJgeKXtBaXOFjSKFObnIdMxraB1xcSMfX2Q5vtDo40wdKFYwJ5ClBG6qSzq+sy8KyXTgeN+nn9FkkpUuwyHi2bWe0Sk0PaZkoi7Yerd30dCCQxVoYTRrfy/ZEOm4YK4To43Hg1aCeD5SKhEU4eiWdvLy+orSMrde4SCDoPEjHwRIi6XEDNdj2qyT8rCaleVNHCzDUyrg0t46zu4z9ygPTxQyqrSOVjNEb5u/+7t/8/Ljf+fy68vp84XJdWddNloFFOg3OBnI66Siskoe6ouGXnTPduF430nlH6xPjFaonnF8gPHE7pJwT4473juP4wFv5YlkjCZdaGqqfnLdfcdpMo5vMkdftBW1X9v0P5FwkQpj+jFIBYxW5PkjnB1FXyu2Ocg7tAgONtRrjA8YMcj65HQeojHcG75/pvUg50MmvVbMgDVSXzsnQmXWTJa3Shtw7OVV8MNKKv3xiaCXO5yYFql4aWhtZdp832kiUdLLsq6QZUsa7IIjyRboK27pggF4LPu4MBWe+o1Shng9R+wLedUo5iIv0WVrO1NZZLxtNyUsinXdabjgzZB5tA60XeSGMgfMKFxZxnFuHdhtNDUBe7qVKYkwpj/jBJSWirSSOWisoOvTO4/6Fct64vX3hH//zP1BOcUR0JfA+PRR63uA+XyJ/fAr88Q/PXJ4jl5fAsu6EbcEFaflenn/A2YKi4VyUF5E+WZYLuJ10+2DdFhk7WCc0AAOtQQwb2twxZsX4K1pHSnkTdhqynLX2ItFm1dHW0xr0UWTuaxYRPtXM6AWtw2yMd9RoQikwlpaHoHLOMoVRMlaqtQruRWmcDXPboL5jMqyexr0+sM5zlkL7Fv0dYiLsQ15OfcheBiYZuHWMMiJemmNS64TSK+UvmU9rPVNMSomUazqxU8qghlAEhrS3W68CY+xNgHqtT1eNmX/PldEblz3wfI0c+UFpiW3V0BXWbbKrqZ2cGsYESmo4a7E20Jo8uLU289/ldhXjxvv9xrJYeXA5Ta8nvWf6EHil0RD8hjZQ20GYnpxeRe06gBAWSSuOLNMREziOL5NVJeO5b37zMSohBgYF4zq1S/HSOdnHCtdNVAi9D86UUMaB8oBiDCX9LR8xVolULiyMJvuQPmT8E03gTHf6KHI7GX7ecsSYKG86Rcs3yvkgbldKGYLDSVnEb9qitae3wsfbV7b9gtGBUj7o7SSdCa29jByHJizPpHKnDnlGueAYtdJKRmlPSh88P78SouU8DvbrhVT6HFFDjKvoAprQA4QMIXshqz1hXUlJbjOjFR63O8M6tLK0ajH/7u/+9HM6Dj5/irgg1/0xDCEEae+ysF5fZOlLo1fBtrd6gnUMZoJkZC67k/RR73QduaWONRHvLef9mHpET8kn2+LJpfD+8RtGdW7vv3F9euG8SRnMhpVcBr0Z9u0Hxqjcz69yIuyVuDzRauayf6anB7tX6Mmi6crLvmJUcs04peXPEy54G2ahbOd+v7Nuz6TSWNbAx5dfCM58h+YNKiVVck4SM/YO5xeM9iyXZznljkYpd4K1MgpoUszRVuMUswdhuZ0CaPPCLod64qwleM8aVhEVDFAm0JSWD6zxaDp22eg0zvMDbQzGivin1kJcLGc+cF7htUQmx4D9Ii8sVSUuOlDCZtLS0qfK8vF+3OTkYT1twg2VloRMb2qONmSv0Hun1cxx/+Dt6y/kxx3VGr/+8q98/fUrx3kSFvmi9KGhdJ5Wx08vKz88LXx6CmyrYVkNznqU8aIRbY3t+oLVURzxzuFsxJqdYQaPt3/GGYu2Ua7nOIzVUDPa2YnXdpR6o3VHvPxEOzMGhXHQad8XvaNlrIlgPL1LJHs0JRZFp7BWqLU2zIV6r9Qi8q6Blqa01uhZqnRWy5RLGen4KDVlZGI9PNOJsYI+qVX2G7kPKX1poR2K7VHPzxPfx0m1yYNJjHuaiuwSlBL2kjKSMpJdwuREzT2L0N7H7FlZ+TV6o5U6+U6AktvKGE32AWZi1Xtj6I6qnXJ759OzY9kv7Ncd3Q3GbHS9YKwgPEptBBtwRm5e0meSBKY1CzknjJNFd6mVZX2WXscwstOrCZF/rGz7BecavevJuPNoxAMSfZyf74HRRpw55RAumQVjhW7bmwjbvqU6a5UXaYwrDCfWyyo3x1rLRMSYCbYU1YBAMhXWB3oXuKGZIaDr9RljPOgiPCllGKOge2OojrYrrcvCHq0JIZLyXcgVTQ4ay/pEneVPpTrLspNyIsSISLYkpagUpFN6PPv2AkNjJ/lilMzQ4Lye3Y0V6Jzng6fnJ9IhpUHnPbfbjRDX+V0QK6ILjhAX7h831mURL84kYNd84F0AM31EpciYazAPHgrnLpi/+6sffj4+bvz00xOXpxcGjhBWLk+b4NRNwK2BpjJnOlmWhdZveDeoVTSPyyrFwo4GvVE7HKXg/cplW2ntxDkwupJSgVGlXYoCHbk8faaOxlCKdBy0/IZB/NRtwLo+kfMH63ZhXZ94fHxh0Mn5QxAI5aDmynp5ZShFWK64Sbp1xlLzg64Ky/ZCzRVGkZy29rSSOdIHzjgxf2W5+RhrqGPKqkpjVGhdFr0mXkBL6oPeUarOuW2YKRmovbL4SK8W4xa0DfTR6K2gaQQt/+zDyjnxJdrIwzA93hkl03KhHgfKOY6UZOHlIsaulCJZeWdF+OWtYXWO0kTaUmsm5xO3RHIfEls2stvSWoud0U7C6OhC9LWeVgdjZGo9sWaVnRLje2chpUQrCaNPVNP8/suv/Pmff+E4K9ov9KZ5HJXSGvti+KvPCz89Oz5dFy77wr57wr7j/YILimVfcF5IxrVWhi545xHJysAoS683RrOE7UVQ1tP10EoBQBv58+XHCd0yqIx+l32Jgk6G2ujtFMGXcoyph41e0/tB6XXqmLtQlpUAQlMS8nCr8mBBD9zsUQgevdKqxBqZ5cJHynSlZLwzhDzMEPOfRlGHjFfoA6vk7FCnm15w7YL8t9ZKt6U0htKz3WlEHDUktdiaxMdb76JZHgOlo4x4ZnFwDEnneCune601vWZaG3MBK05y/Q18oqUEGa3Fac1+DcTXJ8L619RWKLVjfJCIbauklPE24rz0u1odMsZSMrJqbVCK9JpCFAPn/faF88yTCj3pBN7TuqQRe/3LDc6aIC9ZW1CqYbSnFYmfg/Q9jLOMYWBoQtgYvWKcxKprLUAWLwmGlqUhPoaS8ib9e8pN9lKW43ygtJKfUW1/OViY+f9RMsb1/sp5vgklQFt8FApvLgd9ZNZlp5ZOzl+4XD+jFIR4YRCp5SFJxlpYlp08exejD/KRccZJ4sooGS2FZR5eOmMUvJHuireBsCzkVOg1oa1Eps23Rj2anE/27Yl03hktoYZiWReZFAB9DJR1lNKEjdXlZ6WMmz0kGIgqoHVFqx0fr5j/5e/++PP9duPHP14Ii2O77MTFEaxF9z5tZBUbvDgJgiNuwj/yBqyuKGcxxpOr5u180LuQRBmwes0wUrBaF0PtoLW8Wc0ci9R2UtKBGh3vNM4owrIQto1eFWMcDBJDX407AAAgAElEQVT5vHOkO8YKnkArRXAI116BdhdSK4xeGOOktlNQy/nERFn4SXFocB5SwDrzA4uf6QwlD3GriXGRzPq6c+STdbngnOAXvnmknZZSjQ8rY1RSKZNrZehFxiBCrjD0ekfrjpk4Fa0aNiyiUJ2CIvrMrE8TnPViZzxzZtmuKO3RzpPSOfc38sWxxuCAM0ncsg2mVKjRUagQabXQ6oHSsiT3645zF86UCCHMyOegDwH9tYkRly9uRdEwSlNKIuWD8zhI6eTjt9/4+usX3lLh4yjcTmGIBe953Rw/Pi3sAfZFsy6WsHmMcRirCMHioidsO3Hf0FoBGag4GznuX+TUpBVGCQW01QrjHWsCtBMXn2HA0A1j5BY16oNwfSU9vognwTlqroxaUeFH2S0lhQ0WxUnJD7S7yoOsi7q09I6yC3QhvGrrv392OoK67n06K4Yoasf0btQ6efijUWc5U6AeijJk7S0LUikfSgmw0WD2FSRG7ZyEGqQPIdy51hviiRcDqFVq+kakMWynkVN/S1oZP+kGIhtrrdI73/8bOatrwjRWaqNx1tOHhABGH5yp8dMff8JfnuntxBo7dyANlMO7iI9W9hG6cqaT+8cXjG4zZhvZ1xfSeeM87lORfCXngTGTdqGtHFIYaOWE3OulV6aUnIJb+4ZSYZ6U83fdde8iQ3MuYr2XeHDNsrvVCq2HvLDNTA/2jtIy9++tM4amzGRZq7JrMEEa2kMNovdoLZh2Z4UA3qsEjZQTzldHXhzQZ32hY5yT8X+uLNuFNuD3X3/FGtj2ncfx4Hp9JqcHA4U2ivN+x1tHrQ/2fZuHHYV3htETqosdVW68SMJtloVVH+LySIfsufwCtfD+Lq3/ljI+yK2q1IJfpDJQu8L7RXagWuyGsihfJBDTKmMoHo+E0UJtqAPM//o//83Pj/vB/mR5/fSEagXrHdYGrvsus7l0Ei87MUZafrAtjvIooB5sz0/UrtHAly9v8xSgGC2zbwvLFsnpIKgBJGpV3D7e+fxJRkEf719RPcmLw1lKeZBrYb1cZXyQv0qEuxesQbgw2mCNyFPo306hlsv1j2hj2S4vUqYqB855wv5M65lcikQjR6dPw6FzC9Z5/LIKX8do+csvWRq8c8lqJxJBwHtZorAto4BHzTAsRlnO447VUlgKlxcZuXkRYo0hs3gfDKNllJFZ+VAarEfbQOlNeiN2RXVF153t5SdGE9lPiOt82fVptwM9MigB+pWaOXMSgJuRh8tZTpQ2xGAxVuPjlRieeZzvDK1A+cnBGaScZ3goyIxad7SWhE9KhdE7OSdyLnz8/oVf/+V3vrwffByZ+znoOKwyPK8Lf3reWaziafOs3uK9kQeNaoTocNYT14iPGy3fJd2zXSVQYEFhedxPUJn18kQulXR/iFKza1p5CEusnvSe8P5KqVUiyfUDrWUkY7VjILevXh1GF3I+UEPa5r1VNFKsEgtmpZU+pT3ioTc2UOetWRwKnnwecxQyOxRjTGfFnEMhi/NSOkMJYl1+3nL7EUeHYN2ZIy15iU618BBL4miTqKzFRGit+FNGk1a6RJUnTmeIEKm2LBHcrsg5Tzim7EWkyzJHcM6TcpZT54zjplxRTkCiZig+3t55fb2wro7e5ddXxjK0x4cr1hpqfdBH4nb/Ar3Q0kEMnto7PsbvJlGtFjnc4CUxZxRKN0YXC6TRUvAwRkaArRWMlheWsROUaGVHoLRmoFnW/fuoT14wijEq5ynlXyFLW+H1VdnvhBC/GxJrqdMNbuhoUdU6j/GWfB7CL0N877JXUmgd5+/TwKgoJbsWM5NyY7K9XIjUchDiCkpUDc5uaDUoueJ9lJcaBmccx+NNpjkDUn4QvBEI6VRTjBlukWWPjAq1NnRVqfWgt4JzmnS8M4Zh2Z4pSV5Ex/lgaE3pcLm+TKy/uOSNCYw2WNcn+rCo8c3Musgzs9YZCICwSiu/DIf56z99+rnVwo+fNmJwnOed10+vhBA4zxv0RvA7NkaG0ox6x2hZrrpo6NYQQuTt659J1dJ7w2hZbvpwRWmLd+CdcHHu5ylMfCONy9vjZFsuaDXILQtvpja0ddR8EIOTUyUWpQNKeSlHucDt9gWFZO/Eka0p9QFanOF6dHrPEvXrA2sCWhmW7cK6P2PDLk5wY2ktsURPmPuIMWUq9/ffyOkhpaZgqC3NmbE0epWLKG0pWUZ2moaigfMMoyVhMgSiqM1EQygjs+hRUNoLwKwrUu74sOG2zxjvOY8vE5nv0dp/l9T0LgkweQiAtQ0fI7kK+K/3gjLCVuqjMmxjuzzLrS4uuLhRW6MUcQVo5dGm0UqH7iWKGFeGanNePDDGo5FOT/p4UD4++Phy5z//w5/5csvUPghhp9aGN5ZoBp92y+fnjTVqni8LPjiMMxgDcdtkFzN7J70obrdCCIbgBNWt9CpdAm3QdiGfhV4S9BudhLIGFyIdQy2ZclpQDrcG8nnD+z+gzEquBwOLsZHBKRHOUtBKy4O8qfmSsFhraT1RaxLApdGMOZ7SWuKyYy6ZW5UwQWvycC5dvCmt1Fn6M9TW0MaKxa8L2t06Ly+NAYLbn7iSMYhhkdPhROL3LqMzZ2YCTwt/a/Q+b8OaoYyoUqsIn6wW9lvJQvgV06Hs5YaGnBMAbQjupM+EV5/FVQF0irq114TqDW8GP3zeUd4Tohx8rFtgGHJJQJuhA3B+4uqHIiyi2K2tU/OJj1f8slNbI6XMtjlyeqMNQxtWUkl6UMqJnp8/YzylNh7nOUdOkMpJbeCCnZj5RU7lJcmYcpi585iwVWMYXYsVcAgjrtbpRaGge5FQQikslxdKVxPhUYh+pdRTRpnTRe/dhrOW2m9y4zDisR9DMYaUK79PFlRhmS4jYywurNSSWNaF47gx5g1Sbr/QcyPd73IAbEVuEUZxP74I/23IYSNEj5r4lgEoY7FaY72njo41g/N8xzlHqxnrHcd5CIm7i7Gyd8X9PPA+sizbTKX1v9wGtREGYctzlK0ms7Bg44752z/98PMYnT9+2jBWc3nZuF6fsNbPMtyF7fJKrnfituPswJlIKxm/DFrTcrVqp7y96oPFy2iiDU8fN5xpMpbwkTNXOo59W2kMzgQ5FfQoDFXJpWPcSj4K+XFj0ZLo6GicX7Bukc7E6Awywa8Ep3BqoMaJs4Mzi/GwA62DtZssgYsUEZWytA5KOVpLQtpVsoOprdLyDTUKvTZ6PRl0tudXUZZqJ8vQDmOOFZxdUGaIZzwf+Ojx64amSvCgSwejnifpONiuF4nBKkO3AeufMVqkOqMNejpp+cSHIOC7Ppe8CrTJOBMYXbzxPlgMjeMsdOsBy3n/ynK9cB6FMz14+eFHNIZ6vEtM0RjQYrWTZV+gtERund5XtjViLRgvD9cYPGN4HvevWK05bw/ef3/j//r7f+CXXx/ygHOeVgaMSgyW3Suui2Kxg9XCuni0EW9GiCvWaTQVtCGsT4whnCljMrUOrBckxmiddByEcEW1B72eXF8+UcohDunW0KrQy4G2OzmfaJPow8gos33QmixllQ7UIjHbUdVcmBZa1bgY5BagNGCoXfSzWlV8WPFRWtAaRal/caaXUultSPO4D1Ju0KA0qMMw1KD2SXmfy3G0pk5T5VCSAqq9/aVproQhZbShTPjmtyiutoqWi3hPnKX2hgYRUFUh7MoJfwgOxMgpf1DlJj8m3VErGZ82uY0zBuob403JCDSVMg9Lg1+/fOVP/+Yzn142hoElitWvt0brad5+KjFo6PKytF7h/KBlDdrjreBxUobb/SshBjRm4k5ADQkllFrotcu4Rs/yX69YKw7vktL0EHluH++sYUErizFKdhnCaKDUTgyXv9wcOpK40k6CI9rQaqLXOz4G+TOfD0BuEbo3lhglQq9FCdBbwxg9o9CJ0j6I36CWM95srRwKcz0EF38ezO0KShsGjZRPUpLD6L5dYUjI5nL5RGmDMuB63emt0FBo6xj9JCybjOWr3HZyTtRSCDFig6OeiVQby7ow6knwEaMXahUBFMiIssyY+Ji7kG8sPDFbVvooclgdY0I3LdY0ejmpJZFL+hb+sBxHpqNoCCtImYrSnZIrymqG0cTF46y8sb1WqHEyigD7jHacx0nvdz592nl9fWFbI7TMKBI300pUk0Z7Pm4H99ud4ORF4vyOC5+opWCNJT/uUB4E13gcN6y94tyO9xfW/ROX/ZWS75iuGEiOfYyGZqBGJ9oI3RDihvbPoB2KzrZfGWNQckINsEqumoZZHmqd2+OdUhIgGfraNS6ujK7oZdCrzGTXfSMsAeMtZ3rHzS9qaw9pSNcqnoLasUpzHL/iDHjraCnTaiW1gTbiTL+nO9vTE84hBbd50moobPQYB6UeHMcpzgWtiDFOv7ejdy1XXSPL4F4RTPjsKph+4EbDWQFWGm1RRrL+DIXT4tIwzsjSmYTphS0eqPHfMaYxlOd8nBwfX/jll698fS84F7DWzX7FQClLdJ59FUFTG3mOFOT03XtHtcYohZoK3gasstAKo58MJUVTWTA2wrbjXMP5jFEPvG7kVFHdo8cg50zvFgio/iHUUbsKdrtmUtIYtwBQ8juaImgMXShFRlZo+X8OJWImGYfISVLryLJecS58H4/o2fS21goiZrLD+pydD6PoSuFiYEwgovNWwgJGFtbWCWpAMUQbPH9dlKBOWu/fOyIMwYdvIeIH9Cpei2A1wWlKPjgfNyEpaEXrJ33McVuTF4rgUTo5iWGPNui14vzskGjEjqmV7FkMc+Q66Erzccv80z/9K6przsfB25d36J3eT2o+aKUQ4yBGwfL0LnH2JhUIasuUmrg/PkiPdza/CT1CW+7HKXh8B72J/naJL1y2H9mWZ9Zl47qveAP5SNInyZrgN7wPtN6oLc2bzlz0toZWWmRYw+BMADLOSrR4DNlOWifI/6GYvRmP1oOWD0lUTvJC9FdG93z9+k5LjVYLOd+gGVruqKbQXdHKMTHtN0H7u3nDV4YQg+xMveG6L1y2lXVZqTlzHu+cx1d+//JP5Hzj5emZdJ4Y4yVkUxq6W7yR9Go9E/njLubHdcNMO6ixjvVyRVnBpVRZkJGSWEJ9DJjg0N4S941l31lDQDF43D4oWbhlvQ2MtoI70hrFoLcDTSI6LWTfPjD/7m/++POZE5ddZnnewmVfeByNcpwCcvNTbGPF6W2to6cHYb2gnBRqtIFtv6KNZJ9Bkisag/UGpbLYxzKUAjFatHbcHietLShl8ItBNeH7L6tBU1D+hfD0I9E/4W2gVvnABu+kPOYcYzTMkN//9nSldSFugsHYiNaQ631eKWVMlEuitTuowRiKmu+M1rHeodTAWE86P3DLirWrgN9iBBpadYbSnOeJNmC9xQywTkYpGIePi9xSlEMNhTcOrEMpj1NTc6kao4prOgYxI7ZeJmupS0sfDcpT20P80YtECGtLaDNksT8kjmmNopyJrmDZXzkfD+GPOQU1se3PdNVIE3SXj4wP8ndGt6hxx5kd1Bv031H9oJXfaOUrtXt6j9y/vvPf/vG/81/+4Z/JTeGNFy6RdWjrid6yLY7dwyUaPj0tBKeJS6RTcHHBmo53irDsGGsxXlPOD0a5E/ZPjCoSJYUR/0qX5W6rld4qOItSHm+yvCCbhuFpKEJ8QZtBLQ98iNQExkqXw7pV2r+qkfMdNVb5mdUkXQykBCleJxmdKNUp+UbNiZob2ECfuXmGojNDHAiQUAp8dvZgBDc+lJ6JrTaX4FagiUpTamfdn2h9yE2793myBzUMyljpNaCElpxOFicOkG8vLpnJiw5WIc52kU2J3bCUjBhsxffgtKJnGdkYbUXONBS1dcx8gSljJkm2iGURzcf9zp/+5q+knW0dzkes0XJQGnC9BFJK5CQvuDEU98e3jomMsBlGuhFBU0ohBE+vd0I0dBJ6JLZ1wxhx7GgjfR2rNed5zNa/mSXAB+sWuOwrrZ7kdGeJnjHUvD0qqvwg8UFoAwwzI+1y23NuzO/NQa+Vy/4st8lWZKGdClo7Rm+UXNn3lRC89FDKOz4uBL/iwkLOd0arLMt1fj9l4X+cbxIc0XbuucRxf79/0Msdqyw2bKzbLnpaa6jpwFstcf1eWfZVFtelQK+y8I6eMxes9TAUwVpudwEzluNB9JHgFz4+vnJZNhidx/kVZQ2Xp0/EZWG0wttvvwos1wasEdwRSn8HTzIECa9J5HzShqZ3TdxeMP/TX/30c8oHP/64E6LGBrheLxi9YtUgrhtHPqShqgzeytXXh1UWMi1hnGILXt4MymC9AyqKgPWRZdEEa9i3z+Qyqa5q8Pb1gXOboDH0g3VxWHsFfbJuwooZfUX7lVLeMOakzUKcsY6OwjtZ4CsM2lnssjOUx7qVlOV011ueySI40x2tHSkLQ+q6BEp6w5iG9xutJdZl4fFxw4cNtMc4S2dQ0ym00nwgN/aKYeDUt4XmYNQxv6iSsFmXXb6QQ9HoeGdp5eQ4DvoY8oV24lDPVdqx5+1fGL3DsPThwYjbOcQr1k/3Sk2U8qC3QT4r274KBNFGzsebtKpVF6QGmvM4yFV4W9o94d2V0izGR+o4GWpgrSPEC8ZAKf8ocLU5Psulk0/4b//vv/B///1/YVsWzlsmlz53AkPkRd6xeMUeND99unDZvKTqfMToIR/q7YpxFRM8mIDqhan+ZrSKGpawrKBOjF9o6c4SAkM5Wmv4uNKaxD/bcOSzoUaTeKNylPyBUm3upmREWfMD4zSjZ0YTuZawoxpWTzaYlsUh49sCtzFaptRBToUmteM5G2+UIuyhUoskWdqgd6hN0ekEZzlzlvx/rTMOKSMEmL++kt5EH4KTUWreOl3AaMtQfZb6xBmzesfurGA/mtxa+pCfvbFWEnb2m3FuMLToWEcrOCM3nDElVd9QNTEEab+fCbRQcTvwODP0zph9hZwzLy8b16dVkjyjIZcmw7KuxKAFTX7muWwWXphCYrSDQTo7pSasL9xvX+WUHjT5PNBOyWeuPFBktK2kdBflQO/klDB2SLLOVMrxQYziFTrTKcEM57+Lj0ouOB+Ja2T0RMnSkWo1k/MhL0bryY87x8cHl6dnBoqPjzdKkUV7LuLI6KOwLIvcTqYKF9Xnd76htRwOXAgY63kcj6mDHhgti+9Bl3JkYR7IDUztsZov9cWt+OC5H2+SHKMLR6uUCWOV/kcFTIiMI1PvJz5GHncxIVrrSMeBQpOODENiwMqK4lhZoZg/vrzJTjOfU9ebAdgvr4CAQuXzDj5E8nGSzkKexVMfV8zf/Onzz4/jzk8/PctVO9i5CFtk/hsNqIBzK94vKDrKdOz6RG+OQeMsJ3Y4lFLgV1ofaBrW7igDa9A4NTAucnu8yfLLWt6+ntKqtJZgf2ddFFW9sG8WNRKjZVAn2i1iz+tVCJYmzIarZZRDgGpY3LLTsZJiGRalHfm8oVWa826DUuKYEBFQwOjBed6xwaBtwCCRPoPGbp+pDYwD3Qf0TLCC8Y6XK8u+Sj58DFwIWO3Ix10W6QbcYimPd7pq3x3Vijnnro0xBMPcyh3vAy7svH35V6yyMqcsBe13wnrhfv+C1aBp9CHFobe3L8QQiItc4wea3hXl4ws+yJ8NpTnOgvcW6z3ObZRDOj3WOjSdNt4Z7YbDY3SmjpNav817L9xujXI2fv2X3/n7//T3XLcNVON2EyqsMeLbZgyuWyC6wcUrtqBZN8cSo1j7dEW1E2sUS4yULOMsCRhpAVsaj7ILrT7oFVq/syxPgq1wHt3hvL/LaV0VTBe0N1QMCmsjwwzy/YPgV7RbqO2O6sdsTj/QLjKGY4wbrTQUyF5rKEaXVFbvdcq8BK1RG/Ki6JV0yHJ10Kl9zJ6BiKKUEXNb6w36IBdZuloj82dr4sSdSxpwaChNbh1qNpW7shK/BkleKStprdGxQ6jJuVeMcbKAZzAQcx0I3VXNLokyIiCS36/sXGoHbb2gymdBVGbqUky0WkuEW8nPw2hAiXeGdvK3f/3TpPwaOk10vsoRgiBhahJisFIe1QejfqD0bHmfHWOadDtGJJ2ZZbUsznJ73AQoqDoiUJECZG13rJGDmaIRlKiHvRX/e+0SYVa6M9B8fLyhjWbfr8L9QmO0sAFknyo7mqG9YOpbonWF9YL+8H5Fzz+//RYk0Foe8r0IFqin7w6W6DVWS3x9KE06D5wN+LALFXkIHso5P1/eUvRclhWtLWe6E7cgE4xaud1+I/qAdkGcIm3grcfFIBy0nglOVAtOG5Z1wQU/dzxmuokG3gVyTrx+/iQjUuflM6otI2dUKTKeV4ptE4fLtl1IZ6HUhPN2Tmhk1Pe436DLd1VpCNsVLfhuaMpRh+HtI3HcBX3RO9I0LQeja1KWOfi3JXrpgzMVvHGk0RjuG4baYt2FoTw+KJwHF6XhHEInHXdyObhchfo7SiK6hWAVVhdCXGTenio+XCRjX2EJT6zrivGDmm5oKmGJWDq9PSj1QaknjEY67tCrzKntSvSLiHDCE1pp9sXhVRVHxrJh9I4awuvS2qHDhdEyIcgtx+rCukTssorytMvSyS3bzIs7tDP4xbNcd0ovglkPkaEaqb5Tzxvn4z6/XB2jBvl4wy+Wqi21adzyRB2e0jQvP/5bhoJ03Fn9K0av9F6hJ+73N/RMpeWSaFW+yKM2AcZZT8mdoSLf7KL1EJ7XUJnRTxZv8M6yxT+gsOT6KyX9Qk7/g7he8H5lNFn2tR75879+Zb8svL6utFQpKeOtRTM40gmzCGmMnohtizNeboC64V0gxIWS7gws3lvcumJjlJ1AlwJaq79LozklWiqkx0GuJ+X4TUps4QVnA9FvpPsDYxVQ5bSO+CmYtNfR7mizor4v1Rv0KtKo7mld8vLGBkq5f48E95rRBrnFpDu9HmgbyGeitzyBfVIk/EbE9dYJVVeBMpraBwYz+yWSFGz9RM+HmXfCYQlW48xAK+hD+Fdaa9pM/SgtUW8zFE3B2QfaGdq3dbEWAJ5R0FvFzTZx+/+ZepMmS44svfLorGZvcI8IJDKziinFpgh7wz+JX0jpTXeTLZTqJGtIJIDwcH+Dmc7ai2sI6QUWEEEIPNyfm6ne+33nzOPPjkFXUKfsCCR2LNHidrx+Wi+SZKudrqyM+mrCYtHKo5QhRMff/v7Ox/MDpSd5SwTjjxeTAnVh2zYBoSKq6j0X+pA+kdOKMnf6sFgTeWRHndKVSky0CUeKydG64vnYmG2yxpXeJLX1uD3QSmO8Y88799uNXvshr9LkmlB2wbmAsQNtFLf7jX0vGBPotTGaplUvze0qMML1+gf2LKEO79eDRSnBAOMc3nuWcKRHkbTUnF1YelPCBint8r1FUXth297Ztjut7eJm74XWM9aKVKu2J8yd4A0hiJK2qUY4v2DiyuwwasNGh1sXqRYN6F2jlMbMhnId7bXE0YeMrxXuIH4n1usrOWcej2/k551ZMkFrNAoTIx2FcZ6OIywrfXZ6e2APkrpSQ4INeSd4j54dPRrndUFNMH/5xz/+tN/v/OGHq3BUBnz58oW4yrXWakdpkxBWhprExWGdzOh7bUduvUsTOIsvV+uV4CJznqntTnSy3VcuolVErGCBMeH68iPX6wVmwXpJMtXeKLVJQWsgH+BWwV2oLVG2D8wcdCQia9SQWbo7EeNVKJLK4dwq7hAtC1ylwxFzLRg6PW04P5nqwD7rQB+F1jJzTry3jJGxVtOypMiUlbb56fwZ7QLKnBlIwav0QimbNIhLRuE4xTNjDIINMDNjFuJyYVLkVmQd2DMhXjHmhLUnjAXlFkreYVZiOMmIaI4jktfQeuKck5ecNSgj8VtvoKQ70060UfQ6D9x943y60oHSBjFeAFkmOu9po0oHRie0aihzYvTA/X6jpMbf/uUr++PJyykyW6KnymOr1DolEonQVb2ZnILlusg/0SpaTlwvLwQrhF9lnKBORhVlQK8Y7VFWlna9bmAOleryief7V1wQr7s05rv4uEen5UTuiiXIzxpzJT/fWM9XWmuHpjPQ241WM6Po792bMbWg9LtDOylP1tLEmwISjS2dnJJwkoBWMgzkZT2MwB11oLVJn4NaKgx5gXjr5YRZdrTSojkeFePk8FFrpR9yMKUl+TSa7NfUHFgt7fU6OsZZ1GEvLAjoLmfpQPX/nw/EWUvOmTE7TCN8qQPCaa0mlyL7njEPR3o/RsKC6egTxlAYpTFadjFjiI5XT0Wphf/tf/8H/vEf/yO1DbSG2iWNxRQTYmqdj9uHjEDQ7Kng/ELwgVoH2w7LCs6dZVc5btIJ0Raj5BA6xiQ4h3cGYxR7TtzvGR8iqMrH9uT+fKJsPOCgD3J64qzlFM8E29HIaPTj9sAYsNaQ084YclssJTPqxFhIOcs4zhjS9kBNaacrbYlxxVnDvt1RQ9re3hlK2X9/XdD6kN3ucqbVJON+d2KMQut3YjjLntAYrDE8txtWD8p2xylFTkWSdr1jrSfnD3rdCdbTZ2G0hjcI1iUltJ54v8jurEoKLqeEjWfCspDuX7FoymykfecahbptzHEYOXTGPi5oc8jR0l3owjEw2kA7L0Th7yO7Ri+CYNLGYPyK+Q9//PJT3nc+ffI0ZG74+csL2k32fQCWsARQhtP1THDqyB1XnAH0QmmFkuW0FE5n4cSrdgwVGuvCMSOWZNQcldpB2wtGaYnSrgFtEQaMWSm9yjVWOYJz9NIpIzBIeLuxxOv3h+nojRA+M3UEKrlWKcc5KWCNUdAu0LpmWSIxWlm0W3fMcs0h2QFQgto++ErWxO+uBa203ADoxPWVNiVXnsud4OzBikqyMDOWZV3Ie2aOekApJd2TUxG3gzsT1h9w/oJSEvSr+UnJD6yF+nxjWU7MWeTFWXe8F9opPdOrnIRqTTK/14rZEvv9N1KtOCOmwrpvMipjEJcf6MOxnl6ZFPqBBDemUxdJ00kAACAASURBVMsb3kWYjtYU99uD1uCf/5//l+fXd358WRj1hm6d7VH49bbLyzcESm9Y41mc5ho0XkN0cIqG6D1xcWgzJB7sOsFo9JzYeJY5r3JgpC0MsgTOe2JdPEpFXDijhowXJw3VMy4s1Fww/op3V1q+o5GRk7IL3jnS/StGS29D6YUxpFMxhj4gefKClR1Eo6YdrSwlT0rq9F4P7I6ANGtK8iUewqN92yT1w/zOuzJebhCMSRMQE6VUwrrShowE1DFKkLvIwbYCuZ0aLQ+873rbKVrXLt+bnPIxOpeXlhxNNb0LKl0bJa4Hu4gnvEqcvPeOPnY9fXa8c+IyMfLZVUpuTejOafGIuUQzjzIeU/op57DwT3/5J0re6XOgtcW7wJ4G324bHx9PJIbQcbbj9STlBkow7rMrnNmgP2nDsawr3iiMgVYfsgQu4tfZ8wcf968imtufCOhYA05i2Shq7zgnIq0fXn9gDo0xg2A73z5ufOwZbz3RO5iwbRvm+Hw4J8t8xSDESHROuh9xAayM6Fqjjyy67VnovTDGpLROjOEogloxenIYW+0ih6FRcXbBuYVty8RwopaCdyvOLoypcC5wf3/H2YDqgsefXWjhzN+7XjKyb1X6HMfHC7oEBmzwrNHL5zM9McYQzispPzldRPc9qvSCXDwR1pXn/qDPjlFT0nelyG11HsZKJxSD0RpGH3yzkeXva5x83v7Dj59+2tPO5z9EjDPUOlhXxVDShnbOE9dF/gLeMXuS5bETmNnE0dGk5wcvr2fW0ytlH6zridv9yXk9CV4YB8h+pXfBfsjbc+fr15+xzhCcZr9/MPpgLwkF7M9Ma4WeG8rKTPS8WuJyEZha76ynM1MtTA1jJFla1k7ZP5jKiS2uCzDOW80cGWMjbdwZ0wAeRSGlB94JIhplCcurNJJrBiO3jDErc1qcOxPPV6zVzP5gto4PLzLvjCveO0rLRxP1yRw7zEKvB3bBR0pLxwdUEO/leWO//12ujH1HjYF1Iq0K8UQuT1nAqkEvG2YqUs04r0BBLYl92+glY92JdVmZTlFalWQKDWMDYzqMhc5DkjEjiXPFJnqvslTvE6Mif/u3v/P+y9/5w+dX6cb0Asrw29cnH2kwtaPNgTIK5xYuiyHQCHqyWMUSNUsMR5HUHl6LKK4S29FmYYmRECOtbd8Xiul5B+0wepLzkzE7Lpx5v33gYmT0ggkLsyNxc90ZraCs0GhluJOp6Z2JjBNBSKM5Pw++0fHZOJx8oxfoBZQ+ehAFtGI0zb7vWCOYkZwSxkcmA2+tLIdrkZuy1pRepPw6JD5by5Db/YEdEe9GBWUx1qCtcLH6HLQpGAwRVolCdhwQTsnta2oVl0k9uihWu2PXwhHblZeenopWZGQmdMUpZ7Lfo8OzSxHywM7/zvKarUrKSxl5wSkjrg81aLXS6+A//ad/wltw3n0vDaYqOHhmRtuGDwGvJsFOJoFWJcZce8WHyMvVs+cmWocl08dGSXdGV+TaSalRW6HWiVELvcpD1fpASllMpHMSgxToYggYZdhyp47C6IVvj519KLx1glJqv++v5EXaRpZofd3lYFmb9Bt8ZF1PPLbfUEp+DweTED3aSokyxhPOCe3AuCAk6l4FKqkCKT1RyOfssd3gACMaLbetMeTBrZAgg/UL9I63Dob8vGrrxBjxwcnh9mCslVrJteG0OcgNivvHG1Zptu0D71dQmu2ZmNpKwTInQDOtxf2uz0VGcbV2endC5gheiM19CJVCi3deoWjpjlGD0jpTRcxf/vTlp1IKr58Cy0mIpeezA2VprbM4xfn8Itl4Y0UPqxrGH/z8oWAozueVZf2BVjqjbaAi6+IpNeG9kzWfMWx75e3tnVbH0Vx11AJKSYEvmEmpmfe3d2qb9Fplnm4cYfE463BAnXIjiesLbcgeR+tD1YlhtKNs5UXN20thiZHZG32IJW7kN7SJOLvwuL9jjRTxpIhrsYcTQc1OH7+3izthuTCmIE7mTPIwU4GpJfap0YzS0MbSeoN6Z3Gax+3GbA6Om4zY9ES0NZloLW70WivKrWgtFF4fr/Q+sQe2QCvoTZg0cf3EmJKKszPj/AVGZz0t8j1liMls2zidz4LBsIF6nPS8jeTHG+vyCYNFDXs8JDSPW+G//V//N59fFunYAL0Obo+dj0flIzXq1OJvtx5rNatXRAtfLpGLncRguJxP6MOjMUoX6+OyCH3UWXSwKOOO02fC2kDankdm3zO6GNKe90ZOd4KH0RWt7oyqiOuZff8qi+gg7B6NlnSd6hIImIpU8hGyEkth64WpQKt54M8tbTRKysK0Kh1aZUuF3pQsNCcwB8ZFlFL0AShLnQPnF1JKksBx9ujruKNDIuCpMZuMIJWmtU4bTQRuWlFbo4+BQl4gvTWU0SjjpGCrrUR5p6S9lLFEH+hDUjaTgXXmeHlONLLsdF6UrqVWZpO0IGMc5sIj6nog5NsYlD4ER3ScRK2VB17NmTE6wRu+fDkRIoQlknLmt99+E80AnW9vv3BaF2pT3G43LteFPXVqG1xfT9Ta2cvBixqW/ZkITkabalhKM2x7BxzP5442nm3PGGcJMVKqRKaVGtKbUk14YGhaL+Q+ccFzf955jkkqjZdzwJiB1o5edrbtKy44rOpY1dG6EIKjlgZGwhC9d+aoWCtfVysZNaeMmYKn90RNTwxycxvHDm/7uAmWxQrEMu0bymjO5wtzQE0ZqxXrembMJH52Y2hUNIIKUkcCK8YISm4lCul/ppRgWi6XK60lSsns6Yl2Dh+v7GlHO6GAexdZTusRCNAYF5haCAwlFfwSUUqCGj6cqEdCT15UQlBobacdnvv8fKBwuHASlMmff3j96bk9+eFLwAeLdgvL6nBW4rEvLyfAs1wuAn4zkjrSDIZeZEHLJISFNsyBYdhwwdNaoqaNMYVJxWzsjyf7nrAWvB04t7KnwhxPTjGg9TiWmZ4+OtdXca0rbYRsSiX4iIsLqBNKR6x/ofeMdebQinpQE6s92/0GauCWT/SeKekNYz013UA1bHzhefvAa3XY7GSph/IoEiVtWKuwUwyDvRe0M4RoGePJpMPo6H6oenth1CPmO5UswtpNODn2E2ZZGbPLm92vGLswzYG2MJraG0ZFwvoJ7R21bsJBOsptCiGSjia9hEbDeS2nSQZjaGq7odUuC9Q5oIpX+vr6ijZaUOh6SqFsio++dwh+lQXmPsgfD/71r/8iKHsNY5NQwrePjftH4ZkGWxa9Lsi08RwDq9dYVfh89kQHL5eV02mV7yEQlxPTCAgzLgF/8iL0cgt6HO34Wmm545eFXgdTa4Hc5SrjsvsbWi84vwqiwcjieRRJm7XWMEpgen3IXF+UqAOjBkxH75U5tESIayUnRauZvD9RyoltcG9wRF9bkdHl7ELS7QdAEWVQSAeDOY9biUMNWW77uNB7ZTDQ9tgHWM8xjRLV7uj0o6E+pxZCwURScChaE6BhZx5YeTnx1iOBVppAG0tPeGcZTT5frTWUErHYZLL4KLePA1uCUvJZPG7cYx4ys0Ou1PoRU52T2rIsjPskpcQpdP744xXjV+77Tqqd5974eH9n2wt9RG7vG6NsrKujdtnBKCUQv9Y0KU9KtewpsYSBs5BzZ0+K2qGOyhg7o2Wul6s4vYeMj2oBwxDciTKMoQjW04bI0bw1fHs8eOSEM4EfP70wu2W0gdcbwXumDSxWDsXGW+mITI0+Ek7MgUZ4eYyGM3JaN86ypQdKG4xyMBWn8yes7tTRGEgc3FpD713wKOtKKeUYccvP13kxXE6kIT+7fBaDFyWG0Rpv5XdY4eTQ0TOKhjfuYLMN2pQbpwVKamjtiJdXRpMDqvVODhZH+k+W8VJ4XU4r7Rgv1iGgTOcCvyPu+2hYp8i50AfUUmlA7ooyFsyff/z8U26VH39cuVzOtC5EyOA9rUrRZok/gFmZyFXWOkdrO6VYnD+jzWDb3iSJwaQ2WSbm9CD4QMlvx2hIkdOONaIqHaPSy0YpmWAqZmpCsDwed/ZiiYultJ3n404/cu/n0wVtoli+ZiEV8Tm0kgQgqDX7U4o7A4NbXmUpO9V3l7ILF0bbqH2yLD8yRsFbYQltORHj6YCLNbwzOC+S+anBOlhD/E6sdcqSH2/icA6fmKMJfM0u9KmofeN8/YLSJ7YymG5lWktNRdS4ITLUZPR6tJBB9YYandF3rInU0WjtKTa42QlhpebK4k9oJ6rTOQalVkaXpV7w8jDqSDzVLxYbI6UITsG5KLsCJV0DNRMMWYyXnPg//4//KkvzELjGyOyd2/vG41b5eH/wLJ02ZcRi0ATvUaNz9rB4i52Ny8kSncJZcN5imCir8ItDI1BJiSUqYojsz6+0nBl5MAbYNcDIOKNwwQmNtla817joMc4DlTEKLpx4//agHyfRmjNGK1I/TqfHw1kNcXY4v0pipmUmipwTcwiIsXVB1aW0YZQ6HshD4tINSi3f5VGC4+Mguo4j2y9jyqkEQ1JbFVBozjjnUCpIkg+IxqDVcQMFGUlYaYGjhO/WpnQPtJLi4jRWWHE1ywLcGGG/Ia51JlIINAZ1UHg1+oiQyu7EWKG5WmfpSqRc3vsDbXIcLg4cCmrSh4jYmMLNOgXD9dOZr+93UjU8q+yFlPFou/B8drbtxqereMrRGueFPK21lRfgjGBFjqT6DnPSJ/z669vhQulY1/HWYO1CbkImLllw884X9tRQZmHMw5JoHGNkopvc9o1cJ+f1hcVZGclQWV1HW89WJmOIiEtphzGGXDf2/SY3zaEoe5ZItAZtDzoy6lhCnxnTCv8sJ1re6GiUCRil2B4feO9xIRxMrMZEjIyoyZbux+hwMFphlCpTGQ1zyH5le34wakZbJ9cPNeXflSD8U9qYSiLBZdvwRjQW5+uF2URXfL5cmTWzvX8jxoU5Ndav5C4ytd7BmIDWk9PpSutCnbbGMLr0ldSs8jLMGW8tpTW8O2H+8g9/+Onj9sH16lhXIdJ+er0SlxN0xWk9czq9kmo7YGvC4yllp1XNsnrGcSpYlhc+3u8MGkY19JCm5siJXhudTvALpdfvzVltLQPNy8uZaRR9ZgZw+2iUvmONJqWCVtJ8XZcXpnYYJWyo2+Od2+03gg94a0XwlArOfaFjD0+TsH5G3TA6op2009GacigjtfZM3dgP3LGm4r1n6slUFe8iA7Hgebdg3BXjT9T0BOXBnlB2YfbMPBJk1njZgUxPzZreZcY/uxYS57rQe0IgRTIqkNPBkNZ9TYwxcG7hfL6yRketD5bzWUo/A1qRh4NScpoR9MFNXsrhJEEBu2BsIJ4XntsN7xWlVJQyTCreDPRQlNSYOvDvP//K288/8+OPX3Bqcr8/+eXbjbdfMmWTuWjqk641/QgbGOsYtfLnTwvrEohW83q2XE8Oazl0uJMQDSVvGKuld3QgQmrJ0CtaLxBXeqn4IBgZq2Hb7sTzJ/bbHbRwj1qTXGMtBWUP3Mzs+NWgKJTylIW5tfJQNO6AEFb68Cgare5YH1BT3BRDyddiJjQ6tYNRQXoMczC7PNzDslJqxjqPQjoVAg5sYhB09uAPie5WG3U0zOUh7oPHKFHlGm0FTzI7Tsmce87GVMKA21sT656Wol5OHYuCIbcvcUdJIc0oI90NqzneFixxkX1GF1wLR3/CWYc1mjb6MaaSHoKxkjySl9jEB/nvZu8Hd0og8Ov5wjSR3z7uOOt4uS703Kl18Pb2xums+fy6SrrKH8jz3oh+5blXth2USlzjwKjC/f5B2h+C5VCDGDRGi+QoZUVKouUVzbVI1JR5lRn97AIJVEjiUw1+fXsnlcESVpwychMbhWAG25755euDPAQ6qmcjlR1rI85EUkqsYT0kWQVtxdI35pBDmg7iP6IRgpNbYFNcXv/IGPJ81LMTgqBDjAWlJs5bKUMbLbioWui94o2mV0EcheiBybbdYVS8F5mdDU5ewBNakVGmkIVPKOVQc3A+ndnTzpbu2KlpdWdPOxgZp42psHahdSUUjzFZzy9SpDVSHqxtR5vGHJVeE9ZOGJ0YAmV/UIogjMacmL/8+dNPtRRCMJyvF4y1LGtABy/8FSNL5vV8wlrNGE96vQtGwwuaW2vD/fkgp4rVmjmzJG9sRZvJ/hSssl8ulDapVUtr2ln67GIs0459v/Ht7VeWdeX5aHJD6YrWHX0Y1nUhLFdQiT4sIV6g7ihtyFW4NROw4Urr5pDWF9bLKieoYxdjrcDJrPXMlsQg10Ukdb68EoIT/IeutNpo+UmrcpU01srYCej1Jqd8dSKez/SSeX78RjhdmT5iTSB4T8fS6sHe8YvM9HtjzEaMC2G9Mrrky2utrOsPOB/RxkiyQxl6z+zphjHS7u9zUFpDATnd0XrQc4fWSM9vxHjlfIqyD3CB1gqXywlmR81EWF4lnpefiHewc/+4QZ/82//4K9Er1iWg5uDjVvjXf/lG2iu5iR/aeynXTSOLTGss//CHT7xEuEZFcI7rqrmco2DntcLHBbQVjbAx35u21kV6bYRVUN+l9MNSN+llENYzaU+gxa4YLwtzTlrNBH+4xifiWNEdF4PM9fFSOrULQ8OoGWNEMtWHkHR9PFGbSLLqXvCnV/bnRj36EkZZWpU2uDIGFxeJB8/JsIa4rORU0c5QxiSnTPBBXAzW4pyTHVcbx2hISTN49u/eGyVNPZYQ0BNivNKGjA8mitHBaitlviIAz9/5VaUXSeQceH+so03BrIDcKkrJEumeXcR/WiYF81j0zyY8OUYX57UUYFBaxtNKQ89yYOlzsHgBZ9rTK/gTznnOy4nZYcvb0YdoXFaPVR3VnixeLJ+tin98DEdKhZ4+qGXnsX8wx+C0rMcJXGRtY1puz50ylYAKjaEr2fFp5ShpxztHb0OeT72zl8QtF0oRDtj5vKKNYYwso8062FshlcbESr+DgbMRYxd6lcj8nEIxnrqS6oYxmj2Xo0XupbNUt2Oq4TAuyk1PdVRLLNbQEWWAHOhW+d5r+fk4H6VZ/nvSzlnpLrWjVMqkzSY3muApo9GT6G+VMwxV6bnhvewuqF1iyr3CFNyL9w5lFF2J86OWjPGDMXdJWf1eqkUa+sbaAyGvyHXn69svoBqn85UlnHn/9htLjHx8PHhuO+Yvf/rTT6Vk1kWxnE6M0Yle0OPBB5G+2AVjRAe6LBD8jsKDioxheDybLD73DWslG76eLljvJD0yG7oXSu0sly+0aoGIC4bnltn2C/s2SOmd9fQPWB+5399Z4omSGyiHsWc5KelBLd/w8Yxh0EcCHY8ESmUJZ6y13O93WktS/FGalB4H9jkwRsEeDVHvNLMn2e/YKJgL2zFGcd/u6GFxB0K71DutPTHWSiJpSIfEaC+YBdXgmEsaszLbjtYbzKdEiZWmT8VoFTWApnDmwp53tvsbZd/wZsUET25i9autEaJFGcRvXge1QUqVtGf0ADWf2KAlTTYVLT+FmaW6tJKNZYxCWDw5ZczBOlJANE5inbrhjOLt5195+/lv8iA2jponf/2fv/DYZMGrFbJoM5auHBgn6aoBp8VyCXByEA1oK21q5z1xCThrBJ1fK9ZpccUUOUFpDNpaWiuE9cyYDR/P7I8Nv56Y9UgVDYNWDXvc2rRFEnW9YoG6f1CaQasg3+86KFj5mfVKqXKtty7Qa8EFT62inS17ORwdBq3l82GshB6s1YJmt5aWK1qLi2P0dpxMhQ4gkW0r5jpAGSkcGqXFyTEmzhj0gTphSoEQNY+AhD74VXI6RRn6UNQuUeE+zXFrP15wB8yRQzwlsVsje7Mh4F0JDkyGkCmYtaEOS6GIx0RhrBU4Y2ilHgcceYG0XhlDAI+9CZCvlcZQkxA8S3QCF8yFPsW58+l6gZHZtztfXs5EO8l75r5nSqu0ksi5oJVEU30QTYP3F+mhOI91Z759u9GUIZwWYlyk6DamPPSVkpuTEe4VuqEYGBu4PxP3+zveR67XC7NnnJJ29l4ypWykPdM4+hHHErlXKRdrE6A3anngrMJ5yc0qLfHmGCxhcZRaRBZ2/G5MGmPsKAQ8a70m1yyBCKWEujCRhNYU2GI9YsHi3RGUj/eOMTqPx8bL5RMowTCpVvFWxqMxnqCLQEIZw8yFEAJ+OZFbRtlJ7ZrSBejZWiNYy/N5I55F7ZBLo3dFCMLbC14zayI4MRGOXrm9f8M5AYd6O1jiwsSijcX8l//8n3/69u2NH3484aIkZdYYDwS1pScxXCktyOglIimGXbFXYcuUOpla5EvGOpy/ol3AqInqE281pSbmUNRWGNNizELOiZIV26bZHnfSvmP9mZw2jGqULh/Y0au4C1JhcR1Dx/sIFIyGgcW5C4rBGE9arfgYGVOSFf67vW8V4cshEfIWyfAfilSrC3rszJ55e7vx9nYXO1vfaP1BiAE15DTYZ8KHq5BeR5GH9b6hemWxC31OrDa0sqHmfpTeqoxpRqG3jHPx4OwriaBqCGGlz4S16mD5HOW6zqHZBWMied+xVrg3IQSmioTTZx55x1rFy6crykZKeRKcZYln4nJh3xLLeqFPSZfgHK0VlDbc3m789b//My8X4eos8cTP//6VX355MLSh98YprIwxuZfO1A5lDKVJB+ga4M8vCy9nTzTjIHlOgnUEZ/EhMKcmLAvLIocPrR3MJjdHI7FWZTW9GawOOC/LPgkO7KKDtUfj2mkmFa2cQAe1uNi1UwS/HL6HIbsI+RSjtJSpFIZWh+AaxpCClw0yUtMKdEdbg1LiQxito7XGWNn1zMnhoOB7sGQJHqNk17cc6RZ7jPa8d8JUalJUXJb1O/lXKzFz9oOJVVqitEw5bH4DwBj5fegcS2InaTCtYYgXRB/wQ2YnOCM3uNHRRgtepVRo4uRWiKp1DiknaufkZtD5PlrrY8qD6UioWWWEUox8rVorfvzjH1FmMkcG1Uhpx5nJGj17SvL3Kg9Wr2lTsZUJ06JwlDJY1kiMRgIPrR5GwEQqmedeyGWwrhe891gf+fb1N9a4sgR7sNsk9OL8pPcNHyzP1EgZ3t6/crosvJzP6AlWeXrJGL+QU6JUh/YnnFs5rQIznaOhaIJKchajE5pBzQ2nPM4HlJkE78j7DecDPl6opRKXs8R6m4yPt1KYXajfbUoXrNfOGIpoDfvjHRGCBbyz5LJjjMc5Qy+Z7bFzWq94f2h39aTkJMENZWgNFFbwRb0LhmdO6Zq1XYqvU7PnyUDKgqBYThdSmeRceDkFUWCkjLOD4CfOqO+FQ5CY8JyD07ryeN5lD9bEWGr+4cfPP+WcOL94fNTst4TRDn0kUU6L5YcfZAcSTy98vH8VF7haAMWeO7++3RkMRpeonrUONTurnSxOIoP4E345U4sU7T5u33B20krBoInRUHJhe3wj3b/y5Xolb0/UdAS70FtlWRdi8LxcLlgj1ztjA2Mk9m1HGZh04nLFGMX5FLAuMJrMR3OuGCsYdNUrejzRBsLpRXwnKtPrxte3X6RoNjR76bx/PKg1cblc6b0SvJMHsPFQOzXfmWS0Msy+oe2C8oYQrzgtjf7ZjCytUdiw4GJg4DB+4XJ5xZ8/Ec+fSI93ub5PhbMBZ4TY2rtwiY6anTTetZYXzcwCPMxPep8wB9YNbDwfY4qG0Q7nPTkXMJbRlVjRmjTiDYp/+R//TLpLvNdosc/9r7/+TGuKoZW4MqZCK0OzsjDtfUjKyVt+vFiubnI9B17PkXUNnNdA0Fagl94QlzNqyizZurMY5wzHorbJGNQaoTgf4qmSBJ2hVMDHyHq+0qsh+shU5buHpNYdhvQnOBhPPjhMM1jraHXDuhU0rPFCqweyvx4z3SGwuV6fpOcDpnizmRB9JNWKcV7GFFRCFAGVUhKtjjGKu8VZepcHuUAjBrXvzDmIcaWNJjpjpb73orRxoGW0VoeiTYWygXTcRHPvtDGO2bkl2ICxCs3v7CoZwwYnC/VWj7ju7IL/sXIIkduxkx2JGkK2Veq79GkevQCjBQ5pDj5Tr00wLWhSEbmQsYbT+UQMGmcVqSScc7xePLUWPu47E82X60ormWECj2ciPXcheFvLGIkQLC0XnA18e39Hq8mWKqVLvJo5xDczoZeNz5dXWq84G8n7negD1nRaleLmXhtv73fmmFzOJ5a4yk8sN7SRYuDt48Zj79TWqVUz28ZpDeK5aLsAUJ2lljscuy+jPcZMRttZ1oXRk7xYjWeMJvswPUnbkzE6uVaCl7FxZ7KEC71U1usnZhk4I+NwuWVmtJJDEKOglcIbK/+/KQTp0RqtD1ywpCTP0dYnznlplYeIkVQ91jmMk2d4jJfj63T02dDe0rpARFdnpJirDWM0hjAlKKPgwwltRPrnraONQcrlEPB1Sm2Y//iPP/50f3xIrts58vPJy+kkiOS+E8+WNgZTe1IRHa0w7VfmzNwfX1kWh56KtG0wIMbJ+eQ4hxWlHG/f3tlyx9kzuUgj1hqHN064SNOR88ayeB7vX9FaYGOzyGLz9n4/2Ppym/j8aUWb/XBpdLbnm4w3Jjh7FvAeFTeLYDJUIwao21d8MCzLGT0rWhWWNXK73RktE8zgvt3lSjoNW8qosbE6RclZMA8zYWgHqmUcXocqJaPwSRbfyILeIJrLiZwyxJuh0f7EnhIMhfPhCCQ8aeVO2d7x+veSm8KZwBJP+BikYFUKazyjVCd4zXb7Oy4uUoRrmdP5E6oNlusr1mucj9QK1h5LMgVog7VnWttxVspT+/s7f/1v/x3DpNTCuqw8Hhu//vJByoV2lLhKbfKBPxA3c4IyHqMVP54dZz05LZ7gGiEYZm6crxeG6ngXqaVgF4v2cjqXslym1UKvg9E1xlnSnumj4i+fRa85FZhVpDY9yZjDHh73IVucuMpNs5aGW1+lyOcjo3V8cAIndCc5tGiP1nJbKcfMXsYPTTpFyuDiylAWZcOBrbAsQV6azk97TgAAIABJREFUyhxLecF7HmOkjtIdc+B9rJqM0elK2saiV5UTfR+HYuhI9owhbpM5J0M7hjbkOqiti2Z1wNST2isDJ7raeQi1jlvgGOMYzQ5abeQkqa8xDbkK1ly6HwZrf3eYyO1ldLllGaNZl3gkliR9pRhoY797waeaQmugc72uLGuUJGNUMi5qk/sjs207MUZ++OELrQ+GspTSKK1yelmIS8AY2eeklAQequVW+twV1r9ifWQ9LdRaJTUZLExwLqKmpvYncQnCwNIrKe/0qXh/3PnT5xderxdSzQeEVTOU5X67Q++UgztmzRlnGs50jG1YLTeuzkCPiTMWHxTee5SZKDVQU1JKbQhzTOspo8dRJW6cN5wdxBBIfcOEIIXTcsN4Q00bfXSsP9GauEeMUkQfJA353A5igZQzU02gZKflnEPpwRiNZRGTLPSj+zbR1tPmZMtPrD9RWiN42cFue5Lf4Sk9JGvldos25CajXHG5e/pQbJtMmWAKSaE1cm089p1cFdo5R68djaWUwely4g9/PFPLjdVpXl6uglubhf3+M95INDGXO9ZUPl89q2/A5P3WeCbH10chD8O//vorj2fi7Xbj51//nY/HhrFXMQQqz+2eeH9/ktKDuu9smxRupl/5eiukKv5xF2S+ubedx/2d9PiGV466P9mfvxE8TFWxh3Et5wfWiHXQMLFqMHvh0x8+4Z2iPn7BqoYPno/7O3//7WdGE3Jt6ZoxYa8Jq3fC2FjIQGXfNzSK1mRG3aajHSmW2USz2YfBrStufWEYy7CSNEOJe9nHKA+p5zvedHp6p6Uno+w4K6kkpVYmFusDLniGmtw+bjy3TAgvEqe7fyXt78T1wmk9E1xHmUmMBuMmepYD661ZVvGo61Fx1gltVHXUbNT0EPzC7Yk3EuFWStzzH9+e9IE4stGUPROMldRLHwytqBOUkkWxYmA9xGAIIaCHlB9zesgy2V9pGLry5L3SascvCrd4+kjEk8YFKYatp5XeoKaNvFdmD4ym5XujAn0WWt2ZXdNKYyrH0BAvLyznM9rKocfYCEdZTtl4dGoaZTRKebI/H4yWGcMeCZ+K0Y6pDSVJj8kaaZIbL4v/TsG6iLERY4N4HaY0dU+nFWHDSQpqWSOndcG5iHMB5zTn83q8ZDVGKRgSu7VK0WtBjcZs/fsCe4yJngM1B4KBr9yTaHpLE5Cl0ojIqYlG1TpPjGLqA40asuNQR8NdfW+ez+/FQ6UlrlprpfcG8wA0DpELDYS5Zqw/5v4TfbSqmTI2rGXn+UikrMAE+px8fHwwtZXTfknE04kQA9v+zsfHN759+8a2b2z7jnWOX357R9sTczrU0Nw/HuRWqaXTMXzsmdI1XUuhr7SNUirb9pTRZAFvNa+vJ0H+lwf3x1eeaRe6tvFMLXska6OoAI5uT7SRvGf6bFglMNnJpE+FC3JQiMsZpQalFAFAtokelloKwXl6r2jniMuKNpU+KnlP9NY4nV6ZreGiY6pOrXdSkd6cYtLKRh+DdTkzlZZ+Tyso5xhac1oC3kB0VuLyRhQRzkwpRCp47IlcGgxNzlkAiAhRI6f0XTTnYqQNxRLObM8nsxZUl06RtZYlOPZUqE0xxmR7Pg8D56C2wVAe88cfrj+llAW7vq6MUTmfgpS/tOV0/gSq8/nzgtGN6+lMMIayiaOh94YPL9y3Rp0O7T25JJ4PSVD9+uu/U2rl5eXC87lTa2XfNkrp/Pbrr7Qpyk/nHXtKbClRy8Aqg52N5/39yGcPBoaTX7CmY+ykHm9MayTXPNQ8eiyiIQ3LC4YsGsaW2PYDUKYas3f2/Y1fv32lK80lem7ffj6ItoPH/caiN6LzTCBNy+X0itcSfxtDnANjVIxbGA1az7RUwXjmEE6SMwElr3BaFblQrzu6Zky4UkYjrn/ALSdmA6M0cX1F21WuDWQagtQ2RvrgUswTXIY1muAGoz+xwXFeoywBnUdZjaFJsmMkVJdTXK87lox4RBXer/z2t78z8pM5LN4v1AL/9m9fxWrWxRzX++GCR2K8VRm0cvTRiE7xp2vg81lzPUUxEvpIWCJaFUYrtAaagEbjjTCdRnkyZqCVjl89eZ/4xVNKlUSgH4y8EVcBXU4lJVYm9NEx/oxyjuftV/SMlCkKPH3g07U+0DUa6n6XuDBHGKA8sG5htLvQC7qSNsYcEnkdctp0QUjB8/dyqNKEGHHOoLS8LGafGLccNwJQXpaOssEex010oqYSZlbv1Cqn7tbngRqRElzOlVwGUxvqmPR2vFiQqC7aCsNsCrRRHQ/zOScaQylF4r4lHy8JAUEikA7s0clqpeGO7ofsOX7HVkgKSDhzAxcCSklJOOdCae2I5HY+fXnFeYPQ/BW9dYZSPJ87re540X0ee5guEipn+OWXr/Q25ZBnvNC21zOPrVCrkeKhs6TtjnOKuDqWJZJzxaozVhtceNJzQevJtsvILdWNx5a4njQmCLEilQfGOLx9YaL5+PgbY2SeuWLtiV6z7EC0tMyNPoIT2rE/byzL7251ecEa72mjoZTBuBW6OMTPLy/MKanN2Su9Nfb9eeyGxf0RjMe7QOuVj49vjN6Pw4jHO0/KOzU/j5TXJJcdpWFdT1gmp6hobZdStTKy25r9iFZP9mcSC6bS1O3J7JNoDb0PUm5s+85yjhgr2Hmr7OFB7wQDJ3+iTfmMGKW4PRITjdUcNQ5B3JfUWcIr5k9//vRTK51liYToOK2OGEXxqJRm23byXjDGsISV3qp0HZhgHVvtPJMUhFZvKfnB4gYcJ6i32wdzKB6PzNdvhS11rEIatqXweLyzhIWyfbA/PqS4g6HuiTVqRpUOybTyTXcK8hGjdE5x/fwH+UWwwoNpbR7zWphtg14wFkEd1w2nDWFZmNpwe75ze2RiuFCed9r+hlWWvQ5ynXw5X1FzYtzKLYus/v74INfOqIM5NMt6hrRDG4TrK/vzIRHc3lhOrxIBrRl3YDCUN4KqsBF3+bOkTfyVLXfW64/cH09S2ljOZ6G4TiVU4VZQQyifzMHQhXU5UccUXL4xLMuJ1jr0wWn9AlNePGrA6Al6w9ij2zIEV2Gt+NX/7X/+L/b7O0t8IZfE29s7t/ddUnAojNbEEOmjk9ugKkvpSqxlqhMcfFksL4vhuiyERV6imsr55UpYF5yerKcVv0ps2BoJPtR9w69XGAY1Foyx5P0rynTBPHiPCys1T2I4U9M7CivWut5pKYtxb4nouWMs4spAMeaD2TLWSa/GaIsiYq2l55ssSCmHjU3811qLV0Vbc5zMFa3IL5txR1qnd6yqlO0DZyI5JZQS7XA7lqe/i3ysUXIT1o4+ZN8whuBx2uFTHxPamJQuQMY9VVJtR4s+Hpn/QT1a5XNMYozULiIqYwQOOQbfveClZkIM5Crirz4UYyqGHrQstktlZIczh9xCvJc93e9wxT6hdaH99l4PAKEhekdthZdPVy4vZ2p5opRGW5mZl5S4niLeGnrrsjdRgkr/7e03mBprV5S23B87rXWeWyGldowGxX/urSSXrJkYBjUN1lVzPlfptoxEzpXUNMp4yoBty3y+RpRV9Cl0h+gDakh9oJVNXuBDE5eVx8cDHyzX65XRJE7ubGS0iXeGGM/MPsU2OutBUm54F8i146yTPaMLlLrT8xOt1EEnH/gQRBqnDdEHnvud1jNLjN/ZVspM9v3OpNFrwfsgr3wl8XdjFKYlufnkQm+a3j2jG0ppGKfEZqpl16sUAp9cPGN2cpvkMtFKSqi9K/Q0BC+MtjIb6ykQbKBOsFZYXXsukiI8DgBjyGe3Vv4/pt5sS45ry66cpzczd48IAORlNpVPpV9QfV9+qDSkqlTehgAiwt2tOf2ph22k9ESOwWYACOvO3mvNycBh/vm3X/89pSRv0GtgmhRaFXKtpNqZ/A2NxD+H0sRtI+0b960Qj8pQN8bQ3C4zP398p6TENE1of+Nx/3HOLzP/+PvvdDWTS8eZyreXGecGwVquc0DRyFHm60o7ammUJuL3FAvDzizXKyBfMUcb3B8J6xf0CeBTyvL4WKnNc7kEaZG3Qu+Vz88PZmf/dCU81ndyKqTDoEqk6o4acLle+FhXWk54d3oB7IV7qkCldvFN7DnjpwWNAOK0GTgzcTze5cJfXildfl0hyByyDENpHRMupGpRynG5vJKLLMF7X9Gq83J7Yd+eeNMxLqCslS+OMfB2QjlZ2uaaGV1SV61B7YbBIi9N1ZimRdJvVVwELix0dfoqKtTa6b2z7wf/8d/+A2Mg5cTn84lxjm2tfG4Rhih46aezwjpqt+gTJDiUxqO4Oc1t0Tij8EazzKLaHadbxs4TWCN059awdrC8vhLmRaK7JeG9wrqBs5rjWQiLZeBoqdObnDiVtaKUBYyzwvS6vEIDayeJ5MYkLJ+WhJvVOn0UrHP0IjdSzpHWkpyMhpGoay9oFeijYrTCuhdqLahh0HZC6YbSHe+kV9KVPLjRllIioyWUcrQu+yelpMm77QkJ+kpihl7IXWLJow9SrsTSiLlShiK3do6OTwCjMnSl0dZivSPHQnABA5RWsF5OK6UOtJVYptbCJxu9My/X08Ao17k/dyDW2RMqOKAPSj5BjH9gcGSQJu19a3He0quMQrUS1MbXrxdqEXTOFgtxP2S3c5oeS42UkpnCzOfHT0YXjS9onu8flCx7nuOI3JaFeZ5w1vP5828oFRmjSdfCaMy5q9AYtiPSRqJkSxmNUgopVloZzLfAQAtkcnRKaxilMHS24+BzPRhay3VRtJgztWbxC71sKKUorTMFL9Tdy4WSDqZwlRODduefi3y4lZhwyxXrOq1WUIGwXDAKeYFGGX8bO3HsT4LzXK+v1CZqBqOEoHy93HBWFOJKKYw22EkizMZ5+lDkTaY0BfmYHB1h652SOLQil0jpiArABHJF4KDKMflX9BCHznILohb2Vzml1CJ8PjVoyhNTkYBF6QTnqDES40FMjed6iA9k33Zmb7leLLeLZrkGculYfxOYHXIR52rY153tGXmumsUNvr5qvnyZOGLk7/+4c71OKK35eN7prXC7vvLx8UkrSVzfaeUvXybcaBzbgZ8mBqe8p2uuk+WyCHakpcrQHjvN9C5gsfVYySNLfl6/UXLjZZl4buIvB0ep4nsePaJGRPdOzrI/VtrRSqQ3TTw29udBypvUfVJjmT3f//E7plkui0c5eO6i9wzBChXWBxl9jELrGehMzuHMhDfgpyAEUe0x2tPqIKYoBbGmKE3hzAt7fLBuT6bgMGpjf36X9nuLBC0Se+fFVYHSODdj/EV6HTRZcI5BcBeu1xeR/rjA8/NvhFkESq2Lxc1Zh7WG2iV7H1z481j+/uOd43EwL56UEko7Pn5G3r+vpKFPyIaSUZZ15N6paMI8UUtDKY3Xiq+L4dtigYpFFosuXAlTgCE/v94HIwpID7NRihEL4XgwuqH0fM6oK9YOBi9442glUfvBoDHqRtwFaBi3O1prfPDkmAWnQUcNQ8oS6pARYkYjy8NepMRpzIntd04auOWA0c+0UmWcf99Hx2rB94whhb2cNykZdkSY5STirXrHTQvqjDpaP1FOMGGOB02LirmUQqxdDIbn6aK2QR+amAtVnueUWmhDy4PmPGUMpZnnK0prYjowaHJt5CLL7jHAaSsTSqNBa9Y1Slx8SDnkssxSJjzBijVntFGS3jFy8pKCXjsZbOMUVhVqh9JlnLPMjuttQVtDa4McM/Pk8d6QUiKlyuv1RumKXBWvX7+BAW8dJSWsU+KfaBC8Y3JCsW69yo7IyW7iskhHzZqZ1mGLjTHk5fg4EOlZ6/Qm1OfLbSanyhEjpRaMMnjnyGnn/eOOMQtGOXSHPgJTGBhdqHkXOkN45frylZQPUCcsQlW0MucJOUpE2nly2USb0Btpv9PiLqOqYBm10asgU6ySX68LkzxTe5dIeJcX5BgdZ0VRUHLCOvn3Wj6wpjN5gzWDdGSOLaG8mBiNNkLrAGKKNNVoI53MwSB74dxEz+tF6ta7OFec9/QqpwlvPduxMYbCWU+qHXX6z1NMxJx4Pj4BRc4D9CRT9uAsyxTwGt5mz7cvr/x/WSxeqjumEGR01Qe3y0RuG/PUeHtzvHyZqLryj+8fjC5U1ed60IY0ZL//fCelzFAOPTTLNDM7z+Nj53K9iaUsF4zK2LFjxowJgV++XVk/VqoJ2DDx8fOd/Pt3/BKgeexwcpPhiDFy5IzZEjkhF03qzHbj7e2Cs4pcd8wIOFtJufBcM6VkgjbgA5/HgQ8zP3/eaU3x9nbDpEwsnft6YFyglwKqM7riuUU6iS+vb7TW8bageKJNFyKw6hzbCsgP0Pwxk0bhjcMozWW+YPwEPaKV4/b6T9CbYNeDpeVJIqbaoAzQCtbMDBr7umGNRXvHUIFShBS65Y72FmUmtH1DtZ0x7kzL61l8K3QtWIZcE6oX6rGiVTtdz1ByJ8VGOompTluMVpQemRZHKQPV5KHVNNRWuARRdlqr8M4J5VODtQOrYLreaKPi7YyfAmGZQF0ZNcI4GD0wtMJSyXklLJqSM6YpujMMldC9U3NjWhyjZ0qKKCVe9WNN0hCngW60IpFufRJ9W60nkE6hdBZI5ZBAhLWW7bkyjMDzeonE44kJAaWl9V4w4oFoDWxg9E5lF47VaNAq27oJomc7pLBpLLF2Wj+j7NrSSuaIRfYVWp9SKYEptt5O/pXoB2od9CH8ozEGJUVS6Qzr/tQV1z5wWkkj2cjYp5ZITBuiandiaSwHwS0S2UWzxYrVCqMGAyXkWK3RWmLNxhhKzRjBX0kA5CyXuSAK5daKyKt6w/uFI2342UmYwkowYqBAWT4fB7/80xee605riV6bpLv0EJ+P1+c+LeH9dPYWHLnoM+4sKbqYJBlWemUJM6PDcWS0VZQjo4Bffnmj1Yb3llINuXaOWrj4IPvAoehFM0+WFOXFo5Sl5MJ8mfj261/IWZHLwZE23l5/oZSdEAIlRmqWpXSuFRPAWEchYpRnDCEop5o51oQelVQ2vFuEKNEjvWhyzRjluC4veD0oPWG0l/KmMTg9S0nZKmYfCK6i+8F+rOTeKMrgUOghwVu0pjQ5aY0hke8wzRypiOemDlCGy+3Ktv4O3eLDTMmS+Ky98dwSz2dkuVywXgm9ucH7e2Q/PvBOPrj2WGhVk2rB/Osv3/49HjvWG+bF4pzm/fPJ749GrnC9ziyzxRrh7o8qxr3L64359YXj2HncVzqT3KQa7o9IcAGlFFtMGBTH0dm3xNv1Si8Hy3IReJ0p9JpZHw+8D/Rm6L1h6ARnUKdbATfTuzivW5fZd7i9yMuHKl7sUnjeHwwMj88DXRspFfbnHaMMaX9HDcV//ueBUo1lMsyT4XL9ys/7egL1NDk1ptkwauLxjGyx8vaygM7E42BbC481SvluLRwx8+2Xf+bl+pVy/GAA617oTeHnF3Ewt4TVA6f/SCbd4Sww6tGoZUWrii6VHFeU7izTFWvF25ziATRKviOqTQvdENOD+fqNn/e/EcIrtRR0b4TLTBkTqmW8B+MddCkrHvtKqpHWMqM2vv/1J/u64VynpEbv8FwPtqMwlPQ+xhh4a7HekpQl1iZL36GpJXP1ji+z5nWBYGGZNCGI2Iee6VW6It47eknU4zuqR1CFljuP9xXnEVz38aQWmf33EelNLH7GefQYMKDUir+Ik6Ppgu6V3goKycH30c5obZeY7xAgYu+dWislJnJsrB8rJVXyUah1cByZ/SjsqQDyVT26oOxzrKSUGLXBOP0jw51SJ7EYKjVodZyoHCUPG6VJKVLroOQsL42hBOXRBM8tBHVNzJXjKOyxSP8HiKWSc5PTB7J07gMul6vsIhVngktGhdBRWh5sRktMOThx6Tjjiac5VKlxdn7k5zv6oFfhX41+/pUh+wofZILQOgzNZBxGSTT0er2AtnLKqpngZ2IqHEcSPEctEkcemsUOJuewwdJbpZQzeqydiOhOOrGzF6xf2OPgcl0oKVFbQ1lPytL3GAPWLVKqoOCNEe/Fy+tNxlZ5l5NdB2jM3vO4r/z17x+8vv5CzAcpF1LauV697AiNJM1Ky4K+UZ2cDmqLOH3BansCIRVKdzRyH8RjPRN1mXEGD7SSl59zUl0I4YL1E3UUtFZY7c9CYJbodaugBFZp3CQFzyFK2RSf0Bstd1I1dAOqZeiDXASzk2qljc4YhW3b2FOlVZFRtS73QUoVbwzPxw5acbvJNbStG4/Hg94hBHGh965Yt8jnx0apQuf4eF9JqfF8HgzjsNo6OnLhfr8f7E3RWsZNCzrvjLwQbp6uKm/LxLYrjtxw9uTa9MYlTAzt+fz4JD0i8ehcLzMxJlqVDnCtEe8N2/4kxcRyeWG0xHY05pcX9ufGtmW0apAFP36ZJlLdmG4XWjH8fGR0qVw8+ABqf5BTIaoFbyrdZpyWL5P02NjWyBwuTMHy/kj8y8tEyp173JmuF0IIqFbYnuIe8W6mNMV0uaGGYeuJrKSR+/3nB24x3D8evLx8YzRIWyb3gnv5Qk0rUa14C3HM/Hx8csQ7X9F4LZ4MreTFpyjMXpIwuT7x4YJzLygKBItXr9T4lFKT8nKDmUn++1LwwXHEFas93k5se+Ll9hutJhbvOY5OOZ4YL1Fga6zkxlUk5kyOIvcyqhBTZN12lOr0JGmfEC54J8tUNSAr6Qc4FKVpwFJKwnvOG0nLiwuHt04EN0bio/fPla+/fMFeJ8ndG3smVIbgx60BLE5ltvedEq8iVHKavGecGShrKOmOdYHRHU17lFWonhipoBEktyKjhhFXhylCPG4dpQc1RQHQVUXpXebSR6Wkhi6D9S5UUzdN1NZPDAqkeqC1lpTgfghY0Dp6P9EUWro98nPlxH002tCooBhavuRqP5fgdZC76IZFrQraGFKqxNrORXqRVn0TcJ82DjMavQ0soKyhFaEKe+85joP5spDKHefkz72pwREz1hjCcqG3RkodRUJp9WefI1c5bcjStJ8nIXmQjiEnj1o7VnVaS5SUBeFRK1qJX8PYIGY746i1k6uMocb5gkk50ttgCjPXm5XTb6wy37entKoD5ynYWYV1mtIitSVGn1BqxnlD7Y2wXHg+M6kOYgFtPa0ohh4SjqiglMWYiSMe5NolkNM129YYBFLtpNxReLQblC5mP2NnahmkcnCbPZMLxBSpQwqWysAwnaEkpJFKFoVu8bQUOdYPpmnhD12zYqCUZg4zqAJdM7uJnCOXRSyhtQxK3pmdl65HuBJjpg4Zu25rJJhBU7A9d2qXsf+RnwT3QkmN6fJVJFTjJEsowfHEXLFWelrpSGgs6fzoMFr4ba1W1nUDFKVEajXoathWMdSiKs459u0gRiitEbyj5Ib519/+8u/pyH+W30rt6KEQT3vm6zWwOMPrNfD121UuqJhZlouAFFWmFkXMcqSLR2aZPWESZMHjecgIRw8ul4DRinm5sG4rvTeUc+RWyWWg7MK2V+aXwKDxsR3EJhpTbTXHXjj2IiM3p6FsjJZpJRKc5TJr/MkyWiZLcI0vrws/18TzaPzLb7/x1+9/Z/lyw3RwgD9psmvqGGVxsvfFKE1uhaNW9lRwfpKHXin4sLBvGTdbXFB8vd54CYPgIbcb//NvB3/9/oMxHK0mgeDVlWm+gpHmqdaG4ZyUkk4UeOuSyC8nvtl4S44bxi1oJTsbVStu+ko8NnlwDcvldkOVFVUzYzhQsix2bsZoqHXH+UAtB7FUarfMs2Wkg+2x8v/+9//FPM/0lmXhXRX7Hvn42Old0ZWmMQjenkC5SjyXvHRZDM/B8K+vgYvXp2xsoIZhur7Iw7JWekwnGkZGZS13qiwZaCmjlCYn2euMPmhRxExKKXJ84MJCw5Bqpx473o0TxeEZPdOqwAK9W8TboRHQYlcc+8q+HrSueN5XPj8T215Zj8b9vrGnQke4UzWJPKyU82QxRKajjMQm+4m/abXTq/CLWu+UJhj6hj5jupm475TS2Y5M7ZBLJ+YCCo4sauNcxaVRuyaVRutQx1ltHBJ11UiM+shRYIpasR/7SSMucmo3Th5IqYqTRGsRTf2RCHPSdvezRNOd9RilhFYw+p9zeImrCjFaa4NSot4dqgkb7ETUW+fw2uNnuV+U9eScef/xA6MR0kSp7LGgtFzz5VhJh+B7lNaE4Okl46xjnjxKyQPP+UlkdHqguuL1y18oXe710QstH5QT4aGVQinZ2YQgOPRpWrg/frClBsbyel3wRvP390+OJq4ha6wUK81gWaToOV8Wvn/8nUtwjFpJx84f/Vt6F3q21ji/8FxXxolFqiWdZALHFC7U3CgpCqCyQU4dPSJOF0razwlLkAKyNyiE0xWmF7y9MshY7dG6S1FbiySYkwJsm+ylhlZ0PMpP7Cky6NRaKFVGzNYKxl5pi7YKY72Ub5FrQ3vDuiX2NdOVZouiG29dpkbbkYgxMpRhXSMpFimUonk+I1adXzrKiPNbrh8hho6uiftBXSZUX3j/3Pn95yopm6C4b5FWCkNp3p8r2xEFPWwkWvjz+wfL9QujFtSZLzfG8vlILBdN05bHlgVdYQw5RYxW1NaYvCEMeDE30paZvecvXzWPZyWXxF40Fyt/8APY9p1vb79ylMT9eacXCAH+8/vGZ+wYOt9//o0wWY54iAa0KkbV9FFYjOXICUbneUSaF8WvUQbVdznuq8F8ufJcD1lejYPZT4yx8+NZ+dtd8/Hxzt/+fuf2tsDoeDe43wsvt0rKD9oZALCjo1zAT0EazMqj1CygQwWtrOQ90XUnmN/Y9wNjF5x2DD3Qp15VD7kwC5HLy42UOqNolHIccWd2VmjHwTP+4D9ZoeF6P1PKD4yxGGP4+NhpXaCU1sHr25Xfv+8MbWiNE32tYTv+9FiUoYQ2OwbPVNkSWL+zOMuyzAw6PRW2Unh7e6HVxL6tGP5w0DcK/9vZqO2JAAAgAElEQVQaaHSl5oJB4YMl14ZqFbKirJHGk14ss9P0hjzgu6LVgbETys4cx44PjpYlbl1LIcbGnuTlvKfBz3uUKHlTlCx7qzI6ulbMEOaQtprlMmN0Q+RLcr3R4/kA1miKfLkP6F2KoHsWdwKjU0pDWUXplRwP2TGVQaqNVET8VGonl07tWcY0eKmFINFgAYr2P6O1xntq69RW8G7GW2GINSQ66qyW6PsYTFOQF4PutHGKtlpkNPlyD9MLNctD2TnHY18lKo6kqFof0hbvQ0IYpf8ZkMgxokqj5sC8yCK8n8C+YC2xFGIe1GqoLWNswXpprQtgUpGivASNMQKUNIDqpHzwcr3RayXlyvv7f9B1wTsPraFpOCcwzlwKtje8FSik6YPjWBmIryUYw6jjVB27s1ltaLXjJo0x8uvwl4VtXakl8fFRGK3y7esvMuZT4LXmyBuqF+L+wBiHc/LSa0j8egxDKRmtOtYIZr7VxvU6YVCMtmHGwNmJ5/3v2PlG7wEIzMsrHcueEsYFLBZnNNomUh70LMrjUnZMaZKAHINeERK5EvghGnmxSPkHPaAj8V7vB61pUA4/LfRUyDEJpr5qWjeUokA5Bp0xLLVBXFcxNI4qRIoj8/Z2wRpjmeeZPIqAvZQ+j3KWmjs/t4bymb0+wCpqs3gfWGNk2xv7NrBzozZwNjAvE8e+UU4kslGDWDeUqvTuWGtjdoa6Q8OSu2Wav9HaJpA7bbB6RqvGMkN+rMzGEoylu8rL1XEckIvgiEerXKeAmRb+5z8epN4YrXKxVzCe+8cP/HxF9UFJg2E0vQzwgceaKaNgVGOeHPPk+Hj/cdKHhb2f02AMw7YfYMDaCylWGAded7bhOTL8fP87frry831l3xKX1xf2lGljI8aGYuLiLfd153pdsA68mWUsdOa1dXCU44FSnpLl5pwWj+4Hc9B0Aj0fbJ+SEqt1J8wLpR30nNjLYLl9ATvBUHgnbnD9hyPBLgTb2JMYIgeN/cgY53k+V/a9YiYpVHWQB85kUEZ4UGtMpNrRzmNOftYfaQ3vNB9b5uui+Zf5hZdbYJ49x/OBtpblOqGMGM1yzlAb0zJTjkoD0tCUWNCjMF8W4rpKnDNmlqC4XKRvopXGG4XRsstoVaKUqFm+e1pDac+xJ3rrpNRZHxv7fvDxkajdkJvm8ZCbvI4uNqWhMBasGzJrbo3JGNYjytdfFytgcBPOCPxQqfaHygWN4Tgy3ivenw/CNKGGzOqVqaQsL4uc8wmEnKhViZxqSPpp1H6O18T+1mrDuoDRReLQDJwOshs5ScHq9JyWmqjnt59xll7BOIOePDVl+X+Xirce+8cJYtFgGvMS2LeGcx5n3OnpBrwh14F2YJqUIbWWPU7v/YT8VagyyrLBc//5HW0suQxSGtRuz72GsOqa6qKMtbOg4Z3FKCkSx7wTgmYKjlKlIZ9KodNQSmKkDfGnuDCTmpj/eusstwvGiKCs5CQ4Gz8xekKfLLh9z4zqWIwRlEkrWNcJQZbfqMZz3Smxk5CX9nP/K//3v/yFoSpWG7zV0n4fgJZEllLQ9E4uldGGuFqGkuCLVjhrMGpgsGA0dp7I5SRat0EqT17f3kANFJ2gBqguu0vleK4/qTFyf7zTisIbQ1dQq8R/S8xgD9Kxy4cGEHOTXfB9Zw4LPSculy+UGBFmcMbZN4HDKrEjxiQMPFCkI0sqslRizEyTxyhN0OrPDxM3X7DpiHQlkLZcKl5Leze3Kh7kpvj+OPjYM945vlyvxNzYvh/EPJj8RDqyZMRnh7JDLpRUmebAejwxCqYQJEqWGnNQzNMEKIKRBc+o0v1QZpDWT6qVeWqwgcrg8bjjwyu1J768TdA92xFlD9A1lMbPHw/85UJvhZegSFtC94HqjVIVPz4OpmBoSrORxPGbBXenVRECZa5o1ThiRFvPx3owTQF0pvWIqZnX65V4CMV0LS/yBdsdKR4c60Ncxy1D1TTd2faN+z2i653Hqkn3wKETt1/+DR06l+uNroBeqCNhRhYhly3s252GolTF/PKCsbJ0byd+21rpz4ym8UHQ9MYYSiq0tGNMhVrocWZLG2aaCUOTY+S5bvzH7588N5HsuHli3xPOWnFOW4uyGq0HdmhQgn82J5NJAXaIGtWFV5wRGVGtneeaqbWwTA5lOs4oatyodaCqopTO/fNBrUOwFF1ETDllxv2gV7gsg8Vbom/YYAlBvh67FlI0Zz7dmkhtgLUnbRnivtJqJSWIz41jz3xsiZwHR+18PndAM3pl+mMOr+XIr1VHj86eMpdlYRg5lbXUyJnTLSGnEmVO17TRlK7JuYBzlKE49kipBwqBMtYqoYTSBiMXSh4st19gDB73d7QeUuobFZrIpVpuqNZAG8poVDTLcmXbN3qpNJ0l5TWAYcSUZ2X8arRhZCmQ1lYI0yT+mtpEaToGx3GADXgvitTXlxt73Ikxoo1D6UYtGjM4/RgNa8V3YpSiNAnJOAf7fsfPgdEatYrut59t/sty4eUaQGne3yWZ+e2XV2lNaylVWitofeeajMR0I49KyQ0fJrRZyGmT9LmylCy+mGWe0NqQM/Q0cNbgJ0tKh0AIz51PLYXRzelil1NPCKJmkD5FJZ5BmtYG8+SZXKWkij37RgwYRU4/w2haXlHK46cLAC0lKdwxmMMsTpUWUaMJ/NJY9rxhzQsqKHKLvLy8yI7Rz1J2tf1PHuC+baRddllKVbyf6bkxLS/0WIgxy32qFC7Iz3FdN5y1xK1yWa7Mc8BbT4zbGdwJ3JYZZ+H9HkldXuzjDFX0pqApaj3v4flG8Apa4agF4z2lFKFNayP2s1Ya2kumONhAJxGPyBwCfZwtz9xZ952WLNoNGoq1rHhvCVbT+0HaIUdBng8lzuYwB2JJDCxhMrgg8LdSFcY72seDyTsulwvedO7f7+DhenmlNGnojpGJqTKUBaPwFpx26CwK2ZoHVPBNCKuoQtfw8vqVn+uTVAcXZ8m9sR6RwcEUZtqZ0e7VkI7EHCy/3x8MO2Ftw1svy6UsaGs3B4w2XP0LyjRaLIIHMIBSfHt5AW2gRbxdBO9QKgwjOIoq/RelMzq8kVeFmq683WaOPaJ1oLWEcoqWK/7yDT2/oo6Nsj3oJdNUAh1w00ItK1Y7zHwR4J+qWH3DGnFjy37FygjnKJgQWI+D3iqPrfLx8xDHvIfPHz9pgGqDXMF5xeXieTwPSlEMJUkoY4VaKwv4yDxfeK5PlpsjpsJoE87OtBpFnlULx3agB+RSSF1jrGV9rueRXcZZpRVqrdSmSLESHpHrEni7avx8MBdwk2WeHEONk1DcUXYhpk+cWnA6kLedlBK1duLReB6F3z9WPtdOrFCBcjZ40YpUZR5eakHpSvAWesNbS9s6nS57KWWlxU+n1nYKvwxqVKwRsGRtDYZERaXcKQ9slBgJcxOCtEKDbqz7SjvxML2L87yWesZ5B10XrB2UHmU0leHYD5wV2mofQh3WWnFdLsTSSCUznXtG5yzGWIJxtFYpNcmSzxuOXBit47V8jddWmZwXUqvz5FpO8Kkkik44zP+BDpeEj1JD0Bgp8Xw+CVpJbyVMoDQhTFjb6V28ItbJDiKmFfBEqlgl/xCnJSkdcnRaFTc8wfF8ZLRxNMqJXjFMc0DrLl//w2OMIaaNjGWg0R66sqSccE52Ja0VifAHT+9SyL3NF+hawJ1qoI3hepm5TpbH+uT261e8D7Sa6LXTOcBqoSDoThmWabnAKOLdKfJg57Q67seDZbmgOjh7odbBcpnxw+JsQDzYFWuFqeVcIOdCVzBfb9ALy+Ub1nhSTtSUGDSqNigbqGoweQmxHMahKyyXRaC0/SCXgjZwvV5oxuAncRgJibmdGmfDcWzcXl5Qp2xPPqgco0vZXBstePcOShVspxBzZJoXwSkMSU1oziWhylxuC9saUWpwCxdSPLj4+bRtWaBhjGXdC8dhUcqT6pAb1BrWvf3pLbgGYayk3OnNkaokPl5uAdUr1i+ocKMMyApSjaimUCPhAyzzIrnm1vHWU0ZEa0dXhtdf3jCq4u1E74Jp2HKhtM4edxQBZxVDGXp11Gq5eCUvCZ0kCz8M1geGCsTcsFazrY+TYCu+69YaxsrD5kiVUg2qG/w0o93ZIVCD27fAc71jdOZxL2xEZqP4TI2315m0fhK7x90+mCaPVoGUsiy5LxN+mqhpkPMKRlrGymmcXbBOfCpGO5Q+QwjKYFqQBpo6AXy9EnMl7xm8p+XCtkd8uPH5uBM3UXe2XCRNkwvbupOzQjnHNDtiElHPUINuIKXMMk1YY2AyKG0FwdBB6cAzHry+BVpOqGGFdquExwOaNSW0qRx7pvXGlsZZVCx04MgFM0RU9rnu7Gmi9sG3L5WvX95QOdHHjgsv9CoQvZzlBmz7B/RBOgqlDt5/bhwJ9qJ5xsI9CjlZoRnnrL+UjKpy89aUSbmeMUtZxKMkV996JrUspxX0CRlUzN4IQ0mJR6Gc2lNrvNwfQ060KIV1ltqk/6GBMZKU/U6bptIa7YSI+gfJQJkOTbi/enRKK6AGDdHSiuPEkEsmHemMs0ocG6PJWcYvrVaRRvkg/2xIf6D3KrKhMAkmQ8nX+eiiQVBaJGJ2DILT59ZR4bQDPUhtcP98sMdCH5ruJoYpDG0YNdKrBncSgYeQJqARc8FYOKKog6W4qXhuiW9vE1+/3BhEcY3UxhiOuB94p/FToFWJK9cuPDLvNMty4cePRG1i/LOqcJmuGN1Yjw3nBCHf+xmL7prZX6WwecZ4e2/UnKjV8fO+4b2RnUIbUudRit4LI58wSTdJybM7sJmj1BPxM2g5ozsYf5MdmZVQg7OBVAbL7XLuq+CIgoPpZ8ek94J3WhKi05XcYCB2Tz0UzhtSj2jnMEHKvM91ZyjDGIowB2pama0F7bHesx0SuIjpILd+XosNdZZdzf+BMFEqABHr5Ncb1zvBKCY9KL3RUxWUyX7sDDgjcAlnx5+RRKthmSbCFOil4S3crjPzNItcBM28ONoY7HtFDU/O9eR7GvwUGMisMjjDHDT0itJeuhsj8U+/fmU6l+etDYa2tNKJJdNrYnGK2Wtu1yDxvlrY9p1UG9fL9bwxPaUmjB2kghSW+iD+IVlRipIa6xYxvWG74zIFPj8/MVo4P3JrGLYsEUhtA844ci0orZlm4dOMJlTUmisfD0k8tAFhemPdfqKovC4eRUEZeRjRJAJoNOyxYP0MCu7PlfUoLJeB9ZWuJimP1cix3qkjw6i4MJGLuK4HcGwb6figl502tLjEx4rpmpoKdRyMvrGuD4a1oCzDWD4fK/sRRTJTOnnbUCj258pxJDEVdsix0NGknNm3xOwtzhpKVVwmWdy2M+UxhmIJjus8oUcj7omUEvuW2VPjsSZyUcQ8uG+FPVZ+PiJ/e9+5b5XHlvl4Rt7vO1vq5CIn14E4xNtQMBx6FKwyzNcrZiRKV39ib/qQ8YekpxrHUcmlc38m3p8H74+De6xsqRJTJTeIqdLqoBQxFNYu13wug5o2LI1gNN4MNBlVsuz0UqLkwhEluXXkweea0WHisW4cufPcMgXDlgt1KElgNchNkCPHIaiVdi46S81S6HOBlMQG2DlTZEPRzt+rQsRbYzSs8RLzNpaYo1gZtUUboQ9ra2SmPnla7fggEd9RFXpwelME9dE7Egjpf9gqBz0VnHzCCk6+d6wWfprSMiZrrZOKcNmm6yt9yJ+vsQrVpMv1+nrFefGRlNLl+0bJ721bE3oEiS/XJHBFO50juc4UDE7JsyUWWdxba4lpPxvW0hNzfiJ4J6idUSWU0jRedRYvorDPx85of5QHxZdi9CA4S20Cq/RWS6qqJsG/905Kid++fcU7RyoZ6yThZrRH2wntJsK8YO2MMQPrTnZU2fHaU2KUF0wtlJxQNhCuN7QN9NE5jhWvPAC1ZrpShGmScXurDDrOzeTSzhGyOhvi8nMNkyEEGRcOJCzTBmjVCQ4MMF9uHEVSj/OiKPVgS5VcNDlVRu1YF5imqxCdu3SgLtcJb2Wo4g2iXmhZnlH+FStGOPkN04vgJ6yUW1JMqGkiHgfKFnlI58IYjnkK2IfFqM667jSMeMrd2QgdFu8nWfAMRVgCMa4EZwV53Du1F3799pXlann+/pNhAkMJi37fN+wS+Odfv2JjRHlHRbFvBYbF+wXvDKl1UB1dd24Xz16kGV1ap+Ui8L+SabkSzIJRwsjqtVH7gfYQS8aUjFsCz3RQh8WGWZzKXb74DA5vwzlqaLQ42Ncdq66U3rl//INr8NiRaCWzP0/h0ATByfyVoaldk7tiPSKxdLCGxz3zP/77O//1//mV2hZa3zBDFmzGNy7TlT3u3O8bby8XwjQzLYGDyOgHYX7BYFA9oLUll51aBpfphTgpsgJnFnIddDUxjOX5XDEtY4wixiTGPD9RW+N+FLAe5TyztfTFEA/RA48yCJNDGytf8lr/OXrR2vK53rHzxN9/HhitsaYA4LQsNveYUUrKc4K/Dnij+bJMbBSUFmDgtgs24hIm+tHo7UmrntzvLC8zr/MN9JBIq1I449i2A6yhtyHj1iPx+Tx4bIXH0XgclT40pcvSu9RKVYVgDKVV7Ci86M7rm+e2vPHr1xcuy4z1mpJ2Wu5sufG5J440eF8LR3N8Ho09Nzg6z62LAMl6UlakWlA9EryXL37VGXHI6bkPRhNVr1FG+linUKu0hh6aoZRYOTsMJW320RqKesZKM8tloVR9fkEa9m1FO4MyDtWU0GJRpL2ePQMZNxkMnXoiQRSP5yp4D+NoLZ1mRvnyNucHZmnglCDf5UUmJVetHMcuRVujLFRJLYZ5kR0nUEuDBsZbUA267JCMVZR6nnIHDDR7LDgTmRbDy5evGA/bj4folzv4sAh+JnUGBtsNbnRq2qm1orWlpEZYZmoubJsobFuR02NtlRR3Xi5vaNVJMaEnf0rXopzQtNgka+0cKUlx0Fpyz8R4cLl+RR7PMqa0Xk6C/YS7YhvWe5Tu1LSeJxwnOKUm7fN5skxBhFSjS0rQhZcTu7LRhkKbmX3fccZiL68c20/a0GADxkQmo3Fa85EPcjS0nKWHohRumnmZAmk4VLb0EXFOMbrnfo+ULrBUZ8CqSqmd2iRt9/omCcRyRLTXOHPKymrFmok9N2zOO3RZ1OXRsIsw/I89o5XDmonSwQyBQRsbqCWz7Z8MDXuudAyld2kZY6RANOR4pxDpz3ZkelOUobFdUiOX6xu1DLbPla49tQ9qSdgxmIIiuM6xPgRcVipDKdY9MTnHfAmk2qAd/PLlhZYHxxE5srilnQv8+PGJCw5vNWogXYHR+Ng6Tk3seyR4LYtQb/nxWNli5svXv7CfaSHrFa0pWob/PH6eM19o+yaa34voZVvccGzEujHiQe0Lr29XWk8Erci9obSjN4UdhmW+8dgPLJ4jdv7X3zb+y/d3wjKTy8ol2HPxp1CuY5Vlngz78YF28hVZawI9qDVijaTZSr5jgkfheax3oRjnStYrMRvSIRfpZZoYCt7fn4RgqPFEgNeKcpaWGnaA1hbvOzVp3qxj0pWiKoaJy7zwiDsKT+mG+/NgGootZqwWEvA9IvPpUsk1sZjB//X1wn/57SsvF8uyTEze4ifPERMpN9ZUuT8rv/9Y+dgTsWqMtmyx4NbB/f0n/p+/0XKVr8YwC6PMaXLcKVnEW0espAqPvZLR5ConDKU0uWSs1ecIQnMxg98ujn/79sq//euv9BpZXi7kkvDBY/QL8TiIsfMaK/ctMk+Zj60AEr09epUvMwyla1IR06AxXtDhStFGkz1DH1A1qsN0qpW9lx1LKcJy00oJmsWoE68uD4UwB7YtYe2gloKiYpUiVaFQz9PCH9rZNhq6QmnnrkQh+JLW0Tb8+dBuWuLEIkqvYoT0hlhP98lQ5+IUSvnf14og6y2fjw9u337jor+wb0+sMrSeWfdVdjBeyAmtKSiCjh+9SFk4HRK39a+0lmUi0A2PLXH78sLHutMyGNNQ1qBMJ6UNbxZ6E0+HRN+r7Ci6FJe11uQiEenPz7sUKdVgW+/UVrnNkqrKOVNjRE1WCqJaSYIuF2oTmm7pg5LyKWCSiG4rO3a64KzY/LQ6iPFAmxk1ZkY/aLWxzBdS3Tlao6GxpZJ7wi1SUmy14udATDs5Zy4XRzoiR3qg1Sy9o5PgXEvkeEaGtigjKmaU5tjvWKUpuYhW2Aegg87UocipEvd4fjA2Sh5oE9BYnvud4QeznnF+YVD4yzeNM7DtndY11zCTjgd7OvDuSi4DHzxWaSsLMjUI1uCtpZQGWOblKpgGLcTZ0SvGX6lk9lyIrVOKwYUFehWVrTZY6+lNc2wHYTLiSygVbwZeOWrqsphHmprz/MJzT9RjxzqPUV3GPVaRS5UlupK8tlKDo2bqnrHG83JZ5ISkZj4ejeUyc7sZ/vqPJ8EHmeuXDaNlXGaNBW25+pm0NrlRUVRjeF87vnnilvhYn+y7JEWkZWx5PjcM8HIJOKVJvVL3iNeKy9crMX5Sc6FV8JdAKwWFWNBikkitU1oWW8gFsR2F0sQ/sG7vLNffcH6iqkZRmlQt9XGw3F7R1pFKpGTHHBYA8vEJTXYTtUNMGY+mG0Wxlv+fqDfplSTJ0uyOzKJqZm9wj8iogdnFQnU3gSZBEFxwy/9PgCsCJLtZrO6qrhwj3N9gpqoyCxdXI7lNwDOe+zNTFbn3+86xTtPKpBXQOGLU1LzRBux74vPzwfXiuThPHVJyywlqGugw0M5gUazeCMEVS1WG0rsgMpRCe08q8jCJVoCMzVp5aXTYc0f1yVPQ/Id/8yO//c2Vrz884xy0msFYiX4OBaXwer0QfeUaHW+Pg9/98uCeO1tKBPfKnhVzKLS19NJggpoNoz3WClivdUilstfKPkRENHoHZSlD4uqcHhqvB3/1Evm7nwJLMGwtoZrh/ZfE28c7rUHtkkwsTXHUJo6NIS3jSxAnuimT7g3f7hvYIFTfDtpZTPCUXBhNxmHByVJ79RanOs5ZlujP9JMwrroS33pVA9UFzpn7ZNs2xjScf3WObZcejHZo7ag94Z1FVbmJG2Uk1ecUvQxqhRgulFpQpsOcxHgjlYfsfoxm9kE6CsMMwQWdOwqtFQ2J1EpzvWIB52BZNO/vhbhGepFDTamFWhKMgDFi+rQ6Mqlo3Smtgw7QGjk3tFJc1itV73zeBZN0uSxYF3C+44PM6nsWovAnHaUmTgkNQAi8id473nn2x4MjJe53SUsZN9BKEPvLEkl5sFwCl/UCUwq0vZ/cst7IuRCXBaWkB+NMY6qK8QNmYU5NnR2nLLN5wegMsZcuZsXQadsv6F4J3gqVoB8Yoxl46gDrF7oyDOUZTGo9mKMD8HH/BlOj0Wx7Yg0Cwey9oeag5gozEqM7LZJdyN4dLtcIUyLXx/Eg5R1tPKWZs3BsTsipJ+Ud7zXPwbF+Ufz4g+HnP98pVjGjZj8KJXVKsRi/Mi2slyuWIYpLQGQ3uWCipCf2lLBWS8JAW67LBRcinx8PTFPkAXpqdJ9YK38B5zSXizBePt930TQunlGlju805KEYw5COncuToY0D6x03exFzHB26lK3uW0LZSNoP+QdRA2Ud13VhMfbkTHWWi8d4T047X3/4Qlyu5JKxVlS4ed9IreH1FTMFMa5UF31mOmj3xNNtQeEotbJvQnb95c+fLFeL8eKJWI3Gn+7q0SdHOljXgDWDUcESmUZSN94aSj1kZOI9GkOMmiMVTNDMTVzJpXe5Wk8rboBuicuVWhTMyfXmqEMTlt+wXv8aH57I+0FpO70pgn5FW0/KG2jPmJrcGrVtbPsbtXmUvlLqRj9hb6WCspEYI/u+YxdF7oN9L2zHJPjA0PIgU7XhNWw18eiKNi2OyaI0BdhzETaVjThjuLcpJ2ylGW1w1M7Vwr/56xeWJfDHj8S3PKgl8/m58+2eyH2SWgPtUUrxsjheouXLLfDTU+LP90ppmntq/PKe+HLduDxHlmWR38UszGlACbq998FxJEqp6Cm+RK21LAfjKoeXUVlU54fF8uW2oI3lc898/8M7j6PwfTt4+yxseXLkTpmDpgwuRAHrlcR1cXy9Rcqx4b3nabUc3dGUBeNOwRgMhngelKK3AU4+H8EprtHhtaYPKdCOoai1S4+oNQRPKKlHlLhf8tDidaj5hCHK6FargFEyy59dNM+jDdTssudcAmnPhOCxXgRloMjlIEZHq42h1MlOEprvGGdrenRaKzh3xpineF2UkdN/2g5arhgv6t7eOku8CNHXaJwVhI52iiMljIXSh/DvukAjMZrWBOFzuzyTjoPWCusapSwpsAG8g9428YRoQy1FXmYhEIM42Wup9JY5jo1Smpj40LQGy3qhtoENnlzg6ldxffRBmzK2m1aKs60VxpQIeKVgrOZyEQX4vRzctztXu7IsPzBaI9WM0xnsivYiqWrToYJmWQf5kGJgHhllNcFemG3glZaU5PYdow2MiBqe3gulJLw+911TKAJbepyMN0cunS1n8cZgMcbx2ITWQBUydCkDVOX6vLLtgyMdTGVwzuDjjeAN66JZoqP0M3XqJNiQ+2CqIIm7iUTOZ8bCPE/qkzYqsw1yLmeev0tOWs+T+6PxIVJbBS3clt4nV++oteKDweqBdYrjSHLioJNbRhukJT0f8kFQWt6UU9I+9b6h5uTx8UHVhqeL57E3MCtGWeYsZ95akh9MRc0S57uujv3xzqyJoRXff96YuWJNlSYyldE6qQyMGSxG01vFOIvzgm0YTk5/ymvqPGFo9pyHovn8PKArUJ1UO85abO8EH1EoGIPhHBiLm5rgFNopvI10NFct8LhSEkNr6piAQ1PRKoKJFALea2bJbI+f2fbK5fqVPi329ApMo9DU83qcmHZhOpl75pxQs9HNldzkgWXPEcqeKlN1yp6Z8yt6wPH4A7fnK7/8Pjlt4iAAACAASURBVFGmkAKi86gJuU1ZqCqF04a87VQER2EVPD+t7PtGPeSUP7Tivm2ENRDWhc/3N6ZSGCMnuafnC9NY/unnD7bU+f65MdJBbp1H1biwcuTK0IPcG85pXh389jXwd18DP109b2ly1M7P7zu//XIlLh11UWg0Mawc6U7NUnqsNZMb7GWy7UKMdcayj446wXCXoHi+WC6LACv/6Xcf7FviOBq5ZkrtfD4KjxFAGyQprimp85kTWgm14O2RWdzkMkULuy6BVGQHUBC2lBQV5cs5muNptdycqEnXYDDIWCm1KfsYA95p+pBls2odmKhxNokb5NxQzuHDSimZMRtjiBFxzwdaaXkh9YEaBuWERebDJPUMfRKcE/dFKxIj1VKLHGow7a9ps06dkzokAdRaZXUie0J7ZmuUVLBDEb1lKrnFODfpbaCtOXsMUw45M4NqlCLhiJyzFNWMAQSAGrwj+iv70fBXkSLVNGhtyndOg9Edo4Uv56yAYHvrlNrpvaGRdGanSllwKGo2TCzpmIyg8GGyfX6iXi70VliipZTK9XID2hmpbvR84K4rR81oKyqH1jReOcKyygM9f8rN9IRejim7Eosk4FpPEoTQkTkmWhmUjvRmUTOxp8zl9kLNBylVRs1o4ziOTG2NH19+hF7lIGqka9RGZbSHMN1MEJLFlM+Ms56eDno4Mf128NgyLgxCuLLnXUCcXvw58aZZbobooNXC5Xqj5gdtCLet5ErJmWA0WIVmYFvrJwZb6u/WaDGLKXMSPC29TrKtrKaT0y5yF+v41absgsFaBZQTRmboTQtwb1llydrB+ZXcC2bILHPIj8Db+11eWEORhsb4KOwgPM56StnwQaKOUWkRm7SMdgajNdt2MFoXrIqxqGixahBnYSuFLWX61MR45Wl1tFTIuRGjJ9iVe9sZKJTx2BC43++nJU6uuVNVoZo20H5B6ROgMgdOn9dhf2HoyNvjE9sOWJ+gOumNqEGzhVYa2/tOvL7w+VlgLGidxEB3VFJuWDMos6OV5XKZtPrg6fITc3a8MdS6Ybhy//yGd0EIrnVHDdGkllJZF1niDheoHe77gVKrLPqMp1XL/eMbl2iJlyhz9zboRXSwrU6cCyxL5NvP33DKYM0iwp4p44rcGu/bJzpcMH1gtIw4xxAxk5rSbC69c7tdQME//tc3PpKkfl694vX1Ga0Nv3s/+Dw6ShtSzuAcyq+8Hxuf//xGPlb+h//2N/zk4du+89h23rfCy2tkMomrRasTbaElldOmJjdNLpPSJs9XKVSl9IZR8OUWeb1Iqz3XwpEzx/3O6hV/+0MgLhders/8n//lG//b//vz6STXGB/oYxCtZnWePReGMtzTwb4fhGDRRtJ8IubpcO4HtXOo0XiOhh/i4HlReAfRS3IqH42ZFM5E9lahdbRx6DExWp8vjy4vQ++xyqJ9oLSEMqJgrb2yBk8qmdoqug/M9Ewr+4y5Z5zVhOiYWLTWpCTeiNYqiknJFW3MX4CKSim0mmjVMHBSYgVvooxBG4WwXGQ/mYf0TcSSOLHa0nuBIWmzGANHOshpnvTksyA6TgQMgzE+qVYSdy9fn3ncP8S/YRX3xwOlLc7Jn/Oqi5RqZry/4INm9IVeNdv9kzEUSklazBmJ4aciCbrJZLRKf3vn68tNtNrHneenLwKBtaBME2TJrDy/PlGqCMa8ulBooKxgXEZnaiuQ1gFKT7y9CfqdO61p2hg4lKTN2mC9eHmeFDDK8nhsBLdgVKBrw7ZtQOD15Sc6g+/f35k9U8rOrJVRKs03MIHSFKV09sdBXJ5wzqKsxyrD/bGhp8NoYQvWNrHG4bwQq50HHxRjVmqVw6R1Cmuu9LMIaTVc1oC2ciPetgdWW+hpMNrAenMinqH3QQzhL9wYhZb5fu5yvVIDPcE5R3COj/0uETZj2B6ZWsCeEqPgFDuDVgshyFJ6WRaWxdP6RhuTXI3sW0LE2shsE++E2b91hbaa69UzW5EmaWsco1HKIG2J2205b0WB74/9hAjC6AplHWYaWuv0JvBE76O0hydMG6mzsB8bqh/UCgpNbQL6C4tFLZ7eCqmenmwjq1NGI2Dl6u8awYnFbBoIy5WjJZqSBWCpm3xga2V0I/nyLreXnKuQascuJysTUQjOWfYlGj0VOSfQD5QLtH6gu/RtoreCyDeOlB6s12esj/Q6aE20wg3FGq+oeRCtLFgvt4i/RNrRMEZxZNGo1rLLDkdB6/K/NaXRRg4O397eGNNSjgNnIwqJexstkpwfnp84zodYq4qPnClNc1s9P9wUf/dl5YenJz7uB98+79zPW+U0UOcgf77zd883zGL4zJ1//v0b/+HvfyTYCz/fBU4oqByN94F83DE6MlWTdnudpDaoAzmo9BOH4TXPF8vX55VZE8fjjtEWr+Hf/faF/+avfsCvBu813lj+5c/feQ0RZRRvqdHU5J7ufF0tUV9paoh5z3lGzYI0L0OAe3biR8PqyeuysDjF1VteFs1qFU83L0knxFikp6N12Mtg/qqq1ZbaDgZakOVDox2UNs5xlqV1JWGP3DA6oM4b+yVeqDlR6jnTLx2G6H6ZmtoaOEuuhVt4Oh0dJ+9MQGX00VAnClyNKQiVk4rb2sCeit2C6Iedv0HvZ3LMYq3nqINaByE4lA70rjAqsC6alAu5bLhwOZvoD5YlME7k+WwHP/8xCdp/GI6cJbIOlCymzaoaL6/PtKrQRqF+ddEPhfeWdmRqy9IbmVNwOMGQUxJ0vJcxfm0D7+TQeqSDJYq91BrHngUnpPLEKgUdqh4YHzHWUktjXW7iYM8PZi2Y5YqLC6MltPeUkggh4o0/mVmVcVYSnm5P9JnoY544m3picBzWaLa00eoHrVX07Dw+N27Xha6N3LJao5tAbXC9PBF8QPWCZqKMHHiNl5+/lJ0+K0rJjaXUB/qMg2slLxgQ0vPogsFRdHHQnMQGrQzWr1hrTmHLVHij0FpamL11Jp3gF6y1WKswOB75wDhzsutld3K/P+ij88MPL2z7gzkMt9sFZQbG9hOl7HjkXUp73uGdEHonghmudUqUz05uQSRVTsupL4RIH0V863FBBeG/tCrlrevi+NzuKKSBrq0RH4S1mAaj9RPPMigdam9yKp6T2jNjKu57Q9urLAy1BzUJMeKc4O2PQ0BurTeMFRyy94ExkQIbhlw6I1WWGFhsh3ZnlAbWY9zEWEVrXSyFU1NHotVM3jvWXcinS9saS66JkpVkzVWXJW4thGWljUHZG7r8Ua7p2hJ0hB4I/sJ937nf7+igKeXBqAW04B5SKjw+34lhYSsT9OT1x1d++Zc/M9WkDvFitDYoo7N6j7EDjEID+5FIx0QZR+uNaR1oLV2NMfjti+NqHe9p8PvviapgTztoyZL/9mvk3/5m4euXG7oNgrJcguWzQUDm27l0vjxf+OEpko6GVZZHH/zp/cE//JsvHHVHq4lCymJTI9ich6K0gXaRxk5h0piMKSywI2Wcga+3lWgnOVd+83xljfDTb574zU8vhHWltyHQwXzwfLEoVdB+4auTGfrfhsDrbeHbPkheMcg8Wct6CwTr2feEcZbLElAdnq6BNUaimXx9jjgDnP0MayUWeb+Lrte6iZsdWzveWPbS8MHTyxAXBzJa1MqAtZQurXUhHAuDqbXOvmdmU3IKDp42JUnZej/Lk502Gs4bnHMcx4YZnY5856xxtNnoreC1lN/mhKkMqRSsM1xvN8GO1ymodSUMrdo6GgtD8fb+gfGy+NVDni0pSzFQndpcpSelFMGDW/l5JopeB0NLqs0YL96MoehTTvcxKim9Ns/3D8O6RLZ9ZwnPTDQ5F0HxW0frVQI4acc5f9KnRRXNUGjtSanxeBy4X0MEeZefG8ueByFZlqq4Pq3gF9oAU0+GoBNwaDruaG0w3mOdI7eDmjb2WjDWi652NJblgrFGburW8/bxyfX2hEri+BhN452XMWgpQELNitMZoyZOX1AYUB2jA60njIrM8UA7uQ2WtLNeVzpT9p65YswkRkfJ+iRhS9dPm0DLnaIGrTbislBrp/aEQsJHvQ/6rBg9Zc9YJlaNwagSIxs0uSUYoYH2Xhk9goXSGtfV0sdkv++8vj5RasNa2Y0YY9iPg9GErKvNwEfNGi3l2GFocm5CaJ1Sntq2jTESyizoYVBN83y98th+xuiGNisaRS6Z6CyqTrqF+z2xPSTud32+8vFtZ0xHKQUfFJd1IR93Ru2E5YXXywu//6//SB+VERd89Lw/7txuN4xeSJ87czrmVPjgYYqPwXrATJyLqP1XCY+knZRWjCasJusUH9uGsZ7Varb9jlkX2HZsCAL5m9KwzaWxrJbt7ZOblhLe86vhGIVSBZ+eW6a0TuuKnja+1zvWXjHO0/POGBvf/vQHfH9wfX7loNFm44VO0dLs7n1Q7wejVyYBYyMzV/qouOhJZcfalTw3vNdcn67SA3By4hnOcWwHey5Yo3DKyINBGYzTtAEuLmjn+Ph8EC8Xbt7y268Xvjx5tjx5vXm+bYU9VbyaPF0c0TReLo6vz5HZJ5tp/P1fPfPz//1HbIgEB9Z0fnPT3NMblMRPv/nCZXHcFnh+juQcuV4ibgmE2w0XDW3/RGsZSz62esYbHc4qfCzkJkmnS4gEp3haNOvzM9cQeXoyvHwVsqoxwgDqfdJ649///Rd+98snf/zecGZwCRanFo42WOzk+hRYo2W10qOKbuUzTKyF15vlh9cvLN6ilOwTxepXsS6QcmYqRfQrtSvyftDPUMjs7UziyC1LK1nGavTpSoeaE9rYvyDXjXKMnpjT4JyiTrFZ7jkxhhJ2mpvs+4Z2Fu89NUufo8/KmI1gHSN35qhMOlbLTkkkVbIPGVNoz/shUM5SK10Z6jAcm7y45mhoLagTARyWk70le4DVS/LHOifx/zE49oOwWN7eZJphjCeX0zA5Aq0JvkY6a4qSB2N6wFGrIxuNNVIKFgSL53PLgDTInY94v3AcB1obuRGpgfNSvJtKsR+VYC39WVJnc2pK76zKcxyWcHMS9MAJQYDO1JM+C0c+OOqG6oPr7QmrBxV4lH72OQy5Vno9AMM4MTfOG1wQoVXZPzBOkqLGGr69/UIMAd0Vi3+mju9oZwQM2y3WSFDn69cf+dN7hdmoqZF7hS7k3FwbOVVak7L2sSeMlbGydZZS+nlzmzLe6oOojNzeVSFEKKVTe0GfcWmjA4qJLV0W5vovpSxp9s4xz3RWP9uOgVSyxH2dR2EwBmllIqmLz3umtYkPljYL64BZp7TO64Fz8iacozFHo/WJMQFrNUfaCMuFdGxcnl5QbUdpK/6E/c7l9UeMs9wfiU7Dm8hsmd//6Ru1Wr58/cocH3Jyao1SE7NqLrcrNqwMt6C7RmkrpEng/rlhjKP2jj+FTyUXlB702knHhomBy+WKtpPHkfDBo6ectKxXNBqPe2LQuQXHY/tg5IKrL9iLY47Bnt9YTKAWzUBh/ERbaUsvi+LrF4O2jh9fAm00GOARRhMajIk4G2g545eBn512T/z5yPD+B9K2Edcv/M//vaeQ+fx4oMyFj5TRs3ONBgMMpSXLMzVzTJxDSp068adSOFJn1DM1UiqqgzOKKR+V83eGYD3mxCkrOG4gP3ZuPzxBHwwm19Vyic883w9+fjt4vix8efYYGl9fnhg9oaxheVr5h79ujPbKH98fPF+v3C6ep+uFz49PjHnh+fnCJVouV48NVlhcWoGZEhrIE4igxGTYawc1uC4LuR44Z9FzEp1FIz0LqwPrKrFm7z0h3ISDFSTem5Mi3i4sF8f/+r/8e/7jP/5CzgW/LJjZaVOSTnGNTKPYU2d7FObQfHm+comaSwzcLoHrGhij4ayitoQPDjUrXk+GdtKmbuJB+fV05b2l9IHHUVLFWY1vg6MMUFqSQqXSabi48PL6hfv7O8yBGorggoirtDlLgXKy937lkc9lu1wpGK1hjWHMIEgc5IUFZ9lPSzvdni+LMbq4f2qja8BIWVeG3VO8Fdag9cRMfS5qJWE4XPjLCPyyLJSacCbQlGG9RKwNgtZQk5wz2lgh6T4StUsxr/fKHHKjQDlGt0zd2LeKt4reGvX4pA9FXL7C1FwWR2uVXAqXy+U0Ghack/7NGE2W1R1CdPQhI3ilJlopUim41aKdRw2YNTOtwvpALQ10Y7IzVGZZr3h/ofSN1CrKONyU0qTSMq7GBGafGG1PDlliGINfFrZtwzlPLYXL+syyXPn4/kc+tzeeL4E2ujAEm+HYhF31eb9zbF3Q9b3RUfRh2FKXl1ab5JQpBaF5sLPGJ0HLYPHWMUZhTEm69QG9dAFXIhy00QY2WFElT3tSxX0gH0lmlIsFZITSTj5LDIL37W0w3SSlxG2JXLzD+IWMECZbP70eamKNLOODt3iveewF4xxPPnIcB1++PGON570UlmUll8Tz84X7R8ZbixqTMsShPuZgjoEPnlwnGM919ZjZyA+opaNt5On5hVkLqSRKO85TXeHt+5/59v0X5uh4J05slOSonY+UfBCMwXpE8qIV71sh1U7Jg5ml+d6q0G9bqayrJwTN/f5BKe0sSjlgUJUmXK8sz1dc8JQuGPhaJ49HozXF29sHKWWs6fy7v7nw3/3DTywvPzIRzMXoO2PPBHWjdoWenX17w6nG+y8Pxlb4eHvn+9t3pqm8vjzzT//l9/ztX3/BBcPH5yevPyzMDo898cPtB6JbKCrRpyd/7qzrguoTtSwcHzufHwlNIKeNl+srj/QOdNYYmbNirGIbhnve6dMSlwVtNft+MJR8AL0Vvz1qpdNZ1hW7Fa5LxBpxPTxfryw3eZANpTFaMAt/92//nq1Iiz8/Drbt4GKvDA3LEjFmUloj33dAGsMhaHrNEpkOC4OBsQHjZfnsgyz9jiMz+4TR0EbTh5J/ZxR+WRhq8P2XDy6XICKrUrDaoYdmzMCXL5b/6X/8Gx4fD5SxzGnIdbJvD/F6HINSJSUFE+/kcCXJoonSsoCMwQk6ezX0dt40xqAU2ecw5MRvjKH0hraOkhNtCOa9jn6ODrvcRqxlWS5MZUn7IX82RllflCF9CSCsq/RLpiBiapFleUX2mWOOM+asRF2qNJ0GVuGw1Cq3j30/0FZOvWNMfIh4rzn2jNOGy3UhHYk9ZzlkKkVO8tmZvYNFfCZnsbfWIuXJIf0NpqKeDy3REEuHrLWCD5pljYJ0mYJKsWestzEobZOHpvKUrXGJi4R1dKLkDlPjvWNOKQKH4BldMSmE+Cv+f7IuT+etz9JLxQdp27du0CZwlMrqHVMNor/I+NAM1Hn49H7ler1Qy07pHbTDOahJ9h/GG3o3tMbZqpddB2cqtZWK8ytLWMmp0JXm+8eHpOX0wjFEXmXtoHVFWDy9T0aHxWtGF/mbchaC7DLsNJRtI4QoFGKlMc7hvKc38Zik42CNmjwFA2+NFHvTniSsYdVfMDUiKlOk/Y6FUyDkF3qf0l6c6ux0wJxa5vb2dJUbOWPY6NhrpjaFuy2oObE00EIojU5sfBkjS802aKVyu0iEbS+S5pKMd6C3gjUV5xRGa/z6he1+R8/B5fZ0VvxXUm9odaWVd1LesFqhqOyPD+IS6FOEKq3M84akSaWzRs/rbWXf7rRR0UbhrIKT0W+8QlvH/fsn758bUwlKxCp3frg7Vmv5RevJvn0yR2G1jsu6ksqDlDO5D8I1UEaCguxYNPRcBI/ch+wXSoUAX3544eX1C9lr8j4oGXpvtNJgFhgZxYYPnrJtjNz4z//8R/782NGqcQ0Kp+XD9H/8X//I3/z0ylYKryPT8+DjY+B/q7C60c1g3ztDWxiZ6xq5t8Lb26d8YWphiYFaD7xzzOEwytFqprVMaVX+rbSVvk4fkjBymqc14q3CrQsxXLleLd++f6cMKbC9fLlyW4yMx6YWjppSeOOpebKXB5+PO9t940iSSKujE6KnoXEWRq9YG4iL3EKsDyjvUdpy5F3Q81YLu8w4+jjwRuOvF1ky1oxzmtnn2XrXwqQaFQfUo+FXjQueWQtqFlqb/78NbsgLsqtKmZbc4b4dYB2lFsYAowNzdJQyIndSijwHMVq0ncy8Y9QTOM2Yjd5lL2CUFMO0Et1t7V2SgVoz1aAjtz5lDbMVrDIUZKwwR8c6y6MkbtcrrRzU3tBGUnq1FCaGVDooQ7BOHugMibsacaJzIsRHr/IcGJNh5GcAcNbSz4CNce4ELo6/xNhbKTw93TBWy/+vNhTV6GfMNt5Wgvfkkqip0Tt4pdBuMpo8tIz2DLoUIw0MKnFxhGiptcm+xUqT/ddghDGDi5XvaZtQcjkXwganFGMWId7qgTLyZ5VShHCjt0ItosL1XtO7klGag9vF431ADJ+B7ZDuWL+uKKU5ckVry1AwRsPYiLUXZjO02uhakE0lJ7SCIx+YrjEqoNFYH3Hqgsk7qIlznpY3vPVobSRsMwo0ifG6MBhoMOEEqXoJMDTBBWndUVM0tqUMSUgxqX3inCM3sTcyO4YhmP/ZzoPPOEe+gbInam3MPlhjIG2bTCdGxQfP0IapOsqBdWpKz6IPOnJK9M5RaTw9PeFcBApKK2qVpug0iqEVZYjXO+eNGK3w9rvQWnvduT0/iRYTRdoOwol3/nwUtJp8eX3BuMHlEnncd4wt5Nros1PrGzBxqyEsF3EK60DwkgpaLjdZRumFVjut7NzPlNPT+sQg4c8PTdcVh/ycPlqYmtE6QWk+8s60BguUDX75XhhDZpAKg5qOlCc5i91uiYZaDdZGrJYblzECmWt9MpUkLEZtHDMTnGX/fCdehN11HA0WJQBE67FuZWuF963x/v2T6+WF2jNOezm1142gLC0ffPyyM+dkb4PcKhdvuETL+2fiyIk//dw48mRZHcdzJeeD2rUIrcwpckLT52CqgQqOLRV+97s/EfxKLqcZr3YuRvwQpchC9J4zR++0BtYWjgb6TK8wJ2ZUOSXRTzaa5vkp4l3n+73R8kFWjoKizUFrBaNgmwdpr9TSeL/vfHwKZyrVgvOOVyezaGsD01gua2C9LDg7ZPyYEtYHGEImYDY4sRNMhJeWK3MMSdp08XtPpWnn37XXQuqDuERm9eLSUAo1O7k2rPGUJF7sNib3LZ36W2goytaow1LRrNZg3cRbh2aircFokTz1dvKkakFbj3Ny0mbKbSQ4R63yuwXBaWgkw586EgyZiolBuyCI9gl9Th4pgZJFae8IZ6smkS8ZQ6syIouXSNYV5z1LMNz3nVrBBwd6QIGJYvSGUUZGmTiWZaHVTC8SlTfGUvOBVgqnPX02ai305igpMRX0nuldyWfEipBqP6ocUBEda6tT0PcImWJoSUX12dFaEa3GRwPaEKMlFtnNyMl5nAgbIzHhk+u3LovospWRk/mysm13cp5Y74nWyRjsHEUzLbXuLD5QysE+C5/bBGNZr9CraISP0Xm+PVObwkZLn6KVmMqAvZJT5bp8xdhI6R+oWaDvLHGhFkHnWK1F8DUnWMhjnnZGcdIrE9hzZaYHhiI6hlok2TUMyhg+7xvLciXnzLJEfAjsh7DaBnKIstpJb2h2Wk60Br0qrHXUMQl2xVrDftxZ4oJ3K31AKpk5Ou9vv+C9BANm78Sw0KTfjZpQ8s4ab9g5pEU+ulxtgg/iVu4T7w0p7xx7Jq4Lzk70VCzrlVoH0WjGnDjDOY801NJFXDMqYXGoKVKldYnkWtA6co035BhgyGkn7Ru5Do6qyKnz+mxp9ZPrbcHHQGuJNDLxEgg+YK3leHxgzMoYlrh6UjrorXK7LLjRcBdPygetFilklU6IYsn79n5wlMEapMPSgdYav3zfGCPgXGQ/KtHLafLxcZfZd7DYaEj5QFctJ0YzGWPHe4Mek2g7Pd8pyzMq78ymWJYVZ2TEE5yl5F1y4t0wreP93vh//vUTZyY+bEIEaLsIfmIn3xt/+OWNj10WrWOIEdBiyQX2s+lb2uD9I6O1437/4Dgx+r1W+lz4eCS8v+BMQKPoTfGf/9O/nuwk6fa0Nrksnpky6kT6d0lEivqWyTyvsHGJlJIoRRo9V694uQRy3gj+GatFbfrlKmW2Nit17xwlY7Xh2A5SFlZPrp1v3z5JuZObyHyulwu364IzleCFhhycFrS/C7QmRrtep9BJcyYdG2i4XSKP44OjZGG4nXw2ez5svJW4K9MQTx98n1JU66MzeyWnA+UjtWRG7+xVuFHWelqT20dpTRzSXaGMY108TxfDLXou0YuD3Ax80NTSWd3CdJZcB9pYJvJi18bQeqVVScGNrs8SmxyYQvQCZlSWNgq0ScsF67z8PDVhjZBVvfs1GddP6KFhWaMYNltmAI9aKM2grGX2xp4OQggEt5KRyCsNGYFYfTK3pCOmzjZ8V/ovXZHWGrU3Ph/vlDbxzmOMFraV0ZQ86D2fY6tAa108PkOc9VNrgRUaI9oCLT0Upzt6VDrhfMDK2K0UUUkYHfDOksYuSSttaFUQMzEG6ZacSSlrPUrJ7ehXiZVzshsZvZFyAZVF6GQctcDohnCOw0PwpxtDehKlV7z2dMRhM7r8Oxzlzp7vRG/QE9L2wJw4KNUlCquY3O8f2GWlZIkAa2WpNXHUjSUITaL1IhbDsDDVYN934rKynC4gjef+8YlRA43BrYG2J7SRyDMj04Ys8TuKVirx8oIyltalnV/LIB3v3J4uuOhZL6+0Viht0vJgvdw4UkNp+Q6pYTAYYSXmNkil4azBGiHlGmPBD7bjDkNjnCUunhiMLK+0zCsva5QvG5OSDkYX9MHUirQV0r6hlKe1TowR6yxhveB8YNaKUVDR0hRWjo6XfUHvhGWltEzdxBam3ES5A+sXjvSQEp/RfNy/c3VfqCkxemOJkZ4HtSv2pvH2Kk5w5AT62DOpFGF+9YYPjtoHi4t8f8+0Lij3UivGGC7rDYrsdyZIm3hqZimA4SgFszjStvG09WS2MwAAIABJREFUerzr4MJf/PJ9dFQXEOISAp+fmbIXerP0LnPWe7U8PjtPTwYzoLdGOhyXoDjeHhyPBirwef849bgJ3cA4RW5S5lwD7L9SXkvh+9sn94dG2UkvCppnqgAziu7TWf7T//4fOd7e+eHrK/dt56iDgXg0lJIs/0Th44pRnVqq/L0Qntf22JhzEPyCZ+B0I9rBy+3C5RrQqnN5eibtHaUn257Y6iYY8NLY94NHbqQsi+OaG8EbXl4uRG9YAuhZWELgxx+/0ptoaJlSfhXXOyjt0ATm3Ilxgc9Ca4nZCyUVQlxQDJbozt/jQnRGCKROERaDNVdaHYwOKVVaHZQmiI92IuaHkR1h2x5C/K0daw2XxRKt5uvLEy+vUjTVYxC9pQP2xGCv0aGwjKlpKZGOKhFjJbP/VkS9WushXCMlJ0JrInuVUUNuWXA3ShKLc0z6mIS4knORBe2Uh9TU4KPDxUBpGdUhlQO/LOhpmVr4ZrVWEQdN2I+daQxtcvYdBMII8tnyDjpiodRG+HRzgq6aj7eN27Mg4Vtr5wNczOStDHrX1KalazAmg4H1GtU7fWSs9gK5dA6m4Oc7itoFTV7TAIzcMpEuV06ddEyMXWk9Y42h18yoBUVAtLhF4vZKiBpGa1CdQRG3jwtYL9WBOSAqw+gNbBMTIlDTAxc8YwhFtx8Dv0RqFxq2Qp0qgCT9uDEpR5Ikm3Es64WUHjhj0EZzHIVeG23soBwhCBsNc77cpiHXQQwyVuq1o8nU0bB4iWkz2bcdrQMhGnKRHZjrFYehdUstWozNIodhzIE3ltL6icJS3Ped6+VJJHJyHSbGhfSx0/F0BVMVYpBdsJqDPge1yyucPjtBG6y1ki6y0lScTfF0uzFHp6XMnjvPrytGTWqpPKZ4kec0OLvQziLMfsgp+nHfCTFgzJXPxydPr88MHVHaotSO9ZqWHaU3np6fafdPTNA4L6yrz/t3tn1jXVZCcBgtNMrg5TtizKSMwv3YSXmXMdqU0svxvpFGZ15ehUraDn7+9sAGj18WFm3Aao79cX7oJhZNapmp5Is3p5jLjHPEJcLozC44cucMpUKrk30MvDGUNlDGseeCR3DYWk2CF9vdkaq4Hoac2sZsQONjKzy2xufjwdVX/uqnH0iPwjoVf/r5k6MPEkrQ0gX2UrBdM8PkmAPnAs9GkmNzQKuDt4/E45gYNfl4OJbrg5Zgas1Qin/9w5/58+9+z8vzE63IeENZRasZNUVcZK1mdFFgutYoDeiC2qitoZ2XU3SfLM5grTwsn7/cOFrlulqMXVivgd7vXC6GepP57r4ffK2Rz63Sm2Lf7vQfXvHRE6fHRo/2mnXxLKsjRAfDUkrC+Rsf398xw9CPwfQKi8I4ebh4azDe4azntophz5jz5GwNa4hEP9F0YjxBgFFuNC1XgvPkohndknKmXzSlyF4o586cEe8l9huixxqIQbPEBe0MY05mrVgFY8oXVxFoI0lwQBlqLswxmUO+sJJ6tJQuPnTrjPjejWM/EnWeo9cpfhurBkoJEWACo0HKifVygV4lzWe07EBGB+UwyuKdFQRRK0wtgReFopZGiIbL08LnlpizMYc+exQeZeQWYrXssFqrpCMT1yAjTKMIp0/EWkdvjc/7g6m1jL66NM2NtcyuGL3Kv5VC/ltTnQksmWgEH8QiGDR0WborhRwmlXzXSj5Ep+0s6rwJheCIwTJNloBCrpIomjBHk3ZxC7JDc1rCC4Bo0ic+rIxWyG2jtZ0tbVjdSXlSRubL8zMLhlwT8Rpp/YHrEn9V05DShlcDMyZ7PiTGj2Y2UHNSW2d/PBhT+jkpZdosjLLy8fGG9YbVKUpKBGMxSthd2q6k+4H3LzjtaClTaubiLH10HkfGxxsfb99w3jF7pbZCn46hFMYHZlMEq+itsF5eya2w5yQjzybdtnjusmqqxBB4tDttqNPf0pl98Nh2rIuQG1apKVctBWMMaZb7yLEnrPEscWHb3tmPB7fbFbCkVAVaNxq1VEJYsFFjrSOlwsvTC/mxg7UofRVomY/s28Ezv2IeJr+8PUBfCOuNMYW1MidEBynv5HywrBdaL+IZbh3tFvowJ/K544Kl9kQbjTksx565xUCuhTYtM08YFj29LMlQpPtBs574/MzL08T2zB/umaMUuea1fCJKDIPM4leO/UAMlRnvLVtKouR1oqC0zpFQzD5QOtCqqIInA+sbsySOUmlDM7RBgShL++Dbz3f+/PM3auus5uDJWW5+0A7YUmNrnaoMMTrSlikZXPRgFK0MQpTTTS6JuETZMVSREnll2PZGR8pxte6kkvjjP/8LP/31CzVX0laZ/x9R77Yky3ElWS67u0dEZh5cSBZlZB5G5kf5qTNT3V3dVSRwTmaEu9t9HtSAJl8gAghwIjPcbdtW1aVGD2RAls18FGyQp77VLJZPrbQ/krwhIrb1pBZVIo+WGB5ev/2L7f0db2Q+CKFTysQEx8djp7fG/aeNch38JBQAz+eyhttAOQ7efv7gqpmUkgJVs2OD5XgWhrFst0irB7ePb1zzopyn+qKrOuXrcbCHhKXTrdYwc7mczDTsO8Rw4/G4EePEWbDGsydPDJNcKmB1u7FdHQrT83xd3B/31WGtidRasw5vA1NlRB0j4q9xjK5ioFo6rV0431T+s+poW+/U3iljUHv7MzPQsm6euV4Y56APvFWrnVsIEf0fog9kV9QfMmWDNRPVLe+WnCvRaGiie4xxWjtZQ86F4P9Ib09uexQBeHbGsmU7Z0USdoabV1+P9Y42LTF68vOkXBXrFDpmWHpzDFYcwPYV/uwYLNsWqaOyUMpqGfRzDWnnak90TNwaQtV8+gevq/2AMj23W8IYo5KjYZg9cl4XxkK/Gt4nMJ6ei5yXwVPbBdZhmvszcFgKxBjVJVQurLq3+PH1IoXAmSFZz/cfBTsD2x55vVQ6Zk3DeqSZwiJ2FJiDOjNvjxtmdF4/nry//0rwmef5xbQ6KNPs/Otf/5OrFHZzo12CaGJgssF0lNJhOKxJdOshGnarw2DYyvvbB5+fP3TDLbJRtw4xbJRSMc5o8HDqy8lZphgzBh+3G1c+2YJnNlQmNSHMiWVgumoo5jQqtQuR7fagTYP79ZfHP1pv63SfPN5vHOeL0hohCVMyjeXt423ZUjtHvri/v3O7veGcwQXDoCqoZDyjQauNGBWcqaNQ8kHE8u3b23JfGby7MYynL3vldZzcYuR+DzQaX8dJihEzOtHC7B3vkzAr204pmeM68MZhTFjrlo3rKJyvE8KuThIL+0POoZKFDhgYPp9P7htsMfDf/utLYnwV/ho6cQvyPxvoyyGDkfXyx48X+3Zbe1tI207rc3ViS1B/Pi9y7YTFJiptUgr0IYBjdJZ/+/XG//jPLz4/q7g04+Jv3zxuVP6///ZPjqqypitnWq2UDKUZRlc7ZNzvhGgoV6Fjcau2ck5Lvk5mn/SeefvYVJJD4LffnrTnD8zQgdCm4cidFBRmMtOo5a+31UXgcCEyyDQ6bRhC2rDOk3PFWsd77Pxfv+y8PwL7Y8fGzq9/e5OVtHW2212aSHDY9CCkD/WpxMCYg22/E2LABs/jpzfi5vAxMNok7Xd675TjxaydaSJvj3fmbBA9LtyIMXFdB8dVufJkNKhzFR8Fi7cOvxohgzO8vzmSC0Tvlf4OER8SMVke7z8R0o06Cm8fH7x/vJFuO9vbN2675/3jnRi9VhpUaBDTAzsbzsmo8IfVtTf56Gu5pK80YSpqbepIr/XPuoJ8Vg5hkqmtc56Xpte1NqxjUGsBZ5jWUbvaEUfXi76PQdyEARpjrtDuYI7O4/HAAKVm1TUsxlWIahfEGtKWeD4PDYd14I1MMsE7cqkE73HOsqVEqVW96EO4jd4G0Ttutw3rNPF7J2v7vkVBVr2XvTqGdRNShWr0gdHUCOqd8D59Sg8xJsh40IrWqrMzkM6Kmex7IAbhRJiQS6PNjp1DeRPrMTbgg6e3ym3f9O9CL9Q+BCkdQ8QC75a2uSoXapvqRrGyvhoGZz4JHvabmlYnni0kZj0p/VTGhEnLneCibPjHwZZ2YWTCABTIbH1QzpNpDXN4fjwzzMC+7YzRKDXjo2fOytv7T7TZuKpkhBQ37NTmwRihXQyGkHbOIk5ZHxPM4HodWKPMWx/CodB1Y4shEoLs1Co9c1hvgUHwAef0LsnHBUN5oA7MueN+/eXjHzVnWWdjwFkDQ6fox9sNi1XvQuv0JVLt+4377Uarhd4Lk6pOb4ymPCO8du8ZY5SSHRPe3j70AQDrArlUWkc7yl5wbvB2D5znIey2U7q2lUyK6hlxMZGvQr5OzjNz5pXnKIVtuxF8IL9+Y7bM27c7YxScm/RReL1OzueLPhAiIL9IYaO0wD8/D/meLwlr3ju2fcOhlcH9JhfV6/kUw6az9IAhYXPlAM7j4nleTKvbTu96OTGdViJXpw/DaAbT4fEe+Nd3CanGTGo+ed9VEPSf//UJxuLXfnXUSWuTcwlxW3Aq02HohjCNsgW1k6+M9wFrPNY2aRLT06rnv//7f/DXn94UAKwTYxLWyKnTWqNX1a9WDNPfZKMNgdlEAq0Dzlzoc6orxnoeofN//7Lx07eNt/c3goVWsqaWUphGVsJBX+iNglk8ppR2TfBzqAAsblol9IYdME3WX0+rlUjrpKCD2MeN222jtUq7LnKu1G6pZTCdVQPg1O/G2UGKDih8e7+xRwm33ge8DdzfRHQ1zhOsIfnA9rhhnTrorTO6Cc2K83emS5gm/1BtQ4VRrcvFNOQUKqcm0VIuclEfu7Aj+t6XOlTnWjuldL4uWZBzblylSwOYZvVhiwfTh8X7nWEdy+xL3BIuBn4cL4IPWGcZhj8PiLe3D2bXDeePHEQuC3iIeE/lrMw2ZRlugz1ttLWuNIuwW8qFcSrl0svGrOpdPWf3WyQkZROMFTNr30S2uGqlY9nStrDj6pR3OBhWK7pusC4wpgKrMcb1jCnYN4Y+cQgbKUbmKoACw5hDKXUqznaYXT/vIQyPNbqp9TH0z4+O9bpdWROorenZHoPBIG03zIwKFFJoo+FWd8vbLfD2iMyx2FFzMEemdGE/RtdAZqZiEt9++RkT1K1+5RctX4S4y/XEIMVNHcb2xuiDsLIzBpGSY9DefmLwKWq17AO1K0v3PF/UOTA+cZ0N55IMSKXJ4usDvYnx9/Z+F5PLJ1Ly9NplEbeGGMOiEsjFdh4HvVdex5ektWlwPtDHZAyH701p1OgCyQei84Tomb3QayY93vk6DoyFj48HbQjIdny9wEy+/fzBmJVeG8/PH8RgeP/2M+/vd/71+w+O88A6dZYf58W+b/QOz/NcYSR1EMR7wjs4joNcCn7bmL1zHgVvJj4kcu38/l8/CEHI4vPs3B4/47zlvH7n/fHBbJXSTn7+9a/0CAmRLz+fB/ksjNoIW6TmQimT//jP3/n1L7Ks1j7Z7w88c53olc11gnOc55cevLhpVbQ5zDSUogeyVaEgcs6aArvomsNNapW3PsaItbrJGKOd/f/658nv30+J1Hlgauf7b5P2eglYZoICXDFRx8Wcg9t9J1+Daf0KWTqch/o6YUiID9ay3R6Uq2Doqqttlv/8X//k/PqE9195vTJnPunDkcJtwdtU79qGpZnV4dAvclMfRRP8C2flXmK5qQZQrosx3/HBiXU0Pb1ezGkEd8PiQxJz63quYqMdaz0zWlo7SGlTAMskrD2xcTAIpACv/IXf3ujjSfCyZHoPNZ/4xWGy1tLqhVCXwpHfb2+M1ujtIvhE8jdynmxBfpgtBoz3+C3incO5wHHITJDm4KovDS/eEuINa0V3dnNSW2bUQbrdoXVGRoaAKpxK2CLlvGi1Yayjl0YrVT3nfZJr43XJrFD7YK51RZuGYRylTnIVxLD2zjSB2jLbXbWjftmtr+skhsgjbKLuzsEsQ06mEDgvNd+xMELSZialZLZt4zxfeKt1VEV9NnMo7DaGbgZmarDktq/BUQcN3mJwWOsxxosYPCElTx2FWivTOPb9G8ZEEYadYeRDjkS30u5m4UOsgosp+D8PtxAjo0+sjczZqLkxp2d0izGDMZXXKbViqEQ/Oc+T0SMheuoQfPKqclOBoQ/LmdWY6N3EB9GOa5vQB87DfX+oYmEYgvfse8BZhaxrlctxMunO4ppYZM450i1QL91+n6+XNBIfaa2t4KAR9WEGtseDaDzn+TuGyP1+p16fazDsbPc7Zg5Gv2gjCBKZIh5Lx2G64dvjG9+/vtPawOEJIfL9+aTniU+BPgvWeR77rj+DFQUao6Ft1rq63tHNsk96R4PNdbK+NXI0OsOYFnrH/dsv3/4xWl+7e8Ptlmi90PvAb5sIoE7451wyMQW8t+z7G+n2je8/PlWPOQ336EjWMofn+ZSFtdRLhDwryFobk1qFDTDGcJUnfahkxaKOaIyCPaVU+qw83oSaLm3SbaB2Q2kTn3bGYKW6HTFMZru4P94YJvA6LtoQifL5eeKt5b57as66mrrIQEU8moANW9p1nbNDBT1of3/1ye1+UyPh246xXSONEQOsdRY22mlyMY7rusTkb4X7rmv7dRa9MKf81dYGSmvKKRjDFgLg+O3HSxiJYdZ6zvE8K9NGZl8TUoAtOpLrfB0ndQzmaLzOBYj8+pKW4w3fvj1o3fOv//idd+8wpuO81zU+n1ijEppaK7l0WpuaeE0nBbfa59TbUfrA+UCd+pn1PvkIk//zzfLTx016QWmE/YYxgT48fnvjOl7MDiU35ghaQzCZc7C9f9DKgfUw+h9rFonizg6uXAVDjImUboQtEFPkODNuvdyu1VU+u6W0Rmt1HeSrH8J49j0RnMfQsU4d4smjv/6j98YFBp42Lonk8Rv1fOJvjlbr6gS/CO7OHC8dZGFj9kqfA0djlGVoaLo9lSqPvj6XpeRObUrEz6kEeO5iPZUxyFNOmas1TNy4rgvnI7kPfNAkPsdk9knJ11ppCtRnnW6iyQcYk+A9szVqKUq5t0ZtlX2/Lb6Vqmxra2w3BYrnEI3bLMspyFQxpwjBTOl3TK3OzLQYC9seCHHXCxvZfeUSujMHXOe5pLOGHZNWL/ooakKMgdt9YxgdIKrLXf8zomNfuVHzWPDDTquTXAolZ2qpsgdb2LywRc4HWDRmlU7p52GM6m1H13PXWhUyn8mVT+ac3O+P5dSSxvm4qyrY2okNhvt+U286lj0FOk3P9bqVtlp5lQPrLK/nD+Zs9FHI9cJOg3dJHfdmkK8CFj6f/yI4Q7tOtsfGtt8wxrOlwOyN3Aetj3WglLUJCUwLuXa2pNv4WQu1sdbqkMJDhhcz2ULSelCd1brJm6CwuLG8jrIgi2KO1dWv4qzF2kmKEesS4HB//+XjH62WPysbjVnOEONVERoD1kGIEkyd09+3LtG6FWfIDuzo3EJglMZffvk/MFYPj13TRC2ZlIRZmKPAaMQgNtOcQpLU1tii/ptna/i04/3ax0/ZH/+o22y1Y52YSLmcC4pmSdFhnKF2w+fnxXXm9ZLrGCq35OXWMZZcxPI/zhfBCeNsjSFEh3UrkVsHzm2kxxv5usSGmpPzODAErNOXcQ4FLf3qSbH2j6bHiUGId2PE8qpFk4Wuv9q99tawdvLxkRhz8joqz6thbGC/3cil8jzVud2q6LL3OEg05jD89lSNZvCJ1+sUw8ZYLB7vE/f9QW+Gf/9//l8eUWn36+oL76AD2zvHeeQVNtJVtfTGmS/AENPGkTPOeXWPjM5VMvdt5y1M/u1h+LhFol+/g6IX2/yD+BkSsxucO+n1ktOIyJietN+ox4kNEWrHzIaxD6BT64vOzjRBNwHjaSMvtlMixo2SG8fxkv3xrAzMqoZVKZBbFnVrO8ZYFYI5y74lUrSEkIhJq1VnHjgvDcCHB+fxT6wJhGBxxhLCXZpDv2AUepsYs6HS4q4Hu+mF1fLqnTCW4zjovdOm5SrSDr5eJ71PrtKpHa7WKGNw1IELidpXWt5JAzlLk7hvHG2om9sY8ZxqU0hviwkULMct94w1GjrGKhyyE71ErMUHr8Nocbhko51r/SLQnrUWcFjjV2raC9yyEP8sQu7jnuhzMrC8vf2KD7dlNhiUksF0gp/McXHfdtKW8E5RgWk07PXRASOht+gGU1vlOE5602R81M7rzApAj8mY6iDxwRO8elGmCcxhOY+D0ZXhmUMYo1qlQ4m+ofVgrZ1aG6Wc9N4YQyYEw6QvV10rl7p5Nke0E/enPtrp7cB5VAERN8ycWr3ayXn8AGv0vNw/mL3zen1hY1LgsTZi9HKRBY8bU9W8VeaVOReKP9710m9a+earEbc7uQ9KEVJnOk+pjRQirejd5F0Ue8sZxhhs+06IlnxkUkjUnrVmzNomeSOzxnUqMrElddZ4LzyKwTGGw/31L9/+cV4nwTm8t2zJ8fe//QVnPWepfPvpJ37++EZvhVwPjDX46IjJ8zo+MWjHe51Fp/00ekCDHCnO2T994+9vb0w0TYa4E8LOdTW89eSsF1fc1M1tnKfVInDhNKR9Y85BPU62PdD6WKIv3LcHpRVhSmrjdR5MPANPyZk+Bs7LUnvbd2LwuvavLMfEysLZJPz3XsilgLFsCZjiOpVSmUOrytpgDJhTYDnZBCW+tT7YYli/LAhOv3Cc46yNkhvOrobHoFBVjAlr9CC/jks2xTaoTHJvAq4NFU9NE0jB8LZbnDV8Ho2jewaB6+pM6zDLweJ9IMTE+7efeX6dnM8v7m+BXEUk/fF5Sai0luN8Yv2OdZGv5wvnPWnbKUXNhtOsjvquw9t7xxiVMRo3P/nr3fLr2420L+Cbs8SbBM6QAn309TN+B2O5v70xmzDm5SrUH596oe0RZqfk/r+dSlU/X2c61rulaTiMd3/ad/M1yZdVWdDo1AGtTZgOawy9Vx04wePc1O81BZzXssvZCTZSK1yvzPn9O85N0hZJ6YExjt4tk0o9Kp///I0QE6N2zueL6/yilcosRXbp2WmaQSi1YYym1efrxLhIm1arwo60wNYoTQ98b4bn6yDXvjQ7RxkTHyIhbloXsaoYnFNPhLXiXBkjxIjVGknP1v9eEwkGKrabcwoSghLjKSb6WJkf+4cZYCy9T6wva0XEtROc9xyl0kdnzMa3n34SzjykFQvoajqdQ4Rd04le3K1StHorrXDWypUrY+pGdF0Fg2PfHsSw6d0QJd630lewceI8jFm1tXCrZmICdmkfVjUIrTUMwrDMIcepDCKDugYMptH3fBpS2HA+YUzAWo9fRXbOOXW9pKj307L0Jwt7DPSqcB5GB6EPjjkaMWy6bQxpQGN0XsdzQS43HtuN/HrhEG6k1iw7uoFgzZ/BPhvfmdNirQ55CxiX+P7jc7U/esoYGlpD5Pn1xFqL+jz6CnAbxlTOy0yVfLV+8no9mcNyu+0ED8HrxmjQQN1HkTFhObLS9o77619++UepF9YY9j2x3yKtFz6+/ZWwveGC5Z//+i96y3hvSfu+kqcXszdKvtQ93A0p7TxuN4yZHOfB8/nJQHayOg25WyZ6eb+uQzvq1pU7sJqGJhMXPNEp95G2nUHTL815xrg4y4FzEYcyJ603vp7fafnQi6MPuVcQfTXFiLXqT/x4vGHHXA1nEqUHjpIvnDN4rzlStZSemg+8tUwjtHQflZQEubMMPUB5MIAUPcaIHRSsgfWQeOv0oE6lsFPcFKIsRdPfVL0lqIfjuvSS3qJnv+3rgDIMjK7MA/wShHsX1bgOQymq06y9wTB463HWcly/88tfPujFUl8HKQyO18n7xy+cOZNswDO4Pe40DM/nRS3LAIFRC10InNeT0eWq6TXTz4ybUwdt2Li5zlt0uAghRVLasU28s2kt9KE8R69417F+5zw6cTUjGmsxwTEagKOMTMkH1kgMtM5gndpXUkzctju4h9Zp55NcKjlLX+tdsMQxNEm/vd/JreBMIFjo/eDnj7dVo2owSC/waRdDajQe73cwsrden1/CZ/QXdl6Y7ujlYn+/kdJd68Y/yOeAsY5SVFNau2qiMYkzF/2OhiVXDQsdR26VI1dKn/RpwQbOnCkrb5P7XKs1TbXaCztex8l2v+O9p7fG6F3kAx/oozFnwxmDD/oO9jKotbLtkTmFXOm14IKntIZ3gW3buPJaDS63kl0E3ZTS0k0SZsoO2pjrxivwZYxeG4iacUa4EWvVvTF71wFnVA3RR8EGp9BtGQQX8cEtB5gnxhtMixmaijWARFJ0hNWaaK1li5teoEawxDF1OLCqJowR3+84L+bQMDLHWFBOFVTN9TmDD2AmWwo4r7CktYY+1TU0rUq8rI8YPK2psEpNnMq4zNE4z0M8PatnPNesm2yMTLR12UPSgVGEz5lVWPgympxdo+k21AchPZgkWmurifVJvQ76lFZlnW5tDtic4/l1qGL5vpOSJedDK65ecIu+PoHz+cK5RG+OkDZ8MECj1BNntaqKKehzdQhuY2IpzeB+/fn9H6NVGINvP30jRM/X88V//euf/PWXO6UUuVeC5d/+9leYwgKnGJhDNrwtbdz2O2nfxYayhlJOvDcMY8m14nzgfv9Y7gd4f3tjvyuE9fZ2W7tmizGNfd/lZKj6bwev9dpxHEQvV9jjfqfW13LYdHorvG0bMTragDGDxLCptHC+LqyxeBOoRWuZjqcPeZutUwPbvqbnPmQ/jV5ZGK0OJCA5s/bAi+hqbKBNWRp9EAzOL5aWC5FcqtaCc0gvMn5Z5OQSKqXw9vbGeWVZ8dfm+f64kbaN48yMIQHaOJUJRcuaKvyy71nAU7ql1grGYazh+Xrx/rjzeL/xehX+17//O/tmeby90ZuO2OQ9Iaor+vP3zz+5Z6MP9hDR8TjZU9LDNlFCuXesDxjn2Hzg4Rp/+9h47CrO2TZdjX0KlFrxgHWWuBuc24j+wXGeMORg6R1c9BjrqU1NyiXRAAAgAElEQVQJW2891znWcFFWVsQTwsQ79Y5b08nnSRuN87youeDSTi2nXj7GEEJgSxG/Mg3WjrXW0O7dYkj3B/WaXEdm9AO/bdR8MozVcxDhfk+M3sFL1J1lUs8vejsZXdRqZ1kFSWtAGWaJs9pf1zoYU2180xiMd3y+Dtq02BD58Xlw1bHs0nee5wnecZUMGFqVEGuM/uy1V2bvJB819brANLLSg9UEHeIiAGvNuW03nHeLKyVbaO9DNbgrHT/mpA7Z0Gtvqn3wYa3KtAJrQ6QIayNg8XYSgmMg+KJhcpas3ougKR/r6NPgY8TYQfJedcHectsT3hiufNFqWR3smdkLE+kbYrrJMGGRScDA6l03zDHxLhHDTaHllc8AYUlS3Nn3mwCKK5XcWlnFeX4BJsUtc1Y3MGPNCj5q7Vyr6qNz7YzhuOrkap2ryrHUeqP0SW2TcmXAykk5J+Wo5KOQfKJcmZpPre9GY7RGTIn3bx/Q9eeaiGI8u8OHXXSLIZDp52+/UVvRu8EanAuCXuZCyZO476Qt8Ho+8fZOzivs/ZIhp/dJ8NJsjZ0Yb+WYdJbjePF6XXgf8dby+vyUZhQjY2o57/7y6y//mEO1lJqGK6U13u7f+PiItHLxftv59hb45edvWG/Z98j99sbjvvOXv/ydECOYzsf7T7zyE+8a377dKbVSSuWXv/7K49vPtNxUV0nlx7/+xWzivNjoaeUkbZ647XgTcThS2mkl44126MfzhVskzTEadg7GbPz2r98xxhCjHF7aZ9YFkANrB/suDeJ4XTjg6I1r+bWtDavn2v+JtGaFuSZQWiHYSPBahai2YXKWxhiGlhvRe2bv+rKhiSiXyuyyDIYUMExqrpipbuR7VAjKYBSGGus6bb0cNbcN6xxfrycMp06QARhdi73tGPe/KaVX16okl0LakpxA1nN7+0Yfk/PrSXm9eHu7ka+DfF28zovg1A39r98++fr+VGGWsUTvCNbLXTgbKWxM48itqafBefKUDTOawa9vGx/b4P3mcK7jg0qMUgp4tzGdw8dICG/StvpF2u708sRuD8ZVMdZwnb8xSmY0QQ+nVcGRDxuj1JWY3iT8e1FIjzIYzXMdL61gxuQ69FLItWDX+gvUtBlDwhnZtR+PjdkavRRGE5rfOdQfny+u64u0Paj5JMb7qoZttDxUk9wbNjhCuK/EdqHkwdezrJ27NLPSZDEufWoVOC1jwPN1LMFdgvSZL/q0XA0InjMXypXxzuhGtNLe3kWc0arY+rWe6objfOGCWyvUzv3tnVLLCuMZbIgcxyGkx5zKVk3DpPF+e1DbQqr3QYrqiSy5aDXlg4JyrWt9aIwcOwuw93a/8euvfyHGRNoS6baTgud234lph0Ub3reNMSulXtS2Vt29MXV6YSwKbHqtYeUaVraB6cBI26tNePoUd1qt5HIuLVcGkdaKnluLtCr8ugHJFGDXcGEZEse9XU48BVu923jcfyFu+3LRdbG1htY4rS9bOnLF9SbGWWmdXAYuRKaBUoRN2tM73gTlmlompo3WB1cvhCj44+yL/9XFsHJW+Zk5ZFj58fvvxOgws6pC2mrNFpx+N69nJm0fnFn9NLN0XLxhvKdm8d6Ms1pDG88YnVxPnA/LRafg6WyT68oYO6lVDbBz6tLQ+2R2I5hirZ0QAq/jpFURRNMWSDfPT98+cHny8093nucTnGXbA8+vgrFw/vZPeoM2Mv/rP/87z9cXbjbedlW0us3TmkplahWW+Ov5RbAb55ExpfH790+igXhspP2DPlhXQrH377d3XsfveD8p5cK5wADhyL/EJXJJuGVrLcZOnDGyCLdJjJFtT4xpyfPSD8IkrLNsMXIehcaQa2dO1YSOsYBu8P4WeX+/CVRoPGPKqaQO5cBg/JketcHjvUI9rfeV2g5/Ity9T0QfOJ9f1CVizmlXgrXpd3GL3DaLZfLt/iBfl9xR+aDNyZYelNJ5S57kA9nKfntdorxu4cZsg7nWH2MqJ+KtkA1XrhgMOXdyt3B2Qmh8nS/CnshfWfC34PFh1aA6x7XyLaZXYtjIRkA8GwJnPflxWa4aKHWyTw9dB+Pog3330rd65ev7D7CV9/dvjDkZ0zHnxvQvcBMbNiBSLvGuQlh+9/uD6QLGVswMy1FjyFlsrXzp5rU9fuL48YVz0qGCN2Atn18v/v63v1BLppTB9hYwXp/PhYhxjrAZesv0konBqfFvGpwd1FE1Lc7JqIE+v+vmOj2zGZ7Xd6az5KtRchXuxcjDhNV+vvXJcWSwjtKHCKi5CvM/pIUY4xYxWWwqa8HbpWt4Cc7HeXJ/bPp8rXPWSow7YQuqdDbSjtICCs5eBVOsjfseV0Vy5bYJtTHqRWuV7bYvuGXBOG0S0u0ujdRZcskKytaBC512qlVwS4HW4OPjzs8/7XT+AFdW7j//AnOxw37emEbEi5wTlnes9zK70NiSvsc+JkrpXGclhMjrs+JdwHoPt406tMffb2L4gcO6ynZXVXXvHWsjY26wemLSFrnOjDXLJDM6DMsYldYy2Ik1g97llHPeU2vlOE981D8XVnq8I1ZXvkQk1oHVabNwHZ1tFyZlzIKbDcekPhvjtktjOyXEX69DvfPe8XxqnXy9TkpU1qst/Mlj3xl9Mkblp/sbzhjOVrmui5h+hgFfP37wOiouPPj9S6aafBb2oKrvWk+cCTBXp7lVeeAY0oVqGXre56CVTi+XkPqjMroDY9TtQsdbUa693CkSzoxXs6DzFhca1nSCvzPp/Pb6xFhPiDtfn0+eT+EyzITeHH1mhZqMIxe5EoyNtDaYX//keVaSf2OMgbcR76LQ7ddJn9qt1tzI5aA3SAlqO4h25/UqHKe8+HbhqZ1VZsQYCX9jhWz+mOhLrWzGiqBpo2y2ZpBbY0urIdEYepvElARXa5051AddWsFbRwqO2y1S2kEdLL1GjJ0U4xKVdZ30QWn30Q3NKGjYWlXzWtdEgrf0lmEMjvOUZzxFnNUefgwdJN/+/sYonXJdvN3unOXJcfzA+iDUNlZ96H1S6mBalSzVDqMb3NQKwVrL8eMHbfPYMblKwbwMt5t6NKhysYRh8FjMWL0EtQihcGWsl2NtS3dyPkhzrD3v4Ha78XUc7MnzeWaubMm1g5Vjx1jtWV3QRBhiwtlK7brZxNAww/H5/X9QXpn9fmf0Qs2HpiSblptNNbrbvlGzodRICJ3rOplYonXUODGHo10v7kkdLMFp8rqKinB+//GdYLTbnkjYxibZeJ2nnBnIMDdaR84T44CGNZbRwYc75/VJbY4UPLkcjKqbqTFm5TUMLogJVaoSzVdu9OEWKNFxXBXrlOrFKVdkfdBkXi6haHxirEGlLn1vMEn7JuT9dIQJt7Rz5Eq3juAs3gI2SHthIqVHzsLj6xOWRTbnjA+R6DytO47r4soXvQ/2FJWQXmtg5/5IhMs9WUtZRVEOGCuB3bnfPV+vp/A2o1HOzuv5EvHbW+K2cU45geqA5BwpyJ7+8y1xBShDN9f77sFYPh6/sG87fXZeV2EaR0hplXEp4f9vf/s7OSufkvMpbWshW4xV9qSUQM0v0qYbg3rjHa0+tHGwZh0gZrndNNx1GrNbLJ05BY49DiF9gg+0OthCIHi3ng1LG5WeK7cUaL3hneW/fvudViPOBZ7XoQoIYNsnm5ON+LgKOTfsFBB5eM/vn7/hjGdLb7j8pNYMs6vbJn/He2kjsw9K+8T7D1nLXRM6v3RSumOnYbSLXqewRNGTz0PC/BKyRq/qprc3zktdKsYbzuMHralnXsVgCe9moZq6LFqGLUVqyRxH5j//5yf5tlrDXCNukXYYnj8ybQZMd5gweX2+OI+Lx8fjT7Hq83Vgrae1i7/9/Rv0yrQDZw1nLhw9E5PHzZ1es1YBq0Gt1wJ44Snyxeur8vb+oHe3NBnDGIVSO72rctVZx35LXFehNUPwiRCDWgid8gu///7kquqKjt6RfORsnTkatnd1vAeP9xZnRRreb44rq4mrVkutFwzhA0LQumv0TuudYFfauoL1YmndUuQ8TmpTK911HRi7vngxCJvAUODOCNPQhqVdg+fxxW8/CiEkfOhCy8Qbx1dhtsIZJej1Psg1Uysc54WPspkaM5mzYTA8P19Ya2hDMNNe4SoV6zU5ff/9xFkJmyFFhpG+MsbAG0u3ho6usN55plcR11ULe9TLrw2zfu/v0pAQQjtugT4b0W8Er518Guosl6IJHx/vfHGop4TONFMC6hCJ1frJ9foN2yPT7Jz5IHjLfv+J5+f35RxSf4kLO7RLTLfzWGsmIyKA0Q37/thXaVpkjk7tVYVP1hLSnVIar+Pgbf+g5IFNTisEY3n9+CEJO2wLMeP1UjVTlssBY8pzXyfkNmjDMgm0MZhukrvsllg5anKpauNzVoReJx6RLi/S6UpT8PaZVYxlp757Z+/szuDNoLdCjzuzjiVQe64qikHySC8wltE1OM2pxLZ3gVkt7ar4pWMyVG87iqbU0S+tJb1hmoCz+lx9DmzpOCL/4z/U4f143LjfE84LI2I+HnhrRZquKn56Piu//XjinefXn37i87PQp8c6R2lZYrrzS9Mc5PPAe03CBsP5/NQNd8r5ZBg4M2ldttdppBPu953RpY9sKTHuCTMrY5Ntd789ZH/tg9v9wRiDnFd9tbU4ZAtX/q/hVm5FfSISmI111HyKZr5tPI8vtn1XmLar5bGUgvUbrQ5qFWzVWJVyje6EiaoHISY8apnsxtKNAyI2bFQ8V+2r7E6h0zmbSMe1q0jLGvL5g/E1aKPhg8VYQ68K7ZrRcDh6qyIG9L4S7RFDxVtl9bDiZl31pI9BzZltUzXG0Qshbbh/+7e//CPXwhjri2MG9/3Gt2/foE2+vQs4F9x6AO3G6znIrZDLxZiD4/nSmqEN2euMUppjGHxQ3/p1ybprbCGXuvITE+cirXR+/unnte82GNMJ3qkA/rpIIQk7/HUt4mdjzC6EwHCLbaNppzehiPuo6mT2XqyeaalVFltjOs5OUghsaccDx/PJdPLXWy9Mg/dyHLWyPg9WVt5umEOiYzearmNKxOBofUq4nVNTY20ine4Jl7wsxYseWptWHd57rJkSMH2UZbLDkQtnVZ7DBbm4rnzxdVamkTskX0W3DuvVPJZ2JvLFx6Bpty9t5jpP7jHyuCVyHeqk8Javz0/xuUKQ2Gkd1/ni4+2d13Figyi4c6p/Y4yKc4kxnepEq7DYt+D5SPBx39iCJwVDDBGLcCIhRBWfWSGt52JFlSXyjl4p+Tsx7fSObh1tSLRGdm/nIsY77nehWPqojNr0u8mFkjvjzxuLXoJ/2GCNFRvIzEEIXrWozmBdZaIOCLOQFDmf+CDr9nVVZsvEJF0PGqNkcitL3DcrTyDkTO+o16Qq25Rro7WhRDlaRV15MHDkqr4GaQ6Tqw8ahtyhLMpraZ2zVKxPjKHGxb4IwylGITmMWc+J1kPXdXHbbtRc6NbivWdb3Re915WRGdSpoa6VqtXt6iXxMYrTVMsaXCKzDdooq4p16hb3h5vJBfZdWSkJxo7ff7z4/v2pw9MFjqvy/fcnpVk+X5kf33/70y58fzx4fPxMbh3nI30q3V775KyT1g25dVqHM6uDZYxBX3/GgSqPW5c9VtXD6ityTh3nIQYl62entQoGonOMacDpUA0h0nsTENLOFZ6sBDdVBWs7tz2RUlqDJlg7wVSc66Q02eKyU1tLCjvOwRxVP3sVPYpbFuVQhL4GAmXs2lTs4aidYaPwJUZtqH0YylUJIeC8p5RCn4Zt27TiwtKNwRrL477jgmVObZPmQseEYDG2EuLEBhlbxInTmm5M9ZC0ctHbhbGqUGA09hiExKmTfDbcX3755R/5ypipf8GeIt/ev2ldFSy//PyN0qvWM23wdU6+f13knJcwbEkpULtCbvf7Dec955W5vb2pkdBPfNQ1Lnorlkofmm69J1jReXPrtNFpPWs6GvLnbymuXbgjLBxx8BLKxxx8fn4neDWhbZumqjkr1mkK3m87s1ficlWUrpbEPyyDvVZKrTzeP9j3G7VrMhnTENxGrXWFlXQD6kPdDGlLqwfeUHImeM9osg/OKez5GAPnBaU7r8xcXJ60iaNjlkXWeeGo+9D+1lnIXZrM+/sbrRZex1PMMr9jAGOGbmm1cy12WB9D9Zfr36cAZ9ROOVdVD3v+zHNoOlenR/mTQCuGUfCJPCqPx4PeK7eYBG8zk+m0hz57oxmlcxOdv37cSN7gGGzBkfZITHGtCSezd0ou6ow+nhBu1NI5P/+J9eCtJT+/cDasMJfh9bz0c7RO9tByYe2Gs4Y+TkYbjOn10reBabRbLrlQahHRoGuaLqUJAGiVV3LWLnLtoOSMnYZcxEMLfgPrFoIGfLxz9qHVQu2AMgu1ZozVS6/3RhtzaV6FUhp9WFl5q0TR8yz0YcS6GhpqsIGO5XllyoCBZUzDVQTJnMaLILuwHga5kUIIq9PCU/Il3PrQ+rS3ygB8EpC0lrzEU0PvDblcg1bY2r9RapHLCkQGHl0vkK6bovgEGp5URjX+FOP7aNI8Hjd8ChytkQd8Hhf//NcXz6eAkq1P+pTd3VhZ+J0DhuzsrS1opJHzqbWOd4awDqzWO623ZeHVMBLTxpyO2sD5HeMVkExxW0BVs94LwrR4n9QL7ncwnmC9tLLZqa2KPjzATKHY5TpdTDUvB+qWVNJljQTp0cuf/Kq0PTDWEaJZ30uLN8Ib+RC5P2489g1n7Z8/P61645IKHvSpG5idomWU2vnx/eA8LvqcXFdhtMkcLK5gIyathktrAkJOZaLe3h98fHvHWA1zMVpcMH+aF5yzbNvOFiN7ClhWRgohT/bNcd8T5So6pKblx/cv3F9/+ekfrarL2LrJ3//2V3yMXKXggqG3xlnLCrEVnlcjhEjOF4/7jRg8JReuxfoZYzCmXF2v61zBQ6EEgpcT6swX1ito5Z3CMr9//52+CqkYnbf7g34VRi30pr4KzFgOgAIMYtrwTu6XEBJjNt7e7uIhLWfHvm2y1C6oWRtInFpuiT6bioqc8hXWS/gzDJFafcBYy3lqorBOlM7bLbHFhEOJ+96qBNOuqai1qprQ5S9vtQr5YLSfFpupkYJTIGoVeb2eX6QUaKNyPJ+0pj0uZlJy0RS09rpCzoirM5dHvg0VYaUY+XoeOGO57TdyneQqi6bonVbgRWCudUZVxJ1hhb64+40yJzSDpckuPTpXm/zIAmv2xgr7NTyDt+DYPHw8dryz+ADbbVt9F7KGXq9PjPHUBnbbBF6sB9s9YI3R5zMWRuM6C9fZVuAqEkKiVsf7r9+o7RBUsFdqAWbkeGVGNzyfT7mJVpCslLZWB/qeer8xu+B/aduwU1bx6SPGJx0uBvJ50fqJMYHrEBl1rHT07IWaX9AMxiWtoXLmuk71iAzVrp51gHXkSwidUgd1wFgC+xzQhiE3aYjdWCHeWyNsO85vtCEcvrGW0Rpvb29aSbamvINRHoIxtFaJgZzziqIPRi3ElP5EeYAI0slHYYJGV06k6aYo95x6T3otSygWtddOg+mdsG0Sj7vyFH0oMb7fdmpvTANhWfOv62SLqiRQu52nNPW8i/zc+f7jC+827CJu7/s7c+l8fYxFsXZ4m1a6OvyJYJGTcdD6hbdhPWeW+cftwsx1W6pc10ktWgc7Kw3YmaHP2sGHpMPLOv03VtZJzX5ac64K+bVpUa+9NRNv5QyDSusnY3RSerD5RC2XyOF/5GSK3mMpRZLTyjtsal58PU9piaYLWzPhujqjGfp0EDZVkU90iC+Lf9pUMZC2BFPmHu8C3TrqNPQuvMmYjlat0O1j8PU6Oa6KMZbjdQD6eZdcCdYypgjk//r9yTCW2g1tWPy+79SSeT1fvL1taye4UTpYC8Oqb2L0xrZFrqY0sTOTtNZMY+pUs8ZRziylfjbu28a0slM6a1T0ojiEkAvbxpwKHX68P7jaZFoINim9nQzH68Uvv/zK7fHOmYtghTERvRVk0Jp1Ze6E6FdmAUKIsjH2iiES0wam8jyFNU4pEvZAK3N54z2lVdLm1R28ovx1qJLTODBOLW1bFKX0vA5Vha5YujeW7kRZ9QtTPnrHe69OBWsIwauvYN085gDjV8EQk5SSgpd58PF456hy7cS42DnINSQyJlz11JScbuxx4/N4EawlOCPUmleh0vn6woyyLMUbtTdsCNSsQp7Ruv5aa3moldNncq0UOrsfBBy4G72cWICeMaPC0FRWzAS/Ycbkqo2GrJA1nzgPId4Z06snfEuYIUx0cIYYH9QKvjdMH9AmfWVRem/0BrWYtX7cme0kRUMulzz7YTA71HpSMuIbjUEuU8L1VN0oGGbphOPk9n4TtsHueOPlmooKCE7Dcu9Igm5dL71RMvnSIZ2vk2ECqmbOjKkg55yW3qZeXGii7V1uMRdvnPnF9AljVek8MFy1cGWh3INXP73zk1e+aE3ZiVYKGPBWnLVWO/suTlYbHdANzjnZMLd0p86icqYxMSAO2DDU3PFuUtpF641pDCFuzDQpNWMR8sI5HRhCZ0Bumbf7jguGUi6RiOuF9/u65RnO42J73BltcL4O0hb1ok67DiJ0Qy9ZOujog89nhun47//xGz4GYgr8+NQqtrUXIepzqQBKQ5W1apQ0znDmvFLslhRlFpjm/2fqzZYkSc4lvc9Wd48lq6oXAGeEFJJCPmi/KikyPDNAL1WZEe5u+1yoReJcQIAuVOcS4WH2L6qfdqoxs2MojJIJDqw1nPs7KSV++vqV1NqMxT4FSPTTsc6g2Aq9UQfkcuK8pRVl1Xfkm/E+4vHULMHJGIZSBj5sKjR6ZXhPNSJo+KEMlp7Fzgq1453j42NXZ1orl/XGWQ5+PHeW4Eip4t0XUjvJDZ7vlW11MDoOhzmUY5Jy437diDGQj8F6uwOGghbn2gVZcu+E6Glm8P4spORmzlFjjSu5Sf2IraTWeH/s/PnHU1aC5skFGA7fumRio3dSSjyeH3z79qbcb+uIy41WBuviKK3TGDyf35UVYRqp5Ln4NIq8dAHrHH8+PlhMYNSDlDNfv3ydN7VmxrVWLXtSZo2LcgJGp7RMjNO45DxhWUj1ZP9DiivjAzFcsEBOjWVxMy0uyvuRPbUNYrREN7XgbdCQGmYJosKmfNCmAsm6gHeWMx/UnGlVsjZrwHllE1yvwhMce6WXRi6FZd2U4fG0iuk1+rtxWRTakhtL8BMb7XBGiY8yQIHFEKOfBqYwd0rn50G3LBe6KTxLUjtt9fWD73P+vFGdIxfBzxYat23ljz//UphRN4RrmMqZLm+L9zxToo0KeC1Pa8YvF5awsVgdsA00mjKGYQeX+088Hz9oDDAB0zJ1NFywn+RZZw3vjyd/W1a11q1x7ifb5YbrjloazguK5+tJOhvDRvCOuEVaySpEnJb8bThKK1QGqw0YGxh28OXbV5Yt8NwrmEjOB/v7OzUv+CCnLU0HhRly+MYpZQQYrfLcM798W4nbwjCTETU1+3FbiEORsM4aSj0ZeKEoBlhbqfXUXgjtnFxs9Nw4jseURDZykbKRGcRTxzR5Oi9SwmByx8AOhW+V3rDsUr4QeZx/4eNCHwZvDSmdYBxxvRPilEl3CaFazZzDslo/LzxgNNpIGNdnWNOgGiPMSO+4YCXDfh3mtfDMidvtTfuzIVm1XPjK7TEuUGvCGI3zLpdNnoU56m5VhIqwLAQX5J0Yhh/fz7mTymw3VFzsWV3d3En03jB03s+DbbngZ+wwQ0vsMQbGVsYoOBvlVwCmk439GPjQwEArkmK7EOSmx1BtYAyN5Z7Pp6YePmA/Bs5V3r5oatCq9oy9a2xmxoAOwQUhUEzHzGz0lit5GJkpfWTkAmYhbj8xkmKfu7WkIm9NtEXqquFZY8CawH//5784jp1cDCYuPEvl2IuCucxC6x7nV5pp1C5KxOMjTZ+L0DxjeEgOKIxhsK6ThqK8cVbm7D6z2TGiqLcBJlItMAbLuvHjONi8ExbqzDyfT4z1+GVlVIszUXtQDO7tdv2t5EwfjRjh29cb27Lx48c7S/SKcjUGRqbUzpEao+dJg9Tsr/XK7TJd5mPw8fGgtMrX+03a8vWKsQLsYQ0GO7n90tCLGLqyLlf25wHG8PhQwNO6rljLxAl43eA2kHJm3S6s60zcMhZnHbUZnItsYcW0jnNR2RJ9uoSNZ4nKmuitMnojmM4SlA0sI6KZ0lGDixFrxoQ2tvlwVe5vb2C0fAcrkuXoas2LUtec1YPbgWXRWKTOrIEYopDo68a6bnPurI6llir+fxvcVvk4MGbOmBveK4imNegTE91xHMcMkOqddVnxNpCfScvZU4l5zmu221onxgumdlFRz0owDd87t/uNlCphuWsMNzMYcus88uzIrOPMfaqWopaqdOJo/Hpf2KLhEmU0EzNrcsJyxq434aitx85xgcEQrJ2jvnnpt0Erg1IGcbEymoYvjAZxtVxu3wDPsf+Jc5EzNfbnO+nsYia1rkN2XtrbtmCNhB5Yy3Vb+fL1ynrpmAHeijwdjMYq+dwp2bJcbuoAqnZEmpM3rAu0ZnB+oU1DW2+dXMtUTWm5f5ZOboPazZxNO7pxnEnL39aNus7eJZv1SsBLSRLVnDt9vJzdWsK7uAr2iRQz27ZNV3bUCLUJgRG8InZ9XFiiAqail7qoty4Z+CmkzpmScniMwftIOrOWs73PnaQq7uADvXRJ5kcXSXeOxZxTdsxyWUk5z/ddYoicMvf7BYMYWiklhbRNThZDYVseOdMxQ8bmdOBCVAjXBCIyJHk/jkxOet2FIc/0dkIX6wsU0dpbxzToTfurWvNM2dSebH8+OU+pPwd97jkN1oSZhQS1WUr35DKga9wHnd7rf1niF86c2I+TfX9wHB/UWuTLmd1TnTumIw9+PE/en5m/3hPNeI5zEP1KrfLnjTWuQXEAACAASURBVG4ZteOtQsNqScAgHxqjynzcZsFa6M1wnPXTHoCFsIj4q/NZu7czKcHxPDqPvdJHkGm6CMo4xuDP7x88HvJMeafzylmd28Mowtf9428//3amc2Z3W7boWeLG4/nksil+9LJsxGh5HnLIjnrijeW6faU0qbGcizA0e26t8u3rnT7n/j4stKERUAye1oQIHkOH+vX6xuhN7BVvJ17ATCREwruAd57r5Y4PK0fOMvl5P/NDymccpQ+e3iU9G0bZGzknSik4O7heNkrOGDvANGiFa4AYDftZMUQwjlYnRbgUbBCB90Wz9FYzakHqnKimetxozeKcVz62lWN2oMV4Kw3GYLuu/PztJ54fOx3H85kn6E8ZBsGrIxpjYKOhM8CI6qvf0dG6CE7ROXqv7M8DYxzeatFvrZNZaAlYF3k88qfybduu/PjxjrfiIQXnaKPhTJrLxCulSljQWuWyvRbskvmW3lmud87UcFZdQu+NiGH1lrdFiPQYHPQu4JtVR+CtB7OI4uojuq6hpoPyfNLbABwpZVFqT6lsnDWsayTG2zTHaWF8nu86oM5BOp88004rYivVNvMqkJZ/DLnGazV0IvTBrz/fWLYV2/0MTrLUUtnLmAtHx5l37XvagAEpn3KEGwdWo7HHY1dQkbHUZsmlKr5gSD2U28DYQG/QeiPlOl/LQSqzGDDTxFWduuQkbpOxQcv6LO9NawPrPLUUXRzWUMvQBQFgzWcomqi5luNUUTPQaBADw4ii4J2jZPmZfIjyncT4OZ8vWSq72pvkqx3WZZmL4zZZc5YykxZbbfgYWLft8wIZSDUYwqCcGcl/xJuyE49v7NCiu8/UPC8pegwK0RpD6YGllCnfhZz0s9GVyb5tG846vNGF9hIEBKddSs1VMuumJXMuWXvL0djPxOOROR4nKTVqcYwRadVO47DlYxdSfhQpMTU2GxirqO/9zDMR05Br4Zkrqeg5KllS894a55n5/v3J8SyM4VnWyxS9DFKuWCshQbCGW4AlaNQ/pteu9xelQeP70dWd+bCADZy54JzXxGeCJTGe8xz8+SOTiqNVRzrheTbOs+j5aoaSB9/fH5QG4KHCaIaUC0v0c5cpUoj7b//x629n2hlUXG/87//tH/z8H3/njz//xBi4f3tjWTYGje+PHWcM11Uf0HW9kspBSpmPh4Kj+hiMyYupvQmeh+Ztzhq8CVirsYq1YOhcthv78cEwhee5f6peepPTclniZwqWwXMeu1ztRdWSMUbL9S6MiXWWXBJjNOooUimdp15QawlrABrROx0qKSlDvFusX/FO6gXjjSovOgxhSFrR/scYw7pdSccJbbCGOJUsgiL6GdmpA+vEu5mRPRJfN8/IB399PKTa6PNfe7H+rSF6gxlt8nO6YlmHLg3jgqIm5+hLH1JRhUPcKOmcVFXYz5OcTt5uV+1oSiFXmdRWF9iPp2bYUZegAqx2cs1szrOFgHOB57kTgmdZFo78qgSrctar3u9lZsXY0fm6eaKz+mdr5/OyYLxjtIyxnjFBdJYKk8Pkgh7OngYNx/N5EJy6jxBXwmZ1OEUvoGNt5OOkFyjFkVOjGcf7xwcfzx2DurUxBm3ISFqapXR4fnzw67cbt8sF5xq368b7+w/6gG0NhKnQ8g5C3ObCMtGxihMwnfOxcxynMmX6INfBcSY6kHLjTDpw6pB44zwLpYuRNIbGdIaVcj4VcdqtyM5DI0cxzSylNQlM0D+HJYpo8NxZoyTQrQ1dvL3ydv/CeR4YRHgcTRe1NoQCughoJblqrmX6QQzRy6zL6Oz7k8uENUppqG7bBS8mV9H+0zDBlUBtlVR0cPepWHz9+Rjuc//RaiHlrMurKhcmeC+vzJBazjINy95jTKS3qs+L8fSmse7oCqyz1vJ4PGdxyjwQtZcxqHMxRnsUYyR0scZiX+mKk5wN5tNTVOurm1Puxho9wTuCt8pPL53WlP+ecyGdKhSee6ENwxKUJ56zlv0MA87x48dBbZbtutJrJ+XOcaRPldrz+YEdnS+XyNXLq5PK4JkMZURSUTcSvULlEGyBbdFe05hILnpOa1ZIVi2O9x+JlCs5DZ5H/1ycp7RTSodhqUlu/cVHlvk566iD+vnnN5Z14/k8hDP66e3+G3TG6HgD9+3C48jsz53LNfCP//hV/KOSOVPnHqPm5H1gzRCevGo0cr9fpdvvUkXcL19IJYGpYCrW20842UCH4mh9tl1Peqvc3m7QDa0W9udzYk0EvrtsqzKLJznVeI8z4i1hzGdlogrcclkvnKeCk3LXorA25VC/VFPnmckVUrUYL/SFdYaCvCZrWDTCaUpGW6Lm5C5GXFg4HyemN+EirEY7wQkNbi34xTF6wwaL94FfvtxYTCIMSSyHU3TuQPkTy7LQ4ROp7RBNtNSGmVWYi1Hk1YH4O60L7zKRBIbO9XqVEsVbGfGMBAWKHrXkmnFDUEjvPDkn6nHQa8UvC3V0bsvKNShTI+O0nF8WPp47DHVjS5R02Hp1hJahLuTiFUgzGjGKCuwXNx3ayNCIWESvvAOD8t+H9arUrCGfiXTmKReFECOXNcoTk3dqS7Q6OPbC++Pg9/cf/OvPH7zviTMN9qNQmyEPw+PInGcjp8rHkTF0fvq68PV+wwdLaeps719/ovchrpJbMa5L8VZPPa+5YpxGGc9nkucAOc1rFVQv10Fpg1I6wwXa6Jy5iprcoRFm2FGgGyu5Z610F8XTqk2jLoy6PyvDXpxsKj/jSnut3O5XMEYdRAwYA/tj58wJ5yLWOdrMfBldcuXtos6l5EJc4ifjyBiDi4HcygwQUsiQG2DGkDnV8Lm/GUbqRoxSPGP0GrUNPSuXbdWoekbSLnHBWn32Q9BlEmLEGYs2g3oGfIhYJ4mrNZ46jJArvRJ9kLijaExljGPbbtSiMY3ArGK19faKXRhiSlmnC7TXOXoTR6pNArSzHh/cZw4JQ8VkqZUzFbw3ImG7piIXp5EahlrspyenN2QQbpKRH2fDWAl/ns9ObY7bbcHR2D+exOXGeSoG2BmZRNWdNRbbOVLhLIZuhHhJSU5059SB9Nq4X1a2ZeH5+KA1Q+96jkZ3tOrZ986Z1C3XPF8YDK1kUk7yZxk7v67k05oCNkqv7KkxWp2iEHA24P7jb7/8lrM+oG/3O5frhVQauSR++XJl81FyT2Oo54CSaDkLPZIl33XTfBNd5DwLtWZ++vaFECIf748Zq7kK/T5zKDCGGBf9eW4Y57DB8OXtQkpl7jXMZ9Lftq6T+tmF24iRIx//ZS/gpYTpyk82mKkB9xznjnN2JgyqXbdGRqTaBw1P6RYfAstiaW3mBwyLM14pbvNDHGLQfLuUCb8bDNOUE41hWy/46BRk1Ioe8KHKh6F84+AsxlnyMDRjJup7sK6Bx/Mh2G1XjeidgnvMUKxm73zmWvcmJo2xdipwHPe75vWMQUon3fCZ9VxrxUVdaGYYZZEMZU8zMxCGsRAX0lm4x4Wf324c+4nbruz7E4xlTyfr5aJdSu/U0TFhZkqnky/bysUZFm+ExDZjMsrs3N/Ie6LuUTJExQMru8PHOHcDlY/nyfu7PsCXzXO7f6X3TCu6CHruvH8/+euvJ7//+cH/+OODv74/+PEoPGf1n2tjT52jwFmaDupuKBXeLp5vX24i6066rbeG0RK1Vpb1Qso73jhazZSz0Lr2SB0r46iBx/ODWmVaTLmRX9Vcg2aU151rU2VYK2eplNqlkqsa9Q7rGUZVNM6RtJATdttIUr8tqxbE0/gZLytnlmR4WEe8LFgjs+G6zTHq3MPlKgNa7w0zF/Kp5UmiVoZMH1pIOycKQaltmuKkFAtB+y5jIC7at/Sa1b0Epzjs3skv38s0GtbZiTs3MJOFNcaYYNImsm/T97VeWTNLDLx/vFNnF3EeJ8F5nNOuZCDBRVwCwUfOM7OuwoT0NjSqZkx1o9ezNuX8fbQZscDk9FVqrxijPwjB432U6GJoKa28n04wlS06FaIDghvi45WkOIm5uzIGzuPULo/KmOSA0ZVJ3/tJOU85voka7deOdY1tM4Tg2JaVlhsfRwIX1amcmXUR46tV+aqiD8ToZ+6MY1kcraXpKxvi3p2ZmjI0M5MYhU5ptUiIYTzrIiPzumq8fB6H/EJe++ch3T7OOomP9CZKelanC9ZYqaXulzutVsoYDFG1dPjagc2T8W+a5Ix9aA4bVvGJhlzCpZx8+/lvnEfiOHaW5QJR1UhvooXWXnDR041ULMZ5hoUxlIC1bnKWt+4VNNMHLe94bz9ZN701LpeLUCduGsOmcaq3TqsDaxtHfrCsN+VuNLl7S5nLwaj4WO8H9tSH3VjpqtflCqaTUqHPvPNSMq0XQgyMVljCQp5hRt5Zgg2UkqaW3JKqHrhHAesHR9MF0ZDaIpVOiAv7figHOiy4oArDtJlLXcvnbmG4oazzrg/icRz8+PFOrhqvQCcXLdUF43P89f7BbdsY3ZBro5tB6RkzLHupjJEJp8XHCxXLMWXarRy0ObqDwX4eWBMZzbBdv1BaptST6AJHaRzZUDfD8yyaSfsoh/aRWdZArxXI9GqwA7oRwsO0Tk0Z74xiWqPlnx87uVnyCPj4nWVr+nrVcDwLH8/Mf/75wb++7/zzr5Pz2SgMSj8Fr2wDS1Keu+nQBjZEdTd5AJllueCnYbX1gbeGNWzktBN8nLuLIVKC89Qja2n6YqENiTxkzhPVOs3LqztLKhVQfotRj0kHjvRByVkdBoFOwBmrTBcLlqGI4DFwTQBBRqcXkWvtupCzIk5LyZxZwE+/XBh0jpS4X69QhH+P6ww7qkK9h3ilI0MZxpDORLCRdCaJJYwOsjbUkaec8VGXiJbMjW31ExqphXUbRlBMo4z02kRWxgrueD5PMPIj+CmHTujgc3i8ifQ6yK2zLRcwOqAZFTs8OQ3ofe53tJM5zgNr7Wcl7X2gZAVpMQb9BfYcCpfzRr6vVwLrum1arPd5WYyZJmo0ejMMQoBRD0aIlNmxpLPA6plCJ/owmBlYF+OF3jv7vquoLMIZBWdo5cR6GSqPVCjtgbNx+lsWSvmgua6MjzNRh8UNx3kccqG7gEERueuyEoyh58yeO7kO7aBHIZUDb1exrsyQYKZWnAsqIPspSXQHP2DU10Uq/tu66HV67oesG+tGy+rGaxu4X3768ltrdd5mmetlmw7WxrZeML1hvOfj+UHtggjmUriEwHa78HEktu0GGI5nkkHPWloblKwWaFkDGDhOGfaWuBLXjdaR5tyVyeAfGJTFMbqWaa/UsXVVZRW85r+lVvFlUpoL1m2qNIZQx+jBGIjG691KmCiH3jWPbF0f5JqlbFAioydGRy6NlCpt2Il1V35yThWMKqRUTwxGl0luYDwmOGiNt9udJS5iJc2QNOfsBM5NvMYI1Cxj27cvXznTKZyJMdQql7gxQ/JlI4jVceiyfmHhUyl87KeyRKYypReRQv0SFGjlHEv03K43zqModMdBrqfGGvI9E4wOc+8UwdonssI6g1lXnntmDHQQ47ld76R8qsIsSQqfsGIZXINj9W5eZEOzWtqc1SpFT2l+enF6lctX8bMO65T38Xbf2M/C//v//8HvH43gLdF3zr3S8Xz//uA///nBP78f/P794I8fJwnPs3Q+imFvkaMFzmboBHITJuRZLBdr+NsXxz/+/gVvjVzBJuq97lX7k8rM3yhzTNoARz6zZug+UFSUcaZMzp02JMjIRRRjGQPFIUs5yRk/RzKjKRLVGEMq2glgzewuLWbMTrkUrLc0kF/HRWoRlr6/VGbLZbrJy4xmPYkhKKr4OEREmG7zXEQ5WNYLo4+Ji4HR+1ReCX8jgrSHMYXnRq7pNUb5m3qfxYC4UCpENUHAOK7Xi6rc1uffH/Q6pEJ0TnkXQ5HPt+0CA/b9/Bw5mZnDLQNk1MU7XlHQGhHWquJ1DF2wvWlEXWfHZYyduSwD4Ql1MfQuFZs1cXb9evbobSL50+cFOkZnjQ5vO8FDyk8+Hk/OLIae9j+GM+0w2uzmVN1Leqyva2bcg0KhmB2foxX9+9YY7vcF+s4SPNfLwnXz/P7Hh/KLhmFbp9HVMy0MgeghLo7nMfHuTgwuY6CVrmX6qNO9MqaH5eDXX94494SxBkzHO8sSPc4xsVR6z63RtGGJi6YexrHGDffrz99+M6iCCd4pf7vkmWvtsDHwinx13n8u86wxNDuUqTEc+/OQxjkG1lVKiJwyt/uVIx18vJ8477jdlXBVu2G7rNgwZ2505TBYM0OXtMDsdM0Vh9HMtw1CUCBOqwPr+aRn1iI/S58o7BAjtRTlErb2mbUQY1AYkgHrxmzh9YCGENn3pCD53ojLhsGLH2T0BmPA+EFwEIyfWJDB5bIQg/AWdmZYn3vGIK299hjSay0hcIk3xlBGtTFS9/RW8dHNkZRkpc6q0qqtYYOTSs3AetmmocpNDLhlW6WYktO/Y7qWid++vLHGyB+/fyc4UUPHDMZydILxWNTN3e5vjCETVhmdXBLLunEciTYMdUpel+CgZ0o+JgCvk0tni4GL70Sras9IvKRZeyuCNmpTTK1FOHWnrne7XGXYjJa4erZt4bpdCKHz4/vO+4f4U+ej8zwr/+N//sm/vh/8/v2hbme98MczMeKV5iLX21f++vFBMx78QqqD55kwbfDzPfC//f0b9+tFgg6reboQGWr9SzWTw5TlIM+VdIhge2SN1lKt1G7JRfN7XQTKOMcvlCwPQZ1JgsN6Sq8YPOv0eBzFYIPXXsRY0VUn7md0kQq6XShNqXtuYnmsnUy1LAadt1b/HQLUzBot0QlNE0Oknplg5SgvvZOrTLC9d37++Wf6NCT2PuYF6eiMz/wXYxyjFLyROCKXSp7RqCD2nV8Ut/Ca0YNGmPI/adxqjIgTjDEjYLVffj53em1cpu9KKl+N0gb6vXoXIggczjh6EwzTOafo2AHrcsHaIHS7NdpFjQ6mU1rhzIfOlzZovQANY9r8WcH0grHqOlM61TUaBZ5JsTwwBGK8U+ZItrZKOg/yFC+UUgUlROmjg8a6LrRWGF3gw1yEsXFGY/LgLdeLITjtMldviMHxzx8H2/qF4LUfNL3jPsnjWUmX021fuy49epdXwxlqSTPLSIVyKglD1/thFD/hndR7rWdqy5jhiH4jna/IYzNVnBveb6xhxf3jb7/+JhpklW7YQMqZGALLsog/hNMcdghZHWJQ2pkz/P7XB711znTwdn8DBz8+3hk03t7e8Ivnn//6n1rqtMr9bVM144IW2T7qAKXhwvz6XnP/OuNuhZh30nI7y7EnPj4eOkin1HDbrp9zfuMtdQjEGLwnOC8m1Kqc5vNIkuliaLyWbBYzAs/9VBAUBm+dRkSlAxVr2+TIrLrHc5lVj1rhbXUIXGamzj0zumFZIs/9xLpAcGHuTwolFXISzuBMp9rpoe6rlk7wkTSNja3KKWysF6KgNc5THd+ZMtaHOZ4w7M+d29uV2qtkN3P4m0vlOArrKi3+aJU1BoKRmiXljJ9coeM4KG1wvX7hPBPPDwEzh5EzPIYV4/49+lAlXvE+EoJl853oJTNWB6iHT+E4Tn6ZXBR7au2UQQuBbl3nsgnd75YL2xL45evKLz/deO6d74/Gvz4e/Pk4+Ovj5K9H5o8fT+xyJQ/Hx9loxpOKRpvGaK4vaOjA28F1ifx0ifzjpyuX1XG5rDgjbE1tlVLlCXjuGrcMG8lFJCgz9JqfuUyzHRynqu5aKw0ZAnVZWHLS+y2IHjgXgMHo8kXtJSFSrwqRMbH7w2jc4H0gNyhNSX7rcsXaQSlJn5PW2LZIKeLFWSuF4GVbpzpMsMNj3+m9E9ZInlju0ZWr7azl/uWLZvZTeRRDwEymm3xfdXpqUBKk10jOeR1CbXqrrLEc+8G6rpNBNbuFmaKoPaU6JWNkLK0zHXIMMxWXUiyFsNANE2IpXlSfOztjdTYYhsZ9Vo75WhsxLv/GjLwu2qKOYkw0iDoaowttfl3nAssaqDUrZ8hJjjyMxEHXNWJG4TgKe0JCiZTJRcKSXisKNzVSZeq2nDs/S4wbvTa8H5O47Ph4SCF67KIqbIslp539SOQkhdYzdZZ4kVw6ZxkknXYpOVV8XCX7bkol7DUTnKP0ip1BeaAurPeOd16xDV2eqVYqW4ys68p+nvr7wxNjZKAzLXjFirfa2dabPru//vzTb4zOGIVtWwlr5DxOvAts2wrTlGaMIhnv9zuPx8c0yFm+/9jnmqpjg+d57LRReXsTLfVMh8yDxqnVimLgGOtZlkDrhfN8EBfLoDP6S9Wgh2QglpaMPTIglhlm75xGSa01vrzdiTHyfO7EaNhW6eB7FbBwCcp6ZkCrMlBZO8coTWYcnFZufQwej4PLtn0iSWAo+WxZMcbNFMBCyfVztOGNnYomgQpbH3NRN7S080OsfevVJlrLEiL321V59OuK914fqNJEHh5wnqIXP/edlE7lW3v5EgTj05L1denSmdGVjdo7Lgb9jKmSUlUG+arIYG8t53GSq0xttWlBNkZnz5mBoVc5kP0cQ3lrMCEwBAab+Jsrz2NnXTZyOngLjvsmUqyzRm5ZI+xMH6omrbPYlzTZWJw1Uq75jmXgsAr5sXC7XLndIpct8P/999/5zz/e+f5s/EiVI3e5vLHss9IUJXcIvBmisC49Ee0geMeXy8pbsPx0c9xWL3zL9Nm0Aed5kFMjp5PeKzllns93ubmnJLj1QS2dM4u8CzOt0lh5N2Ylb6xoAdaFOVtGr1vt+CVQ+oy5pU3Vj17T2RLR9WKxrBt9dM68s+8HS4zE6Fm2DTNd861W7UG8p6TMdbuyP096VQ76kQ9KaawxzvhdO9MBO8/nDkxlX23EEGhFYEljXwwica+YWeSjd2VEOKcFNwpyswZBOVtTN2TMZMnp8xt94JVHn4vc5DIjvg7ATogbR1biX4yKx32NwKx9yfXFg7PTmyUIo5a/1jhiXCa4tX1SiEeTQEY8PHVGrxG4dcpULyXNkZfFWPDecFsDm5e94P2Ref9QB+otxFXKrcUHQnASSFiv1lvXnoCiw0yuWKHkTplxFDAk2nGObV1ppWD8Simd94+kbHcbpndOCsLaKo+Pp3Y5UxBgTIA+qDMuOTf5XrCa1CwhYr2bz4uEAM4Hoo+adszz9LJteBvn/qnOUb3VlKQXWSgsuH/8+vNvYg0lvLdcrlcsGpvcbhvBDWI0/PXjXa2dgfePDx7HDtYyqvTfpXRilBz165c727Lx/v6UHHi9CAvtPV/fvvLxONj3ndslsgWFwZcqhVROkse1PvXhRlh0g/KctfjSXP+63ailULOqtPNMclhOt7bmoF3IkEVyxh/f38m5cr1dJ//Hc6QdcAwzhIqfznrvA2Cm6avjl5WSm2B0vU4XvplO0Er0kxiKxZggo89EqQs2Jwpwb5JArz5yWS86YK2h5CzljXEY28XcsYH/4//6P2G0CZEEYwx2VOJ25ZhqtbhEctZy2Yw2O4w5+4Qpu/a03vBmUOrxeTid0+UZl42zHvgJkjtK5nK7E4PetyMfGGtxDkoTZ+tj/9ChEbTMjZcLzgw2B5uXuid4yxI8MTgM0yE8ujKvQ2SM+b56h7eiJvvoNbbpVf4i4zAhskbLtlpK6vzrPfPjmTA+inZbDVhRn4WeKJjRCM6zec/FW962hV+/3Vlt4x8/X7lFwxo9xmvxm0qlD0ebVOXaM6VWegOM8OJtUozL/LsVS0qJgdX3H5LwplKnh0Podus0OsUaSh1gLKUXhey2QsqJEK+zMLC88rzF11Ianf0cN4sI2zrCvacsPlc6wQTsNA0KNpjlGXIemV01krKTlFBbRfSFGSuLAaOANrHZspbPzhG9Dkcz9U0wlHU/x1POKE9HlOKCmYXOGK+Ftd4Pfa+pSmrz8+Xl9s9T1u2D3Ox1qrwE5FRS4OhtKuAsPrgpLba8MnCY/UouifM8SenAGHlW+hizkJlL8lrFg+uaZvTRNQJ6dRKtUHLiGiD4Ri6D4xwYt7DEiHGTBWhFe26tSr1pHDVr0jBmh32eJ2dW/lGqBecXtm2lFCm3GIYYAvuhUe3PP114fEg9+f7jgTWGdOxSmS4LtTZutyv5PKQknN3eNknhbShH3nSdozJ8qhMspeKdfk4zOn4MBhXvLdEvEnwYjcBfVc/ojRgjMUSuywX360/ffhPS46S1zJf7F5wzmKGl4q9fF0BYBus8z0empMZlu8h1W4RHDl66f2ukrHh+HJ/msVYr+35wWTe+fvnK8+NJK4nLJeI9PPfEEi+CfU19ubEyDb72BRaUgVyaPCuzUhi1cr1sjD74eDzoVGKULb8Uhc17M9HvrZKS2sWOYFelFcISpIsesvpbPJftppxgZ3A+4r1hWFVbt9tKLUlogelIX9bAtmg8I6d9p7QZedsaw1haL2zLhVob6xrZlsjj44P9sZNb5c/3d6yxeNQBXG9fya3xsb9T8zkxER5nBuU82OeDWWqh5KxRn3W0mlgWMbhu1xveL6RUqTNl0Y/B6IXgIgxHKRpvWeeFp7bimpVcNUKYAVjff/wJSI66xDj5aYUQo3YvqdDH4LYotMYb8Zu86TJomUErmTa0PJRuRxdXT1lmSTfwa8C8chqsnQoudbm9Nb7cVn76dueyvvHx4wepNjqOMw+sjzgn6egSI9d1ZVs80Q5Wb7itkbd74MvmeLtG1uC4XheMe+VLDI7c1KUOO6XhhtbtRMdoT5TyzHboY+bNNAaGMyflfnQD9t/d9qRvzIAkSXi9E3K/j463SvzrVqO3ZbuSJwpkiM+uXYOxWijHKbnGclkXQMVCbRCsI04Xcq0FwysS4dTsfYmUIZT7mJLe0eUTsdZwnjvroop0MNQ5GE+rg2HdRJ3IMyLDqjhbzorSYFGH1tGlELwnrkELaR+x0RPXVal3QYtyzCuvQzsc60R0GDScE4qdwaQ1XUMTRgAAIABJREFUKx/HWfdptozLgnMqRpj7il4zoxVC0JhKEnKJNoSQd58YFpmX9blLaZ8XhyYIcRJyFx+oHZFoh7R0GuGqqCu5T4OpneNZdZGtd3LWOG0qswmL/GTBrYyuKQNDMmgHiqoNjstm+PP7Uz7HrhyTGDzXy0XFaSvE6D5BltuyYqwl0z7TA+9vN7yzc28Edgy9t61NbpkirC2GsCyMYcglzRGmUl3rC9V/0Xkaw9x1//2Xn36DQU4HIXj+/rd/UItMbttl4X715LyDsXQMv//zneCn/ntIHbEsURRQ64hB1QFDZNnjfHK5bAw6l+tG7yKAYjr3+4X1ssm67yLpFKbDWUMpqvyc8xPrIfepmfN6sbEM18uFbdMszwaZFF3wipMtnSXEuTAfhGAlD+1iC+kmHtih2zg4rx0DkgNawBjpyq1pWCOC6RhKIKxTEmfmBQpQihbJfagd9EGtvpnGu5wTx5G43S7kUzC0+5cv4A3rZdUctYv13/og5Yyx+j1UcQobZ4OXN6eqI9rWdapa1BnlXIhhwQBhosZrVvBWKQejyUQ0bCAuC8bKBIazeG+oZ8EgTEurlZQkkuhWAV05S6UkE5rcvWd6Vwtcy+yw4O0SsBScM2yLignrPQ0pcdKZaHMh6JzBuzEVIWAngqT1QStNNXUthOWm9nkM3KgcSRV4a4UlOKLXc+IsbNHhTee+eq7R8OW2cL8ErtGyRadWPdi5CIU0URIpF6VbNqhFhOXcpMSqpdK6mXgTAQfbzLJIuWL9gnGBVDq9a9Y9Bnjrp9nVzrGF0SI0rtQmk+U+1Y4pK7NkIOl07Z31cvv8/q9RT1yicrmZ0ax9KBioNeFpvMxxAKNJhhuC/v/jkGgjOoszdlbAfKqcvJeUVZG6nqMktnXTczBn6bW2CSocn4w0EWs1N1+3Bes1wvNWl4mEXDrMugG/rDPqOH7uw3pXYfqa3RszRz2GzxwRjPLJLTLggqXXpu5hqBq3Vmmlzs//OKkqvbfEabrEQLA6t3pvGqXPUaLGWGC7UEbnUTlLYnTm6EzS2lLyvOB0wRtrNaGBia6vxGX9RLvIGxepRdkxrQ5C1O96nJL+Ry+Z9FE727oqEyk6tvVCzlV2BYR60YjcU0ufVPEg1VtTjo4dBu90Prda5Mp36hxvb1+5vb39mzDQJpdvtOkZEjvPWvMp6ljjoo7z25f7b6VmVdrO8eX2hefjiQ2eX37+wn4k/vz+gfOB798fpFRZlpUxGssa9cBOFhRA9F6qBatZesonPkTG6GzbhR/v38lFi0njZuawcZRaZoUpk1+bNNG4rFOSO5fqRnysF7RtmMGxP2lNCpjtehV3qjYB2VojemEpXriC3hvGOxmx3MrQ+BrnVYEbA85rRnjZLlgzqPWg1cKyBKk3eucsmZrq5/d6LUlH1/Kto6Q5h/1kGBljZJRyjpoKl9uFOhq5VZaZwxKCJ8RIzlmLZ2P5+Nj1YWZMtLPMU7UVWi7igp0npVRcUDVhjSGdp0YOZjBakuLEasPgvZhU57nj+viMMl1m9+GXFRccNZ28vV3lCvZCo/eZKzF6+3xNsV3u16Gq9xIMqx9Ea4mLY7XqoDDCitemS6HVpLms9o04JwwMXV1Hq8pbgIHzjjQvk+f3D1KtPA4FAG0BFm+J3hEs3C6R62K5rpG3beG2ebZFoWSbc1ymWerx2MmlceaqyOMKx9kobVCHMt77kIhEnZAheAWNGWeoc1laS5Wqzs2o4z7d2qNPVVOdaiR1z7qUOh2rC7B2jWHmQRniAt5xVr2/1jhBQOch9DrErVO0qXPy21ivebzX7Uuven9KKeJlWY0W121l8QHPa/TTsUYybe+1u6u1CWvSB93Abb3Kt2LmJ94w91v6I2uNGFn9pVoKYPXPOrCHRpd2XljGfVIVBhZGlXhlWfBRMQzOvqJ/7dz1yRjpnSP6QGuFyyWSyjHxJAPTVYj4JeJjUJ5912Hqg7onLbdV7LZJp5CBdWjnYqaht3fRhZ3iZ8vcpwjIOj8zi52vV59kAj4vu9aZZ6Cldy9DcWkzWK9N8GFgWS37ebJdLhzHU9L2blgvV9qkDmzbKltBrzAya7CULNmzlGqd4JUZE5yfylZLbyfO9U8bQ86VGDZCWNifT3I6OM4T7x3nbCac0/9uvfN8iMtWWqcMdWbXy4b75dvbb7UlQMji63bRZNOYOQ4ZHKf07Y/9mPI7LYVcmFRGp4e5lcqyeJa4SOHUodYh/MKA0Q0p7zMOUm/8Nim1MXo6jd70fcN82CQdZCop/GRaueltCBikWGp5cJwnuYiw22YyWLCDPPlafY4ctFweUz7qpkrH0o3wA0tUdT/GdIzSgDwPgDABfRpT1Vzw3rFul1lVzIrvBTI0hlaqckwW4UZet3h4LSHnQTBGI+dJYE2Z2jrrdVOnMNUdg4F3kXXZ5ry6s64KALIGtnXFzuV8KcqVliIlS2kXN+opj4uxHme9iMlRX6O3hrELZ52pfbOa9cHirQQOpVbe7lfu26Zig0GIllSVwxIXjRxXM9jc4H5ZuV4jjibT5ZBL2FoVAa/iQwq1Nn+uealHZcq0If2/C5FWT1oR8O55JI5UCA6ua+CyBEnCPRpZbQtrlB/lsnqc0ahn8fZTjSMgn0QIZyo8D4VApaJdR20NM8N7VHXOFD4UzNV5ZWfIL1RyFsrCWUpNGBzGKSGvtar3xUuWbeZhlkvmfn+DbjhTYvSKcU7dbHlJa6VkxFl8XCm9a5ntAh2pgXqpMyl04te9yNXG6fIvtaO6FUbtROdEaoiOYfq84PXiG2NIKbHGZc4cDaNOeXvQBZPKyTq/n1A0hT6f09YqfhZDcfETeQLL7JbtXNqW6UkZvbFtHmqRQsr4OWZTJ1GrMCGgSn9dBHvtXcVn6wgk6dyU6Ms97eZ4MOeK93reRa8I8uG0TnD+80IOPtCrol01+nI4Z2ijKUfHzu7RyQ8xtQ4qIFDxEIKXf8ow42ft3CnoMxXiDE+zr11VYYzK9XJXhESrfLnfiF4dWal8esMYmS2qWD9TxvnAut4ZbUyVaNDYcBGH0Jjx+Rk7jqTIg64Cf388KFMJOebeyFrYto3jkBG3ZMVJxxiIwc9uZmGYqBHWy0hYW2ed877ooyRbrZFK4nFm6Dq4nQcfBSKsuXHbrtRcsMD1fpkL6sFxKMdiXSPG6tYrNfH165vat5y5XhcFr6TC4/mBsbNioVJbmruYlzJrFj1G46C31TJ6peSBd8KEOCOoGr1jh+e2SeqreWiTocg6+VkQn6qUQjpOWh8891OjHiPvRet9OtnnbDM1WreqBif3awzJi1/98CcQMXjO45ASyjlu1yu9y7kfvGe9BFxcYRje7le8N5x7nl6Of898czpZt8i6bayrFudpgh3tVN6ADGaYPt94vVeDQUoykS3hgm1aHmqROKZRShVTb4MjJ7q15HRwWVa27cLjxw+ulyvP/aDl18jJcp5iQw06Z2vKsR5WmOtesL1yXxe+3Fai5VPOy4xBjUGVq3NWv6t3uqynfLW1odS13oneTb21YQ2RjrLCc25QKzEMwRutIzrYoid6z7oEaAoJsnTs3J9hzKTiivpbW6f0wXNPnDPHXHssLUedkV/osq0Ep+W3e0XDtk6tOnyliHMs6yoJbN41eumDMl3urXdSKQw/8f7DCx/fpxrQSJX28XziQvi8mMaQFyssm5bLpbCEqNdqVpz0ToiOkjPLturf92GOdKaLvQ2wmmOf+Uk3TdkzA6mWujw5wTrMkMz3yKewNdPgaOdsP/gweVWwbSu1Vq6XK3HCReM2c3pqk4pM6xJ6KxznOZfkc+E+xRVtZofv55NWk9SOr87aOEa3WIGPBflcgrxP1vEyBI5ZqPU5ympd1beUnupe+lzGvcQdA0UO9NpoEwYp2KKkv+qUlGtvrJL82uj0ieO3LhDjgnOS2F4uGwwVV6UkDCJUL5suRVkjMre7IiusdVoP5EbwgXXxMBr7fmg5DmAcIdoJvYzqxv2V6/3vrNc3QlzZtquSKI08NL1ppP7+sePDyv1+Z3/uQud7S4wrxulM7b3ydr/rPclFpk+/TiSOLqMtRryVSdr9/W8//1aL3JEhWMYkerpZHbbWeZ4nfQyCVWzja17+Ulp8eftGyXKyY8acwSd6FefJeaWWxbCwbgutpxlxGYiLkBl2QgPzDJk/kxDaS4iklOaCsxCCLrXNdkLo7GdXJoMzWOdUIRjNllsd2DFYt8iYB0EzjrNkvHezjXVqJScOxXnPuq5smwxCdioPnNVCstYG+MmRMRgbuWw3vItyAHcpVIBP7v9LKkyXIubbl698/faFH+/vGqs1vTHPfadWjb/aGJ/ttZ1Jhq+Mkv3YWV+LUytz1XkmxhBGI+cp86ttAiAXnJn+hnzivDq5V1dYapFiCyaSQjudYJRXUs7EZV2wXcBNuVsr18uNnBKlDVxUJkZ0nuiVIbIELa8vfrAFp4X6vDi8l0nQ2sFz/yBEJfTlWkil89gLg8AaPJdVH0jnHeu6zPerKBmxd5yBt5sW4suySNxRpU4bbc7yR6e3MpVAUsocZ6YYy8dx8jgL+5HJVXh1YzUm8M7iTOd+WfHzd6gT9zB6nzP18ClZfYE/dTDqmcNKmm2t58xFOycMuQoqWYqqwTx3FDHGSWGGJYidZb0u5lLVjTApDS8G1RIDuUji3Vqd5NvBeU6xRy7aQTiPc4u6kDHAqFpmuE8UyHlmYtAItTah3+t0qFvrqQbKdM+PrrEyXReLdwr9Kr1xpF0ZQOjvliozo7ca41jvMbOzGHNAW3KGVrTHdDqTPn0ctcohPwbbKpRQ7QJMtqLP7ueOZP5+LzK3GFT6Wc2YEtYz4Zx2Dykf1JokIEJQQWNVbDFE6Q1eP0ef3ZnGk0yx0GWKf1TgAoRXSFyv0/Rp8cGIYm1lpHQOFZKmE9301w1h7nN+auow/u2V2a63uXsqnMcBw3Gelb/++J2cnuRz5/3PH3x8lyAnpfz5DLRaCT7w8f4hPh9oXB4iz+eTlDJfv36hzx1vKZXLZePb1zvHseO8phkvdlvrDff//N//7bd93+dMO2ImDn0McWusdezHodm9MTjH5xhCema4Xr9QUsHaiYCwau+ej0PqBqNq/HM2CrQK1+tdhkIE92ptKqy8JXjPEgVy1J8LrodVJvhb8DzPQkUL/TwR40zpnnUGJkvrtWgywVG6HNwaGckL0iZeJMYFF7VoyykTl8i6xJnkpQ9sjAu1a8nP5AExBkc6wRqWsDBGF6HWvnLHX/Gsyi0pp7qHtGfOdDKKaKZY8ZSOnNjTOXcCkhHWVtifB88ZEWoMupQMnxRi77REEyvHK3Rr2YgxTm175rE/CW5RyJCPQmG0ye4KM8Gx/xd8R6tSVDG4hKgLxGvf44z2JqVVuoFWB9t2oU9lhzEGNypX17itOnzNkMhBH1RwQa9lR7P3kgePPfHH+8mzQG6D6ypT54+/Eo/3kx9/vdNywTKwc/kbo6d1Q62DnPXwW2t5AezMVMr0Mahj8DwzKTeO1GhY9lR5f2bOCg1LDJYtOJbgWaKTj2gRw8s5iwuKBvU+kIq6kDFeIVhzSYkuY2O8lpDO8zzT9AJYcu2UKsVSiAtx3Si5kIuQ28vlzrCePkUKbXoqalEuSAwLY1j248QYjTJbkzTTGivDahfVV2ZGKYEGXUZCYz5RIrVKRSVJ6zKZcipYOuYTQzLm+256//zc9NFmUNtGH4bHeSrvvEsI0btGI9t2YV0WUkqUOvN0gsNPpt5//PImesEc8fjgJmFCF7IxRqPoJsf26z0oswC2zpFfAgMjbItipSUCiEF+H913Ome0fIeUCgwzc+Djp+/N+pk1j5Rqtet9VAejveayrnJpo/0mY0YnD0Nc3CfGZdsC1hTWReKWNTphSUZj1Ew+C6OBDxZjO84O9sdDe8XWpbjMFXLj7bayBEtKooS/8E29/y+m3mTLkSNd0vx0NjMA7sHxZlbeOt2na1GvyRft3nXfyomMCAdgZjr2QtTBWvKQEXQHzFT/QeQTSaKdS+SzcBYpI9cYdfbkrGV4/Zw2KaNE/DA/c+IXSh789ONP3G4bf/zxuxQFKK7YTotCrhVPH7i5Zc+5ClPuLdaJ29Orxge15CmVUxs2JDEnl8rHx1e+3b+TksdbT2+VEBbSGtSZtK42ug9M14J7Wy+ModhVY8aMalQban2gtSwMujO47tj3k21TUpehUYJlz1DJBK8OplcF3ninwCXnHT/88M7z8Y3n8aA7T3dCwmOF8Wiz/Y9L1LJ5aDSyxoVeYYR5DIwhxHRIHOUuz8yychxPyV6DQoBMrUTvOEpju16gibXVhlRqpVZSCOTj5LJt9FG53a6UpoCh53PHWbhdFoIPPB4718s6EwhPRbMCj/sda6RVt0ZqqN9//4MQFq6LMttj1Pig9UqrysZWd1OBKmjhqpSxPA1C1srjclk2nLP8+H7j27//wbIkpQkyeNs23p3lfr9T52x/uVw5d3V2Rz3pozKspRpLw5BL5bptWK9ucVDxYQEL19tNka+5Ujt8f+78cT9pT/jnh+Ef//jOj9fAeXaWaNiSZ10c3qtQGW1w/9j5+x8P7oew6mdV4E6bI4eBfbHRznZICdWMED0uUPrgWeB53PlyW/jpLfDjdcEYpWKqSq8YBNazfXLN5pjxRREY7c/iyjn2xwkzKOk8CxapvboRpNM7mSs/nopsbq1p14Hem+PYMQaOfLCsF7CDXuRKbgOaGcJ7FKXi0fpUBgqp7q3+H+56YT8Pup002taxUYBLhaVlhptij6Hupdc5rgq6ALVza/osx5g7vU/lkpa4e87U0VmXlXNOKKy1JCdD3+9//MEYg3XbME7KMIPlbbuyLhtLDPz7X38og92KQD2G4XpZ52h0sIRALY2wyGIgtZhYTdZYWmk0CksKBGOV92ulZHPeEJ2FBmdtmjIYucTTopFfzichpFnTGVrLU8osEEt0Ujg924Fxk0zsJXAILjKMDMsxOnD9VbwtMRJQTo8LltobxvSpRRhcLiut2Tk2V/IpRtgn5wMOEYFDVODcvs8APRz7/uTM5ysevLVORdEVWwo8Hs+5j4mv4so4hxmNdYvy1Mw91LJeqVnv47fzyfMoBAu0pjgDV+WbMgb3y5frb2Yo/Km2SvKKQhS62BGTApz+z7/9DWMN9/2OT26OsFR92CmzDcHP2Z1utmOOwtrMoBjd4Nzguq6slyvHkQmLVyVBp01cdEUf+nVbNadnBkYN+R5SWlQdO2nLGYNaTqmjGly2VU7f1tm8YdSDJUaOZqhdlYOkdFpq+uhfRqjoo5hfRTJVbEXPp2aqpSn+1CGF0yesLZ+ZMWW3bcgMR1OMp4OXln/ZFlrPtN7ItXDUzPO583F/8PHxgTDQMhvmLPDhsib281Q16YxebBfmPkizZx9EwRWTcLbe84Gr5ZzhU5IN9lZ421ZGLSxLZEx0dwyBTp37I82pay4czzvrtkkdNQbncWDnnuyZG3truJAwtdPKQe2F3ArK+7DctsAtKSfCO4MZElt4p+V2igHTB8fjSbOWXA1HHvzxyPzz651//vHg738c/PPrzuMo7LnxcRRKs+zPxsczs++F+6Own4b7s5CHIQ/IrbOXyjM3zmZ5FsNZhiJjK+Q++NgL//w4uN8Pviyev7xZfnlfeb+s2q0ELRglA1d1aAx/AgJbncZDMMZNtVbHWi8cRakTj6Lnt02hQhuGMSwNeRIejwdnUbJkrp1lTRyHQJ9xPvNmdsyt99ntdXptvF2v83mWwCPXobGn6Yw5mn3BAhnTB6HxhbXqAtblQnSRvZwSvnQRfm301JL5ZEcZ7wjRza7OwlSH1XoSnMGOLpFC1UQhJkl5x2hcLqrw3VRm9WlMK21wnmVeyh4XVs5Tu4CBRoF9fr69V1JKLytBmHESpUiN55wlpsC6REarxKSMFeccYar9ZMyEuCTx92ZsdMl/mhA/KRLODpaUiCFirWHbVvlXjMyeY1S8ayoyjcazzmrv0brc7SHo2a/5lIzZDHpvBGvprXK5CGqJ8XSjceb9/sDaSB1mZuuAM0Gu8pphDI5zcH/u1J7BWNKy4b06r9aUwpqC/HS//vorreuy/PTApDR3aE3pomA4nnrmaivz8iviajkp2BpD40cs7j//46ffahHTZzCI3r0esve3N9bLxvfvX7HW8tyf+Oj5dLi20WlFM9g+FFpkMCzryvfvHxxHwSe5n80cNVwvK9ftph/adGL0Gn01LaPjlI8lp8zh8zwZ3egFPA/eL1eMNezHoQfTzhTE0Rm9sC4r0SdJFoMneaO5pA3sWbLa/92N6X0gLStY+0oyk7jFk9bIEpc5btEMd3TNNlOMGMBHqVZ6ldHGBw9W6BQ7usY9n8t/jICETagTusEF6ebFHQtE74W8nhwvgJIP/azBkc8TixbAvan6/Hg8ee7K67Z2ZpdgCVGxoyFJgdY6r+xuZw3rZJ8dpWg0weCyrAp/cg6MjFWGps9n4llCXDlL476fdBxvP/7Kv/79jRQDrWbWdaM0jYKshUDlEhxpHsDrEidpVt+36WMq96SQy0UmwOTgh9Xw4zWw+E7whj0Xvt+f/PH1g1INXz+efDwLj73wLMr8eJbBszRKN+yts9dOx1Oa5aiSzZam/VcznbNkNj/4H//xA//j1yv//eeVn94XlmloVLEhQ1Wf2fXKSO9zgin/g5zNMnV1kCBhGPoscoxxYAOtu4lv75zHwZ536tTc96Go5zEGcUl8rjysVXjTeehZEHKiT7WiiAo6XHU4GSsS7KcKpzWB9fzEChnzmSEzc+jnDrDkAkNyaax9RSQ7LyYe1mr/NnQA+qBxjxA0ltu2ogjhoIzx+dwaA2/v7zJE5jx/NoUSMfcjfnY6z/3UZzgGt9uFUjK5FpyPNAbH8ZxqIXWVmtkXtlXj2lorl8sqHM0caYlLJwFFnvvCbd1e6I5S6syrNyzzvbDG6LxwHh/CC53ig2gHbS7pc34So2fYQP6UQM9lS+uNtCxy2U+Q65g+oMu60spJCArI2s+DXAfPI0uyu2zUatiWC60VxnDa77WTUjOtG57PE2Pgdr1hhsCSZznU+Q14u16whhkmNhSTG1VMWGte++73622q0BrDaF1Qaply8U50El0Y72T+9eo+vXGO3AWEM2OivIds7ynKCWos3M9dN9AUGxlj6UMZEO/LDxhbZ9Xt+Ne//sBYI7fyUCu+Lo7zOHjulri84ZYN9rss9otGCTpkpaqxwVHnQloZ62+MvMjmP23/5/GcrlJLDIm4JXobfPu4KwGwFVoZ5FbEhMGwrHG6V/tEDqy0AdaJK1RbJVrLWQ76sOyPk2WxGiW9/cB5HBNXfWAZfH98YwzHlpKkjdZwno08CjWf6pa6Awf5FEM/Rv+S6vruCVGcMBMHH1//YJyG5+Pgsl24Xhb2+ymshYfkNT+9nzspamHsQuQz99sHQ+9B3WPwHHnXYrfLCOSD56jzAJtZFg4HteLDwFXP41m43i5Y2+cLqV1O8g6GpZrKs0p1VXOmfP3KunjO/CAaPeR2HlJ9VJrx/P44WH3H+wsxa9QZohLcnLEy/V2UJLdGLQj/9mXhxy8rt7eVt7cf+Pb7B4+n8u1///0bbVjuj8rX+0GpcH9mcJEOJOcx3jKmFBEbMF7Sa+ctwzboldt1Y/vljZ9vgUuyXJfEtiZaFwAxLVcJQLwiZIcvSnjrAx/DzG4XmuQ8doaJeimjIgyGMdORHWhDjvZBfiFkqrVs65X9VCdvKviQOMuD88hsy8p+f2BAOR/W41OcC/tKSisxOY58TuXTVDnQMKORnCO3orn1kLDEfIaK9Y7tTqMaZFBc15Vaq2blIeDQIp9g6c0SvRRXzEiA5CMf9ztLEquqNmijEl0gppVCee0bj/2gIlbZdV0ZDJ7PJ610tkXQTCYKpRR5f45Too+0LQwM+SxcLhvWGYILGleZjg8J5x351Fjx/vHgzKcW3Xi8dxozj8YYmveXps+gDdEEUvrsUDr1kJjBeYv1UZLp1jEucn8es3pP9HESQqSPiLEb3RQxbi0Ev0AVFqiPhjcBrNdYrnceD00GnqcOa+ctYzgVqG4mmbpKPp8yXIZAnxHQRz6ozRIWiRL2abHwwcPwjDa4rIt22TGBMdw/7qzbwllOKcU+z03neNwf4IVzMgZSjCh0rco4uC0KF6sdZ6OAs33gfUpgPd10nBVTyXuNdp77TqcTw4qz2pVYJ2ZOsJ5SK+siJPl5ZJorOLyWo1Y3u2kQnJZFcqtrmfX3v/8DMypf/vorSgBUuysJnJuZ6Y4U5a7O+cQNpCrImW27YI3h+f2O8ZbjPCln53Z7J20D42GxDtpB6xlrE8t6YS8Z75QlHkLADMfzPKeUVUyin3/+hb///UkvRSqkulN75fv9G7138nFgxmBbF9ZFX04+NH98//LGmSv373dSTHy5vXEW+P37v2AIKRFDwvRKnil1LVv+ePxOTJ51i1jv2eJKyxULJO8n9VPIi7NVhRz1T7KplqKjGaxLMMmhx3mSS1ZraoGp818KdOQI76MTnKNNaXBv4Lyyp69LfCnaqrW8vb/z++/fObP2Gz54RjFc18jzeJIHdKc9Dwhpk/PBI1uiseTmqLnTo/AnPjh6bQxnKKPKzBoW1iUw3j3b5cL1unC5Lli/UFtjWQPbJfI//+d/Uo9Kr5nv9yf//udXHntmuIhphaMUztp5HIlhN6pNSicsmidbUwnOEEMkesP7tiiWNxiOck7jW6JkZSVYa19ihTaGioHxZ/aNshfMVDd9CkJksq3nSW2F4QIVfRchbZTzjrMJ8Jz5wFk/5aobLq4cZ3mhL8aQB8B7iTRSWvC28/h4cLtduF4vfHy7k7Pgh+dRWdZESJF67BirDPNWKzaLF7VdNo4zM6hcLhdJw1sD71gmbWL0Rm6S8GsfoUV07zL1Os7PAAAgAElEQVQdnlmY8DZE9K1tEH1i3RZq3+k9k3NmWRbtUEwnLfouGUL6lKzD8bk/ppHU0Xp5iXHOOb51ToWRBC1MUUCnmU7waeJWGq2LEh18YllWGB6bZHo9nw8RuFvD1KoLY0rMh1HEb0ielJLGlIPZnZnXodsbMD47OTeTCxWtvfmID4KllnxiTacWlAcC1KxIhj5EG3BdwheDoTyzAps61CGV0/X9C+eROfPBkZ+YcgIFOywprHN8l8UajAHrAs/vJ1/evrAGz/35ldxgWy788MOP3B8fCvJrjTGnI30qbbeL8mTsJCfUaQ9oTSbbUnVeXTZ1lLl03M8/vf3mnOb4rRVRWrvMcc7rwK9Nbe3n/NAPVcI5V4ZxMJxyN7zDuFntMmetxk3cesAHXTr780Gtmb/+5VfOpvB6H8LMLGY+uEPO3Ll7EA67QfAcR6GdA6ZhkDm1dAy2ZcX4oIS285QAoA+MD7QyiDaR1oXSVH3XkvHGzfGBZJ7n/tTvYh3PPfM8D1WfM94zBBndnFP15n2g9Uaj83F/0Grn2A++/PgDPjj+8a9/4geoRlPVVWaQEgMts5yIn3k/cMaJgGzhcQj3PiaixRgzAXVtmtcsLrmpOIvT2CbFhveqvD5fOAXciFHVaiO3hnEerJ82YqdW3VtRfwHXK52Os4HHvvM8Ct3ovzN2LpBbZy8yxeWS6c1OnIV8D911LSr74OINt9tFc2CGskVCopbCtqm7cs6xpMB6WVm3DRs2uovk51c5a+fvH1PCWYjB8LYt/PTlyk+/vPHDD29crjeWJbDEREpxEoEFqQxBbnSN04L2McEq6ZGG8QFnotLfvNA2ZeYntCbSQKOSi3YfAyMCc620UjR2cp6jDLrR2EMjLsNxZuowYDxHHqLrHgJbGgxHruTBlNvq8Oyjq7I0Ax8Xtsv1JZEPQcDPfd/nZ6qQKWMDPsoVfpyF4MXjsliM1bx+9EankpaotMHzoFuLdfElQa6tKG52eo6csxJ/9EqbCi/n3dxnjNdzd+y7EOddMFPnPOu2EJKjZgFPnYs6hKyw41BnuJXBRZGp1+TxMWHmWC/XMoGectxroe8xBM5jdjuTANArKm7zLs9SbzKBTrxL8FHjQKvM+N4Vje2daNttCBo6unmFTtWZFW+coZUT9xlRYJ1c9lX+oPMUwBFUfIx5QrUGDeFNWuvUonjlZVmJYWH0zjC6WENc6B3FBzwf9FLooxNtoNUBfrr4u54PZ9zk+C2MlglmTANrIvrE9+8fGnv7SBudy+UC1rCfJxgVTpfrz4K6njPjp5ySlc+O18eE9WIe9j5wv/78w2+Phw50w3hJFq2VqzoEz8fHh1yI3mF6IzgNm/bj0FIZDy/VyEGdiyg7lzXG6KDrXa18TIllViGlyYXq5hcHgzLT3zQq08N8u1004pqmQmcta3LEYLlcV1IK/OXXXyilSx2Ud1rJrMvCYz+4P3aWtGJMZz8e9CGzkPdR5p3aFD3pNAo6cwYsbcw0OKz2BzMgZszoUjMX1ceZ5SlxjloksTz2zHkW1vU6NeCeI4tsetmWub8RrkW/t0yRpQ/2M7PnPNEFysquXYFYfprHYlSqWxtCO3tnlKaYz3nJ6Wf2PmDRgbk/ds794LKucmL3gjNS05kh9d22RPJ5kJzjuiQpxNoghoXaYZ/t60D7p141QjAT+d668B61jBebyQF2NKI1+GF4BQxZjSAZ6LM3ogMsS9Shvi4wpJTJjyflzBy7Inh7FXvs/jjIZ6HkRneRUhpn5sW0+uRV5WEoSrSd5jczJePS/DOglaYLFUMKkfYpve668Fszyu3og9pUcZc6KE2H15kzZ2nsNbOfbV4sjf0s5Nrpw+DjjVwKZy9yYaO8i3yeUtvEVYv5pvgAvUNSEXVjpz/JsT+eXK9XzeJxxLTJL1ArjoaFKcGXumoMM9Mo7dyXNIWudSi5YU3Ah4XWFcucUnzJnwU5/KQCz+W647V4HUNcuTH/v9b0yVTixX36dGN/kqGd1wUpI7MI1XRFbNeukaCzhtrFTZMvo88ckPDKd+8dxcV6P30Nn7+bn7wn/d7eW7YtsW4b5ZQsOCyLxnHGTbrAeJmWP9Vmoyt1NDrt8D4pvnN+zkAjeO2CzBTWMPdG6lxyVvyxxc4xlsZH1os3Z7GktKoL7Ae5nPzx77uK7Zx5Pp+EqM/ADCh9YKbR+8XsMgZG18I9i36Rm7heJRdalfs+hkRcIsf+fI22S8kCZKIz4JOYLK/P3G9bq+W50VSpt4b79dcff6ulItRx4XqJXLY39uMgJS0Ge2tTPz3Ygsw9rQ+5IEPksl215C7KPbfB44x9HRI+Tm7V1Mo7F0QTlf/5JZGTYVAO4Nq0nKxF+ebnuVNL43J5o5SDL29XQME/rVViSuz3hwJ4XNRuxYeXKUaLLEvtJ94MZXdYS0eVl9RecmO/LsdcFRrUZ8zsZ6jNZ9cx+fKPx1Pu3ZmPEXzSsj2F6eOour2T53K7sqVEcDJOubBwZLWgtXaW7abPLwq1XfKpfIpT6I+c9cCY6br9pIH2VllSmgKBMtEPf2aoGAwMqGdliZEYPEuKWCzX7Uqes04LWDFfuK0bZZ+BSt3Qh6MPmcr8RGR4F6Q7D1HjNO8Zpk2JppR8n0vhFDy2F5KFkNRtWuNejDIJbhvLdqEzWBZhMKzt5P1Bb46G4zgy5Rwcj4P9cXIclcfjyZkL97Py9V759qg8y+C+izd1VlWUDT276qg9wds/jYaj4aM67j5OdeFGrvU6/sxeKb2w75nR9XfVPugYjiIUP8ZQ2uRaGcfokEvDermzu61yMA849l3GyFIZTZG/uCjX9ORcCeESKGMwrN4tb93LX9SqdPzMVMXWMr0cLMvCmJvFWttEe1SFtLkgIKET20yu0sH4ZF4weO77i4nlvTA8kqcK67Juy6uLxowpZ5cqjTne00EvoYSzVmwpLMuyvTLvlxTn+yVvlToLuF63WZjphzLGEuJE/FvLce4z6EjYkDC7tNoyxjTWq8y2PnxGwCoL5LnvEhD4RGmfwoeprKuNLa4SlVgZCr0NbMuGt45SMm10CQ1cEC1hjtV00euZGH2gKF1RmkdHMb5WpsA2TaPWOTCNY3+8MnyMMdqPGCcjYa34EKRIG4PjPFnXbaKi5APxVtOGj/t3rreLeFdF5sPelGVkJn2h1S6CRxW5PARPLscLGzXmuxFTmso75SH5qTj9zGES2TlEHn2fDwCUmulDbvDRIUQpgY4jY1Oih3kwGPfi89deOYqMbjElLcBrZ4sLl9tFZNbkKfkpfv124SyV/bnT+4kxlnupkrnG+Ep2W9dVHgcnumalU8rJ++2LEKl1kNKqPcbjKa14LvReWNcktMRo2Bi530+OqotkS3qxzzoo532ms/kZbalxXAie3pDWfWhkZcbk1gxB1STtrVyuCn4xdvB47ASnl6f083XhjGGodzjPr7xdErfkKaVRRiZXhdj7lDhKZgwFujgMfokwLPEaOM9TOOzg8G6iqb3Ft4FbAz7pYS8tTDS2I5+qHnCDbgNLMtyWiHdiPVlnOUvWshBDy1kso254nBlTG+/blW/fP7BOATMhWPZ6ylgpUBndaeRomhGqold6PXFhofVGsQp72rzlo0N46hAdYzDqbJO7h2LAiEW0PzPGye/RSqNkmZ5y63z8/m96HcriyI3786AZw9nuxHChY7kfB9ZotFlbFWsNjfqsUf4K3U62kX7m2qX+CR5afRL8im0aNWlH1iZhwJDrQcNy5ip1FTrUn8dJH+LDnU0XF9YLDQEKLuuBfp7CuM/utLSKM441OZ7dk9vgOHeM96wxMqzhmWUUzeXABVF0y1HordBro5Yd7wLdrHx/PmF0lrRRLayXC/f7nVYaS0yMJjr0sB4fEnvdSV6H3RgOUFSuJLNzZDqTJBWcpj1Irye9gjEyopZS2LZtgh4NtZ5494mkCWQ06hmts4ZIpdJ6JvjEmlYteUEXCiJZ9974/v0uovcoL6Wod2B6n0pHK+k92rkIu3/IezOhr7Q2eVjQhyHMXa1zKgoZkhOLMZcoXdHEzVnqmXXReDM7E126rU31HB1DoLYyu2k9a84nUhgcx87zPBmjs6wR6yz3j++MoYhbi1XSo7EaNbmBt4ZhDCl5Sjk4j8y6XUTV7Sd9Iks6g1Y61+s7v//xnZ9/+JnhgqwRzmDd/N78DPHKWd6uWqlFbntNeAyjNY5SuXg3O0yEeaczatH72VVsu59+/vG341CAixmDFAI//vBO9EG341DmQ5qMF2/kLDU+Mowc2skH4cJLZV0TZysC4jmv0VXTsipnOdqd8Ty+3Snl4O19I3hHShMCGCPXqxZYBsslbmC7bt1lEQ2yislj7TRcdWA6b81cbnnvNJvunTr0Eix+w2DoZUaSnpl8inulxZHy1LdFFXqMieuySr9dhcbetm0+pMKFj17BOgUHTe+IDIOFEN1rkTq6oZahBdsaOM6diqOOwbYspCUpMx0r1tKhQ9U4i/NBYTGTaOqiUB7bJvDlmiIzLWP6EMZ09Ms97dCf7aNx/+Mbl5QYXZ3bcar1XlOUCco6Ie9nBKf1XpnarWFiIjc5lUsbXNdNKGkgrRvDOMXvjorFYb3yGQYKPeoDsBq5LS5gmHJhmsYh06vSa8bFAfgpP67sp8Y/tTZKNpRmeOTCv58n//j65I998I9vmd8fhWeDsxkeZ+dsXb6P0hjG47yqKj9l2IOOD44jz5wSFBE7hqWXiVJvjVoq56k0STtd2efEurfeOU5x1kqulAalC8FZa1P3YQM+qtssVbsUDAxrcSHQslAbzie8s8KIzB3XWeqUXgeMj2zbwvF4SErbGjZ4tm0hlzwl78KT3N7eyNOLdL3eqP0z3Gy+l6MLyYJ9SYLdNBNqxCVEuy6LGYGLEYliekkwVkmTQxX2GJXPcCVmhyyop5hzMUaGnfDVVrGe+d97YkjiktVBlqGJNCGfwYtccJw7uRbF7tairWIfHHkSfYeeo89wJ2siWwy4oZH65XplSQs0+cna/Aw1tqtTvj5YUyDnQ74cp7/LmCGl5SQQOBeBQIwrIUUAyhzbjd7pE5uO9XM/Ul+Xah9SV9Vjx9uAtX4SL5jpaswpzsAHw/N56DJfZF0YQ1BQjPYrbeizSkvgOArb9ibzYvIvBE5Kcaps1VEoqXGy4dCIKqaV4BUYJdHEBHnOsb0mLHL5l1Jxf/tv//FbZ2Zj9M6aFnJW63PZNo5DbZW+TK+l9GAGqghgaI0ewJJVaYAh+EmEDCv3+535rJFLoVf9ELdrZImBMeqMa81ztLJhjCV6z9tl4/74mMZGAR4NFWcHYxTaGJTWZ07vqg9q0n/zmbFB+c+1Nj4eH+R6cn885k6jgLO8vX3BOQCFSoUQ2Y+dfdfDuh/HjDBtHM8spsxkgVnjyaW9RknWCI0dvMyWS0o478kz+MU62PfM88gMp33TY98nzhqsA280JnBBqXzP/ZDr0yhf/MxKbfMTr1FqUTVoI70NWh0v01/wkyY6Q27aeXJZPNumDPNPJ3KwMoMeueKNnUC7Tlo2IRFqxa4buYgk0GGm2hke+x1nvZzX+8F5nlwuNzqK1NRIR8gM7KSSDjGL9lJmXO7EZkzBhGiqjjYql+uV41HJpRCWhd61m8ptsBc4jkEfllxPjA+K8iyZGBO920k/NXPMobjV0eV1GMzwJ2dkKO3gbKJ3sZqkl/+M/pTYoPXGWZSYOYZhP6QYLKVS58tfm0ZAZVKfWzcYrGjRDkJaZ5cqjEjrDZyj5sqZd41ErA7zuKx0o/duDMvzaOTzZI2RdVv4dr+TZ5Klc4EYArUcUgzO9EC9w+LVLcuig/jMSs7zuhByPubYRsrH1+6limL7+c+mjzmFmGTuOa4SVTvwGfzlnJ2LdxmBSy3EZSGk9DLWxei4P+4EF3k+Dvb90CI++Jcbf7lsWDTGXlIiLRvGKDROVFtHbTICjiGvQynHTP40ctm39hIziDml57sUnW3OzvfEO0xD3LagELTFp1kIZ426zadBt87PoCm/xfwpHCqlMJrSF/f9Q2PFXkVZxrHvuyKHtwt2OM5SRCbOSh29vd3IucznU6DPZd1wNuB85Dzqq5BttSlgbxaK5jVub9o5Nalbe+9zVK7vMy1R7LWQwEBaLixpkYCgS3TD3IGNbmCOTp2X36w1cH/95f23z4hOaGxrZOCovZHipHh2qaGCt4xWaFTlIORTS7jW5Mp2qlrKOR2QKbCtF3I96VR8EI/FWOg00roIQ/F4UGmqesbgj6/f+Xjc2VLCeMPj4zvBObXtFtFlTaBlkTrzqdzffBy6oJoWiaUUjv3EOMfHx0GMkVxOTFR+ch8dn9x0wO5ibc15NZbXzNAMsWhqbXgbCFEPloJt3FQpCJPtZpXWupg+tnVGK+TeoTODdhxxvSh/2dm5tNOLWuqpWXKK5HxS65huYblPt3VhTYn9OOm1siyiBkvNIhrrYHDmg2VxlPPUxTEGX+8H3gbWRf6Fj/tTWIS5ZHXOvcBrxijXIPioh8laqjEs8cLz/mBYpTeaIZWIdZb9OGdiWuJ2u/H1+1eGsQQb2ZbAmeXKtsMrGGsILO5RpkJtM6vFWUbteGcIzjNG53zsQm4P4UhGL3S5+KA1DJ0UBylp2bmtgeuykoLDmMYlGoIxbMsis6odYBrWSGXltJDBdlEAjLM0hqp6wDgzE/+Uq/G5vM0T8T8QJylXeapqczQGpcO6/kStvCKSu4Uzi/xw1HOG/ihZ0jCwn5SBMcA5Lm/vr8Mu71nBUqNoru0iBocPiWFUpVtr6cih7G3ABal1zHTJlkOH3cDgmLs0L3hkL30+63VyscIc0fxJcB6lvgi86j7MS1LLy4fCzNbR9/w5InHec1kXQA70zyREEFR0iZFlSRpbNRUwY6DdiFF3n8+sZ2CIjvzl/TYr5TF5fcoxTzER7AQfRkEve7ccR2E/9b0qgfGgj877+zv788nzcdB6JZdTu7lu595FZ0KvjXwowTWfO31mrdcq2XM5xBGL0c1xlMy4ozfRKXJmtI63Hus8+/PxynnpvU0vjgjEn+o9P1V5tQ7tZZs+H2dmWN30Xvlpcu6tvcKjLmuidZGEY4oSO0xWG9NHN8bAhqSJCp3hDC4I4Bn9p7tePXvwjjzho+4///Ljb8d5ThqusA3WzpjJpnxcGVz0svfJm+l9UMtkXMmbP70UHey00TuDj47zeOKcJ7qA7XLNniXz9eudfc9c3n7Eeh243geNn4Zop9/uHxp9DOGSH48d6wO9G/KxE73omTFE6J1tWWj1M1xHqoLPQKoUAiXLRJNCwlqEMWhw7MfrUBvzZg8hYG3CGi39l2XldtvAThXL0NzVzsrMWatLakoJlXMg3teYUsYYlulUVVhPigshRr0A5jM4Sf99G/o7brcbOZ8yP+VKLdNVOysWN5PepExbeRwHKQZVkUafgbpFQdQGEJeN86wEYzFdWvfSqg6vrkrVWI9fV11+VnscZUWo7f+cOZtgsSFwvz+5bhcYjbf3K8/nnd4qboYVCfsw2NaLgIBtsCzbxEjrO7PeybJiZvASdgLpKmctXG7vuImethaWYFkCfLkmvmyBJVretsR1S+L2jJNffvoBT8eZwRI8zqOLxouw6sx0aDvIWRDL1qsuDiwxiDqrWGSpmWptCoIqlW4dz7PwODLDOPbcqEMpdLU1jjyBoHTqXNTHuJBzIbfOulxoRcvTPhVxwncbmAbEPpjvl2b4+Xiy3d6wznM8n0ryNJa8n9TzJKSVEOUZCZ8myK7fx3s/fRUy9545c7296WfoBuPsBAqaP7uQpiyOJUmVV5qEEs7BeUgtNqbrfYkBO5fyEicPRRozuFwWfFAoXMmN/ZT8uFddPjEuU/XoJq5HJOHoojJusgLt2uyslug4jzvnqVCl6AM+alzmrGNJQqh0LC4khnF0/sSfOC9vG8Dz+ZDnxxuWSwRrGMMxbNQZMgvTMQaXy5UlRYXqTcEDw2BpOCMIZ2/lBdl0PlCrdsfYzrKsWGPYHx8EZ16ZSmGO+j4TRaOPSuv0jvMUdFRrR4kHxhi4qUhblkWTihgwE6jZa8WaJmbX7AZLVjrkGHb6m2TMVkHY9T6icX6KgZQSpR6vhf556M/3Ae4vv77/9pllzei4IGAYTSRK5y2P+4Po/JTxQZwz8NFlGipZYUaWxmVT0JGxAszpENCD2HKReqdVvv3xnS/XN758udBKxbnA9/t3ovOc+eSn9yu3bcN47Rdy0RxPdb6RLBRJffezTFql0r/MQOa6VtmrIHM6HDUaWkJ6vUzOSnbrpr8EYzHdUuvMKUbmIlW+UPKgnVLkDBdY4jJ3RBvRR3VmReBC7xLWe6p1bLeL3LA+8RmOg/G0oflrqwJQdszsNqqqLmupdZC8HuJWmyqzFLnernKL9kYbmWADtQyO54Nt0bzTe81Xu0EYlKaZZ2tKWnNWCqO3202fc27EaHA2Ss7qLXG2tdbpUMn5EKRyf8hz47SUC17ZyQWp1tZ1pbZzts8iFfc2FJtZMy4kjtJe1aNzmqfboflxsFI0iTJbpppO3VhYE35U3t83btcLdhRuayAtntv1wpYsW7JctsjqIToB72ajwfWHH/FW2RMO5sWggy4EjRp709hKxquBRTueagYNRx2WPTfuz5NcB6V3jlLJZcisNgZmxtgOMzj7IPehgqKpu/DGqJodg7TeqKPhEOCxNu0bfdQ70Zvk30tYee4nNlhGz5Rcpg/LYEbjersISVJ1GLQham6uknvboFHNGAOsIXp5a/bnkzXp0ulNQUV9giGDsZgm78hwXSPpOT8fVhh3HcgG84mTRzucgEjednpBRI5lZpVoFOzw9GE4c5ZqyRj2/UmMUvHFifsYXcwx7zzbulJqmaFpkdE1qsz1ibeGaAeKU7Y8j8zH/Q6jcVkDuQpz0lqmtOkt8f41RRCDTKBLmCNWo5/ZuMBjf1JqFv/K6j0bvXG5brImWMX4SuFqJopeZ+boSmXsQ/6cYQ21fgp2Kgb4cvtBhUrTbqOPog51NNaZL6+USwXn+egwNszC3c/RaKFX8QZbFzHaDJnAex84H7W/NZZuBmm5YKYUOPrAZVkZo5PnJEe7XalmfbCcZ8X98vOPv/XPW6eLR2PQAscHdRdtBgA1RIwdWLrVEiz5JDVDNNSi8cs52TnLkljiOscSYkjd3t4YBh73B//x86+c58EfX7+ybgvGGK7LRquZ90vi43FnP9TutT5IS2JdA4zO2+UiOqadpFVER/2sEKUOtZy1Ti28XphzP8XFQals6mj8xEtrUeheWBChNj5b1xRWGHb+LCu1do59p6P8dfcJVRxjGpekwCqtsR8Hx7HjnOHYn5rLp4hPjrAEZaOEQDdgcNg565SpKcvIZiQWGEay55oLxiXikmYAmCoQYzvLpmTA2js+BuUOBDj2J8k5ei1YZ2ij46MiS1tHUajOUlqfYwdJRddl4XHK1NjOncu60WoV5qJquV96o/cyIX5wNiHrW1VQUW0FY9Hv4hw2RJ7Hjpk6em+donUdrEvisi60eQiBEtj87CwvlwvbtpC2iHWe97eNH3544+228vZ24f39wvs1siV4u0QJGlBF5b3BhIVynpI6N8HhFA6VsS7gxmfey2deOJJEzt1Lbl3hU2dlicvMgpmRxt5xNtk5O3ZevBZjRT311uhZaQUzCceN6YFoFWHBI90oJ907R4xB4+GSsW7uuIzBdGRAQ0lNno6PURLcMJf9eeczkjfng/f3d7GfjpMfbu+kEDjOQ0ggH2ilEKxRnLT3wppMv9OneqRXJZh+cpxa0YZVTDot9ksrk1QsA22ji2g9C8JcJDxodUwhzHTxT7qvqNoV77WDikl+MxcjKSW+fXxTB+unz8QG9uNB8JYtBdZVoU+PXXtMRuGXX95w9uD+8Z3gE955xdkWZcSEyQJcl03FY6nzu9ezK5XZibVT1YUwP7keUvp1+XcavHxYIUTcNBnKPjImkRp5plpTdLb933LpG3PfJqXbsNpV+hDnXsLirCK9UwpY5wF9TjBYQuLcd5ZF0l8zDMuMInd2UqqHjNQSUMFog5DsvPzH6/sQRVojxtHa3E3pQnR//fXn36zTSw0y7HjnBCfbNjqf1v2p0vCe+/OJ9Zbggn7Z3mm9TL+BqLOfmSGjo8WQs5xnYVlXXPB8fP8QiuR5kJbAtq3Ybjj3k1G6FDLTzNKbWs4QpUUPztJLJnonzTNqz9IS+AxfcsFhnKN2KRdAlVbwAWvE2g9eclxxaR68v78TQ2RLmveVUsCh/A2GJIv98+DNeCcY4w/vP3I8hd1Oy0IMCyF6rNNLu8yZ5rpE3q6rMqQY8gAYML2J3DlR3rlU2lC7LNBg+LQXSEpr46zEKmmNtJppvfPxeAo7YYSMqF3GIeOMsB3e8v2rUAYxShvfa8WNTi+FYWA/n1Mx08ml4qOku7U38BptlueTUoQjictCXBa+37+zXTdyPgit875ecClNX4Gby81TOc/WY1wgt64AruE48mdIUyXEQLADMwrGiTbMNJtu68a6LCzblWVLhCSq8naJuOjnyNWwLAlrlXFhvZQ1KYjs2lrDxw0z+nTpz/xcA24CCV2Y/pbP2TaDbuQkP4shN0mD24DnVAAxhBTvxnE2bRh6FxpGYUmiKVhgWVcpjYzHp1XVatMB0wbgIs8scJ93nv3IXK5vHIfYW2lNGlsi13daN4zzlNo5jifHeZDWQB+Fy+Wd0Q0+JMC9HNetK6K1967CxcjRPgwCcM5OQEZPZdz44PExzAAyMxflWtB+eqm8txIfePunX8gHddujgzPUbujdTTe4ozbtW2KSMEBx0yI4Dzpvl9s0y1niuvLYn/gQJwJFTvPaKuuWsDRS0hQC58jFsMbI+y3gTGEYmUKfj4rFTJKxFKAlFzCOksfL5OhcoNPUARhLq6+VDmaOnL2VaG+MCnwAACAASURBVCilhPPyekQv9lYfjVbVQXw60wXoVEx3THGaVIdoARP4aK1hXRfaqMowj4sKgvOQMm6mV376wz6X4T44buvG/eM716siI46nZPfGam+XS30psgwyWsqnc2K9EeKkK0vnOHYlnMYw96MiUJTacP/tr19+27aV89SoIcz52uecL/igpWmHEBUPW3KlZeUIW2OgN0rN+OSxwZOSDupWi25GI6VELo2ff/6F//X//RdWXD5yVUhUbVKztNFZ16sQ40bKpv3cWdZJ2E2RL7erfAajvty/L9ZMlSS0VO0JzASXeauFbEqRc985Hifeio+DgS/vb5pvzn8WtVLGL8PnjkPVSasiB7dWaDVTy4H1kcv7O8/zmEgQT0gR57XA89a9dgEFLQ63RYqSMMNevDUs0WMmp0mARmEDjPMsUS/943mIsGlglJPeTy0erUxZtas68C4I6NYqKUb2/cHxcRKcOo4UZLSUsg1sSFQMNqja7cayLCs5Z46aiUsUUG4KYC/bqk7FB/ZcZnDTYIkrueig6L3NvYuKgFoHfknTzCdTorESEzA+8+Ir0RpiMDL3WUMMkjPHEAjRgDWYLvS8nNUVWiWkjdElZMit0Eg6oKbeXYIRVWO9PF8O3dZUcYlrNKhjjkW7/t1+HIq9rYa9ylcwrOVsWqafpdOqATZ6Ny/TLF3dyvPIE8FhqfmcjvipiplL6rSu5NYJ2xXjvDrc86m9WdBu67Jc6cilnXOWE3oM2hhcb1eO86EZf1q1PO+D46nOVy7uhPeR++ODtCRM65SW5fWoyqxftm067SdGvTdanyondMC54CYTS6PQbvTdh+iptc5L284dAC+Dmlv87IxAqHIZDL21rzF07YbeNEYSNl7FXB+GkBZqFzdvXTcVHWZg3GCJyrJZFkM5dvZTPK3jmYnRk4LGw2ZIedeqlsNxiYQpIBmz6yw1SynmRQt2flJ6kcFQMRWdJa2AwvKGbeRS6VXTCBGHP7NhZj56jPig9NLRO7RG9GEmTVp1aJ/phwZ8mgw2K3z8siQuayKXivOR2+06Yx9gjMp5Pl+YlufzG7koOqJjWdJCK4oEYGivOAZa5ltFlauOMtgxprrLa6/cK60WTK+syzqVZhX3t7/++ttzVpSjd37+6cd5kA68tQQfuD8f2Ojoo85AY/DGsvoAk49zvd54HodGTKZpPxI38XKMxgPbunG9bnzcv2vxG7wkjGPMNLPO5bZy+/JFkLY+YDS2ZSVO74OVIENpbmKzE8PCZ8SsMOuDddmkyBiGgJyzjcHj/sC7IKOeNaQlceZCZ5BzprfOvu9TReUoZyVtKymp3RVrSr4ZZQ8EjvPBX//73/Bx4Y+v/8KbTjkLKSy0VjDGsazvuLiyLFLYhBg1IvGCOCqeFCXEAc4lfNQi2Dt5D8xMrgsxEYIjbYkQlUeQYiR6r1l48GyXdQoEKgYhZpZ4g9bZkmWdevI23ai9Q+lWbCprGFZQNY/nPHaMNazLxvN+l8HRWxUWrbwueWvRbso64rKyXi/050nLQlbn2l/4lWXyrxhCoyxropbMUeTziS7geid4LVODk5kzrYHgOy44mcjs3NnNari3jJ/LX1XGg3zseB+UE5I7MS3sx5NyqtqUNt8KfWF55bWMEXk8JatsvVFLpw3D4zinJLLyzFlhPMbN5btS4+zs4q0z8sBMPpNGM4E+gubp0/pdBpxliJNlDc4Jlnm7XXSomk7PJz///JOkz3PEULp2lbkWVZOjyY/T1DGkpMLLe+Wue4aeqzF4e7uR9ynTN9CrpggD8/oz+/6cXZqZKiBRH3IpeKOI3Na6eFUMtnUjBj8vH8doM+bYCTuybEr4bPUkrYvyOIy66RA8PkZRoovGSe+3TReTk6x/DCU+OmMwQzlAvZ2kKb4I3oDp1HzCCJJ3l6rDN3pKPSkN7vfO7f2NOPMwRhMjTeKVhp37W5F2x2RkeZyLU033ucz+FNR0sI3LdiE4q9EQRgY88ymx1cVXqip7RsOMGc0wkzNrVtqilK5DCYVemUBmonda6/MMWzieT/rodAyXtxvb9YK1cY7ZAzGpu6uY+eccR27k9icpQFkoUpUOY6eE10y8i1OQ1+ycrtuF0Q33+51ewPfe5i0lfMX9/qG5ZpXqaVsXQgxqdVvFOLXAaVnkWjRw359s1nDdNryH5545944dBeO8XJXRE0Lg2A/sMETv9UD4inFwuy08D6EK7t+/YnvFW0vpCrnHW0VcGsMwljJmmIuzOBtxXRVKObOWa03z1W4sj/P5UjmBw3rP5brw7dvvhHQVq8k60rZI2TFWDPIkhCBG0zBidGnv6KlDOvC4eLZt5eu//ouPjwc//PjL9K1I5QCR3gw//PQXlm3lf/2//7cWq2em5sw6Fpzz+BApHGzxxlmLvAkz/lUANC3sy9R8t1aV9T4qt+sVZ/UgrsuCcY6YpLpptbFEP3Xino9//5NgDa0dtDqIztPrDMOhQDsxdiUOp++XJmCcXyfS3GGHgd65Xjawg5A852HY4kLwidIrt9sb//r3vzCtEYPjaFnoeOM4Joq+9ca6bfTnnedxsIQIzvKtdf6ff95p2WPDYE0rT9sw1lD2EzecBAcGtdtZuPu4Rrrt1Gb0rNKxDNyM3R3Tc7Eulr3Lm9GR52DPmTC0wypVkNCPxxNjPGcWubiYQql95rEIHmhNoAPnqc6sth2sfAYxRupQy+9tV2GzXuRPGvo+bJRM1lOxdNzolNIp5UnHsHhVq7UNQlj4r7//C2s1TqUrnfByW6jHwfH4RrBR/gQnI+++S2rvvMfmgg+WUpU++a9//oM1JJawis4cZ8Da1Pv3yVXqrdGNzLspJcouMOEInmaFOx990Lpc+UsUVywfWrz64AS9tAGHl1HWGUJQVe5XodjlR2tAZYljClgOznpKUNErKS4MC0sIMp+awRjCeCi+ukM3NGRKHcaxRPBOnrUxOsc+sH7l+XxoiuLky3h7e6OPwqjKvLHWcJSsM4NIyVI+Wgu9OegStPRRBXptnWc7cdbgfMLhiEmFcT0f+m5qwXsIbhFgFLm/e88ae8WFURvbesMYy8f3D3JtlKLkRWOGFuE+cp4nxg/2jye//sd/x1on2m7tXGIi54M2ZufmHOd+0INV1zo9YEvSuLGcBec3RjcEk6ZFYWgMj+M4dhVqy0JpCq8y1uD+r//jL79ZazlnkIwPhsWLX/+2Xgkx8Hw+ZIaaOAPN/iTvXZaV3AulZgH6WuU4GgzlDwDEsFJKFbuGDg16VUa4Kj14noXnvpNCZN+f5N7IvfGxPyija96H4HXUCbo7n9TeWNLGx/PjFf5TW+exn4ypwa41T/esltBHzny/3yl5xvjOPUvNFe+kfeb/Z+rdlhxLsuTKZddzAeAekVk3NjkUyoyMjIzwJ/NrKTLsZla4O4Bz7D4PavDiU3VnRUVGegJm23SrLp0dwS4axlA/xZnSdGgUapENctsi55GmlxzSpJb6yTAyvs9J7qDkJ/QmllNuBBcYpuPmPqK1g5zSnEgGnq6sgnPsy0o67wr8xEgpiXQc9AnkU1uhw8/gYWuGYTzn/UE5M18fXxwpcz5OHMKO0GQdtNbQmgaGXGTllbvuVMApeKyNwrmUjKGxBuFA0iliba6SOfqUEmMUPtyMJmlqBhVb67hgeJ5fhCVyeb9xHHdNk11SDH12hucqzd1Iz15XzxosS1ymZVQyQVw9tZ7CUGSh+2lDUlEplGo4j4aorY6SE2dOnFlkVuvlcjoOuXFK6zzPgvVRDr8Bx5Go3TFwymO0ob7pPg0co9MM9Drwy0btFWpj2KC5pWchvosusW4UOEs1k87Euq7kPkvOjCH6jXXd+Xp8qXmw1Mns0gslt6ZQmXMCoVpDSodciBa2faMWOfmcU9fH4p2KsLqyCGtw09EzcVZmwvMm6UF9J4ktLt+vGWs04fsJXE21MGa/fZ+Zgnw+NJQ5i1fUHO8NdXRJhNZL8msNMzo5N1JppFxIubCvO3/5oUFqmEaY5Vlx0aHoPWwRDMoM7duiWmvTMFRM166wdn3eDGB6YV1V9fo8+3w1CpdSa+fH+9u3pdmaQG9g7WDfL0CY8qzK6QSOlDtRXL8N69xk0UW83zAuEJeVnJUVsc4SlwvWO/ZtwQeLj24OaEyzs8gPWqQbnvdTIWXruV3ftUsthRgDuWTlWY6Ty3altUo+j2kIKLj5Cmu1wVB5mwxHIlbsi2zEytRpQV5L1c7UGoFVp9IQg5OpwnuO8yTXqg6c3HH//f/+P//4/PUxb1LJJc4omHTZruSUeD4fYCx9GKIXh0k/UCsulAEzJa/eKiXJchsWZTp6g5RPtkUESO+DEqJDmZKB4fPrwEyMcs6Jt7erMhX51ZaoZZ33AfO//UMxU9a1NVkn50I9xKgF01x3PZ/SsL3z+s/ZfBhmgjalRJvJ19EliXyHKHv/l97Z4XLZ5+JJ5oNcO94v/PbzJ7lmSj7VGz9JtyUflDPrhdSlr5da2JadMxWwgVwKx/FgDEurg1ph8YGas7rbW5+Jc/Ukl6agF8aQSqG0xtfjSZ2AtSW+01pjvez4GIlrZNkCX78+qKWTkrol1stGronWwccLz+eXgJZZQMa3Hz/559cXy7bxdttwVf3IA+0vVudZ143P86kkvreYVolOtNveVO/bcBwp89tvP1mXlV8fH2zLjjWd3hKjWdWoDu0Grj9+ck+VPjp2DMxoRA+WQQiqY+19aCLDzIbJgDGBlEVWTqnwOButW57PRJ4huVz0IjFGRotHkmPuTIXCdFt1eKY6ra9dFGWzcWZx3yoGjJtWUGV2MMgZZyzG6OVsg8wki5+ojtqx0X0v4fsQidaMQbcvcu1Krh1rA8FpOWtN00HsAsY4ziNxu1ypudAnGp+mfVlcPOl56uIawonY+Xle4kIzg5J1ofVa+Lp/wrSFvhbsfei7NOawqGCndmc+eL2uiqpy7Sud3ivLzOe8qpkZTBKwdpXLulFb4/k8585pcpUmW4lhcNZwPu5Y6wkuUkvHmqAOEdPZ574wN/GcYnSqDihZ4MAGz5S/c1rOWTWjDnieFVwA8wpJNyW8jcNFRy0axGRpP2m1caYky79TO6P3hvPQ7sqFwFxDY50w81jHoHKeT8qZWWZQMqXK8/5FrzrkS85zKB/TTusIccVbVQhjDXEGK7ct8nw+eDwe3+6180gscwGf8ok1nW1Vat55Qzdq9tQ6IWr/1qrwQEWsQ2u0pti3jdoHl9t1MsQS67LjfCClJ5TKErx2aln9KKU03D/+8fc/nHWkM9FGVVhkTpHX/cKRDlI5pdMbFY24SVd11hKCn0/DIXnLMKcrLat8cNwfT8CxxpXeoPTKsi3UikBhceF5Zp45MUyftrLGtmxcfGRYvhPSPiyY4Gg5kWrhTInn8RQff+iFEaLwHl/3B957Pj6+iPEykdIKa9W5DK6lsMaAX9w3K0gf5i6oY28iq06HSXROwMeWlckYQoQITHYSJ6XSTjYXXeiOt7eNP//jT1Kt/P7zjVpUMpRyITglb1utjK7WOjMcj6ekxRCjqjmH/Q7wCY+hn5O1YZI3JUUdqfB83knPO708puWu07pgbCW/EM7lm2eUUuL+vGNdULBqNNk3nfDs1lkWY2iPO9RG7ZIRltVPh8oEAbogAKe1PD6/JvStg4v4sInWbBzHmbntN3I6iE6JXdmIE7WX74PreB6YBrf1wh4NISgQJjo0E0nhKJNrVmqnVk1TJWf99VJJpXLmxpmatF4rSnKthfOhF1uqhfOopGrIufFM4nelfDCs55jWU4zXoOI9zWjZrWKsKKjdENrfT3pqH7Jmy1nzwpdULVS9U0+2GVgVQ5Jqp5lCKoIWppR5nIc6x736RfZt0yveK9zZa1E9sDH/28EfKKNRe4E+2LdIbZl6NpYQyGeh1oExaqp5u9y05+kV081UJGQbfV0cucnyacf4drS9nJgd4WGcUTAwzG6a1ptCeCiJ3mh4Z6d11WCsMiCvCy14T68diyWP/m2Qsa6ronpmp2yI9IGgrK2Q5+dyTIbasooRN7rcX71ZRo90EwA3X0avDEsjl0NDrdVFfLmueheMWSBWFaj1znJ7u80K4Ewt+RvIaecC/jwPRu+83d7xYZ27ExGoXRA+5syJ0gq5Dj7vJ6NBTrOG2Cqc3do067RCSmo4tS5Qk86cjvpXrDMKB7bBWZKoD0mXRZndP6XNmEaT425d44wGqCpg4GZ+bw7Rzgi/MiS/5qyXbsn1m1ru/vG3v/5Ry5STmmyl1gVKLuzLJktvfbH/LR4tkkMQIkHlQwnr7Hc7n14mypIcZ6abQfCR80yYMDiLpo/zzN9yTR92/uE0SbiXZTIVfIjS4IwRtMzCNh1JuaiD2wfd+sagZr2ukirm8miJ24TBdVqRa+GFXFiXyBiDnBvWOC7X6+QBlWld1u5lv+w46/lfv36Ra5OmvV80sc2l5uVyoaTMx8cn+3LhenvnPNOUmQbrtvD18YuaxRDryMoHjX1Xir4U5VlKnoFMOzA2cn+c02c/DZMD7BANuXUd4hbIubGuK+um8pcwGU4vxs2Y1HBm30HKJ722ieBQmdcSVwySAF1QNmCLAXoV38oFek5s60Kpc5E8kSCv4JQZY6LsM804jAkcz0NcJDOmTXN2NwTxp9Z14/PribMRawMYx3nkiSLXfy4ODHX6OZT0T/kL6zy9e2oZlNyo/fUqUzHYeO3PSqH0qn6XWinTQHA/TsqAI4ttVIcCWWkeTH2AcZHeZN88UqIh7Iy6ue3MfhQMTgaNctC7x8V1/nfMF4S0ddxCN5HSBNurA5lUvKSlMx0SHfqLb9ZIszZB57qoAOVUEnu/XkWD9ZHRlAxfJn5d4E9ojW9MidDdQZkNa2jINeWNl918ymoO9WDoIFaLJUZjVQjxeyekC2VoKWv4F47eWrBO2RLn8H6ZjjdmyNdpcS03NTlnGWfISsmMPl/1CuLt+44JqyRRN4ORr8yN1V7KWlF2Qwhq9Czg3EbJWmB7aybjy0+y+MwcGacowhJoVcRqH5y+Z6OLfDxJEK/ukZQOai3UmjmOL8aUzGqVvH2mg9oSreUZAlRAbwyLcwu369t3YZ91fro//9Vj0pHkOeDbBeqMVJ/X66e3Bu1Fkw7sy6Z/V15g2FoVUnTTdl2r2F4pZUpWOdno+hxeLivWGR6Px8TBQOuD4zygwxI3vUD+23/92x9f9196Mo2OHZ1l2bDGs/iAeo51MI/ecUPPO5zhTNP2ZtQPHIOferpcKTFGrLGUJkfHQB71dd/4fDwxWEIwE8nROJ9PNcctooLWIh+3tDn1ijBdC2uUva4bSQlLlB6pQ2ih9zbtbbpAvr4egGyl+7LJJufcN38/TxnIGsd3wUqIImf2Th9jEoc7w6jWdFtXQAyrr/uDNC+g4Dy9dfb9wuORsBa27UId6vcwXT9LwfVkgdaLZNaWOk3Uzor+C5ZSNUVftzfZI2vlPJJ839GrQ6GpsraVzsDLJp00HZWs5/0SF37980PYhCk/WGc4jjTtx5FWO7fLm/IFixeF1hhGK+zXndIbIS7s03kjciyqikW4m8u2M0phQhE0HbbO+/WNXqoAkylL6plY9+fzQVwUQuym0yYvycWFPAbpPGevwcBYR65jvsrkMkmpkZ8PjrORTr3unmehFKMLoRZKTZyTdJtT4zwbz9p5HI1cu6b/YXQBGcvZMm0oC9WHLKbWOurolN7kWmkTMDlEWfVen9NXst95SzOO4SPPORAN6yhj4JcFjJ92dzs/j9PsOKqKx5xqeF+4HDos/kJOpyoI5muh1KzLbIg27ayjV4Vjl2nHLq2w7BeMM+zXK98NfiEwRiPXNB2Ks2WzZexg6v+6LPvch7bRvw+6nKVChODnnnRWGkxJqBQ5O+O64qPCx84qva3DqQmR4RbZuoeW00t05HTq9zOOdBZilA38mfR/e2vnBQbGBHzcwA6gQvd4vxOWjedRyUXSsHfaB3i/EMOKprKm+IE2tdrtnQfQlSUzZsqn2h0Kz6MLb1k0BPauwKMx4zvbJbu/uo5qlST/wke93X4ymsOYGdg0A0yf9Gwt50tLtDbIueqCNgPrjQaN2fUzhoKXvdXv3pExulhWQRR159yMPgBDbLEQIiknfrzdcE6f5TUunOmp/Yd35JRUhpdOvWhKmy/jgvsv//jLH6XV2fYFoPrSNeqQxUrndRhaUWw/LtIjvdeHPgZB7iyd66pGuHqOGerSck5NZo0lRkJwnKWwLSu3q3zPpQ0MelXUnnEuUFJjWTzOimcjN0dg3TbWNUpK6Goyi9bOzgZkz+zgrcOgA99M3/YWV4yxnFke81bVdocREnnbBNtro6pVr6nUJ4QFxiBGPUODc6SsBRw4eissc6/iQ2Dbt9kUWLi9r4TFz6XhUGq7FGmffcwdQaeNNnk/Ces81+uNfCZyStQJsGv5VD9Ga4QQ5uVueTyeM6D0Iq9aShLSwb5wBU1T08fnF4zOPg+D3gfDOs40czBjNkjWqksGM19MhnW78vX1wGG4Xq/8+fnJ2TvDWjF2gia6bXrOrRt8HUlsqFLwVo1+JVf6pDyb6ZUv9VVJOq3FJamHuVmWideOXjp8KZIUz+OkULj+/l94fD04HndyaZxn5UyNUjpHKnrG50ppg+PIpNI5c6EOw/2RZM3FcaTOcTRdSK1SujDyvViMmewhY+lzgbwsOy0LP2I9XPbrnBQHvdcJwlSr3jd8MWw0I8R9q127LyT3lqI8lqER4spxf+pyMmqJ29eF+/3Ott7A6fJd103DmoVWypRSHK0N4rIof1NmU6GzuLipQ6Q23LqQjlNQPgO9JK7XG6UMrFOGqhdhNozptJZpIBy+V97Ju5n9MAq+mVF5NZAawDmBNL336u+ZYECGQmoGBVt7FaLEILDrsikYN2plcVbSDpbgFlLJhCieW2mqdOhdRXS1jiniOQZhojpgiTdiCFivF7LzOkMwYu9ZWwENs/u6KXVdK7kVQnBSBIzB+VfvyNxzWYEHGbLcvvYOZiLtlxjoc/oP07bvvV4M+Xl8G4pyPnHessTAvu20ASboEDdoIIfBus6fyyvrFVUH7myUolO1b1LOY0hlSEmfgZZpVWdPcKpbcMYTnAZnH4Ms0dapZK6pAKzUxmINYLFG3TZtDNz/9d/+6x+t6rmfa8bOIpRWKu9vNx7nk9LUy2xfqOcuaYdh6LZj6GyXjdb03KxtkHLC2EGqJ3XoWeysZKp0nryvG/uuV8mvj19cL28cR8K0xnVbZKMdKPI/+gSBLUqbe8OZHpSu8pdWOz1ngneEGDiPJyG46Zjo031liPNl02gY72QZHJ118brYfJzD3CC3osVp10Q9hp7nL76UUrH6om7bDihI1SatVV3tcsC02lm2XXuVlMUHCgu9IanIOmGuraekIlSJ016j9c62b+yXizpNosPPnwEWLvvK9brzl99/zhRs4P125e22sK0bf/3b31iXlf16ZbteefvxjreOP//9P7hsK9bIHVNKxaHwknNWX7Q+8MZhQ8B4SW3X22/cv75orfPxeHLUxrCOy+1Gr53WBulMyg5MvT+1AXbBB8+gEhQTJrdG2FaO41D+oBVqU1Vvr5UlLlxv7/z6+PyeMFcfOU8FRI0ZPOcX5fr+V+5fX/z5z09KMTTruB8nH/cnR4XSDM/U+XwUSh2kCo/ceObKWTtn0eujDgN+IadMHZZurS4rYzHBfQdfcymYpiluWDCmziDepgT3y3Hm5HC0LhDWjbMkjuc5Q2G7Xt+14BwsSxB6aQbMfvzl76zbhdF18ZacviUl4wLnbJkzZnCmTKny2OwXddYs6yoGVzq5XG7adZVMmhIpQ7u+3mUtTSnhjEwmYGk9S6pxE4szoXvGWhQ+Vuf5KF17EQu1JL0qdLwSl0X26Vbxa1S/TBTUtFVZs621c5dVWTfP6IXaMn4yzNKRvuGhDEOuFRciY2jqv+xvmGHkPKpj5jYC1qj3xJjBcWaUZRBSpHfhONYYqCVh5uAElm3fRb4ICg6f+dR+0di5sxL2Pk7rcPCWlhO96XUcvQae3jo1yc4t+XfMIc5KAhxDCoEz83IuODdl35KxWO3Wuqzj1ojPls/zm6zMaJSS6cNxu71jLKzrouGy6sUTQqD1rMvbwrqukqsMGDMYtVKn23LfI6Zl8qSGtFzmjqtyWSY415hpkgD33//f/+eP//iPP/WHR3ayJSxc9stkrwRarfjosMEz5t7AGWnvy6IaRO8d1skSepxFuY3ouKxqFfT+9esso3Vul41llbXzuuhZ+3g++bFFfrxdeKTCGIZtC+RUcG6RnGO7eh8maGx0CE4IY2PVKz7Q1A1mki6N5JlJBNXeRS8jb+Ug8U4vrZSFyR5jNm5NqqUcYI64eHKRnbcUOW70gSys20pKmdvlMh0PKubJqXEeiZQSMQQlgF2gZL1whjGzn0JLUB8XWlcqdV2iyJ3Wgunc3t7UPW4DznX27cq+b4wpJfmw0Gvlsnv2dRcB1EpaGXTuX09KenI8TuJEReRWKXXon9eqn5lSiNZjrKdhKC2R8lNZDq+J88gn3Vgu24Vg9cWW9CYsxFkqqRk6bjLUKpfLRiqZuK7z15e5ZJ5Bq6mlYyx2LoVrkaVUvCRPHn2mt2HYyK/PJ4OVI1f+/PXB55H5eBxTjrIcqfI8C8/cSEU5kdKNQIhn4ywGvFLRfVhqqphRGcMyvPYHfmJcjvPBerkyaifY2WLYMhAwZuFxHBij6tjRB2Xafbd95/E8aW18yx69FUZPkqouFxgdPwOxzqpTojYtwEsq6sJucj4Zp+/RukRaTbjgWS8XtnWllkywjnQ8AQgh8nG/qzmyCx2/xEg+M/u244wGNYYGl4Hhdr1KlkLOsA4cKeGDCMm1SMtv86KX3aroYGPMXZgu3pxlCBjGzENq4/71hQueZd1IOXO7XidxoWNMnHjlXwAAIABJREFUU4HU1N237YIPO//xz0+6CVSUSzrOBMbRmlUFdSs4H+nDqB/HOS3xx5iNoZbB7KEfYofFIBnbuYCYepLjAT6/vtRR5JyS5l27nMWHOTSKXSYQqqS7GKPo2l1qw7ZEtnXDDDnfeu+MSbrQeajvdwj6Lq7LgnWWVhp26JXBt8TYsWbgLfTWZibFMMyQZNwqYxRqz/SRuFxlGrpcF6FrapulXxoM4wyZmi5Dzngl/nPFmYWBJYRJEaiNy6LvvZt7H4PF7av/o0+bZJjTwLKsxBCUWkwqILFz4ermh1ATcFdgy6gbwFo5gUrWomtbFi6rx/QmfDeyx7baGFaurfM4+Mfvv9MxpMedf/x2pQz4n1+Jbd2J3nIehd9+/sQHJ508aJE/qnAcl/XC59cHIUbOrAWiNapwDNZylkqrYJj0VT8bCycFljFY1pXHdE7QDW/Xm5wqc8pTvqQQXsv7if3uaGEVFzdRKxu9CQZ3vd1E1aXTamVbVqXvm5ArYZbbxzUSw8L15+8Y7wnWs20Xol9Y48K6eD4/f/H29lOL4mbwdoFWhKsYAtCPoQN2jfqQtK6CrN6lpefjwRa1lE+pTdijshNHqtiXtXFIw75eNkwIarQLgZyfpPMkLhc1+PXK9fqmnYht370mdn4Qj1opXe2Gr56TPkSFNUPmBTs0hcbgqdOyfbu+s2z7lDWHuuKXjdYM1Tjy6DTjuR+VR8mkBh9fDz7vgm/mbvm4n7QROJvj4+PkmTv3XCljcFb4fBzk2ulYTe7eqpF9MP+aPkcYHZbeStKLc/fmjHYv3npV81pp72JMTU+vD+Q2wEqySanQOlPWEhCTqVnHKGqB7WBD4Ha5cb4uHKP6A0ZnWXTxGmu+eyZKzvzl7/+JlBOPX//k5025gOfzwaCT0sm2XXiliemVVoQLr02TP0aXpV8XgpX7LcZFuwsnYkLrmnq7mZLGsmLmS1zpsPnz6MrXeKcpuI/xbTJR6hmWdSGuq5L0Ti4wdbcMcpbkeKbC/Zmgez5/fYF1bJcLxkdas9PKbvWdj5HS5erMubBfr9q7TZfZALkR25hdGmKU2dkC2Ok4b6AraV+bCqHWEMF0ziN9qwu3y5U+tGMdbShHYQzPx8G6brSufZ1F/SbqUpdhIy7xeylf8qkiNgPYyczq9TvU7bwBb9j3jX1fwQgou09KOcay7ruoESHy9nZjv+yENTJGYl3CXB8wUT6y5+csoGyepGC90kTkra3p7FtXninhA6gLasV1GKZjvOTulBvu7395/2MM2VnH0Bfk1WWxr6KM5pzn30j6f6VOrvw5F9eDZRHWvM9ObIG6GoZGngviF49+3Ta8jxxHZokBOwYf9yfGOYyLnHXwdT/47W2TNbgVftz2GfdnAu7K1EMD7z9/knLS7uXVFcqYT7dO7Z24bBgjx4Y1jd4KdV4m4oT2aWXTn713EXTH5O5jB2GNBL9wPB/cblecdRypgDX0Xkjn+f38bU2yoDNCZKjdDLb9psWqsxzHg1YqZihBW1sSgts0fv72RkqnFlgzgeqtodVMrtr7OGvY9xsVR9g2XIj8uL7jg8qMwrqyXa56QfmADcuUEDxf9wfnoVY642VrDE4UYkxjtKpCMWuJRs2JtQ/ONtjW25zipIV3CiU9uN+FJTdzsbxclLoevWH95BgVKHWQjxPbO+u287hrB1C7LKElFy1eqy7AVgfW68CNIZCaDuyvs1C66MjnkTlz45E7RxrkDI/U+HwWYdeLoQ5Hro3U4CwNv6wcOWNDoIyubnMcxgel2bs0YIuhzgW13GCNVgbOBuJ+ozZ9xmWVrjQDftk5S1MnSFe6fNl2ziKsiyIKkrHGtK6OVtjWlV+fn3hrOKecqUe/3D/Dohcac18wTQjrJP72XvHRKx2fRRbuQ30SrSgl3UeX1qCEo/I3ME0NCioeJWu/5ixj/j1eCXUXwqx4Fl5HuHqllfddnDqDCo5Ay326/j4hRm63G9uyYZwVEqN10nHMXV+j42dQrRH8wuPzS9K1M4oVJAV5ByIGeycjD11GDNlTFQjuvSmYNytlR59dLqMLez6R7nYMei0yEtkxpaHC/f7A+NdlLVRSLok2mtBHXciY4/7AAMdxklNmCTK15CIJ6flUm2LtDReUT6tTLXkt2rdVdcYpJ5zh22assKFs0rUOzmcinYXWLY/nyc8fP4nrjg9Sa7zTeVFzYvQ6LxF13ceoV4mG6CBbvAp4WNao4RvL5+NBbhXDNEtgZ39No0lhFSj0P/+nv/9xnhloOGNYt316PAfXy2USKVV85IybOI+ucXcYejP84//4N3qFz48HxoILTk6H4CeIrlCGdL7fflywPmCGCohiMNz2wOczkwY8c+PxfLC4wW8/3jhzZtTCP/76G0fSkqm2jHOG6+2dMYzqMJ+npoOrCudfi+B9WyTvpDL93rJ4eveCtM2FX2sYnC6PostuWDmcnLNgVVZTcp2OlyKSZhRzq9fOvgtxzjDgLGeZYaaRcbbi/MLHZ1JorItEG3zkL7//Rfbj5xeWwZHupPxJqZlc1YNhvCLGA4txHh/US2x9REkypX0VGqvQ64S+Gaw1Stx/71UGvz4VchrDUQRQRg1lcnL1MfQUn3uRcj7x2zt56sStFUkhszM+pUqwQbbWdSfEhbe3dz7vD0LYWKJXjWopOOMZQ6VFb2/vmoJr/5YS2kz9jq4SJiVzBx3JcB0Ra+tQ8ZbBTbtt5ZlO8nA0FykouJkbNPTZba1Rh8WHDaInn4V1uVCNaKgMOHMmWk+pz9mbob2Y6LR8P+Pr0FJ8zE4V6yOPrCVzmx3qy375NnB4rxfeNkvP5GxykzBQqUUtkOlMbNsmPltNDJqge3HBr+JHtVqxBo7zxLugzESuYOeCsw5KExxREpN2lb0L72KmC4pJr2a+FMMSJ8Inzu+W6siYWZYQIwxD7U0vaqOF8jDiKTmDDC/e6WdZDs5UsH4H07lsb4xuGG7WRMzdCV4/WzMMPsyl/OuVNSXmVBLOe7zVKxsGtWVZX60OZBj8/vtfud/v5JJ4e7tomPQRZz05qW7A2On6c5ZlW7XwN1p6b4uj5szxOKhFrD7Gv/o69m3l+XgwWsNZVPtdK9jBur2JgNvL/Nwog1Xyyf3+NZl64siZYeYuSqTzPgbnIdjhvkmKVtPg+K4ovj8y236jFAU7lTupxGWnZl3EY3b9GCPjuJv7Fu+Czo0pMYcgWd86g18iwUX8kB36eT4xDJwLaMk3BEGY3DgXvKpyf//t9oeSs0JfL8uLFClH0pmScADGgNGX2BqIPswf+sAvgXQ+CcHOZduBcDidNhzMFrDfflzZLxsfX4nnI4MxbItjDZGOVR8HaknbLzvBB9JZJOnsG1/3L70oavs+dBbr6Dlx5CR3UlXC0/tZ5HMmWhEa+jv8OGWoNiUch6PXLmpsG5SqQwoH6ciz7tdqOnpB4kbn+cysy8pl3wAzCZlKnY4u+mzvBW8bMQyW5cLXx0EMXl/sdWHfVu7HPzFWOucrKXqmivNasNdWAEczlu1602TaGuk8WBfPZYtYIzZVqxkzKsYqcxCDmu8MqkxNOdEHcil9PYWZaVOzHuO7L7lXHXi5Da7rBc+gGi/3SohYb3k8vzADHs+HXGIh4kKk9EYdnc/7J4ZpOX5Kg1/WlXwWWldw8vG4Y6a42abh4eUcySV9L04N+rKt60ZqSUts6yhtgAs8c8HEhW4tWD+X4pr++4iUrif6mTLDCftfc6E0QzeeXOQyO8+sL5udzr0+KF2XQ8eIc1Ub1kfyJBGfrU3MSaQZo2KtqlyFcfpM9lanK0byRK3q6f7x/oPeyrSkz/52C9u6UXJWAaSZVvl1mxNz1eeQaa13VjW5vQobM51YIuBq0m5VDYvKBKxyv9mJUY/irZWqF8dxnjOjE77lSBjS5FvjeD4mkcIJUd8lUYbJaGOm0Af6LsW4KvLiF9bLhX1TIVbvcnX2VvXrlsjbZec4D7yLc0jV52RdVmWvrAgHdsY1ltXP3p4ZALSefXuT+WRZWL3+2eMS+Z///u+0rpf143FAYw5Yr1Y+VIndLTm/Kqwt2yYCwXGc87Um2/vlcsEY1Xl7H+lmsO1X9svC4/6h13SR006th3KHfX58fjc+pvMkhleosAnVH9Ufkk7tWI/zZJYV60U4BrmqQExwxQJYNSFGO4OFfsIgnXJkZmBt4NU3on3QoKkZj1qN0FNDuZxlCbKjv2RPBK+0WA1vfVDLwP2X//T7HzknLQIHKrXp+qJ6q0KW1sR9ijHgnNwAa1g0HTimLTMxqGzbptrYIQ3PBU8qhds18Ntb5PM4OdKgNx3I3nlM9xxFwbroFlI6JZXlSi+DEAOP4yClRJkTfiuF2+1CKoltXzlSphR9eL9llKpJaL9cud+f37dwLllwvSHCbClqInRRYSGMFvB9wEwcYob493FdqUMFQMu6T6z2SdcYJA/7RC+3pJfSz9vKdQt83g8GnjK5XmeaULohVHntEyFuPKN7Rjfzi26xOGpN3L8+qNXI+VHE+D/TFyFYPn99KpHP4MyJIyV6nWGkoMS4dQaLk+09Z0rNlJJZvJojS5UF2hij1+eQ5dE7gwmRMtT5DSoq2taNVhv7fiUP8HEhPR9YA4v3XLYL6xI58wFzOXw8EyEuOC9pKKxBC89evzXzV7bIeyW9GYLsOQ+vNkUdGG4G0Sz9Rb/Ng5Q7dVhwK1ijJHeXTFaxnNPJcj9O8FbL0BcyB2itMFBi2IQopEk32GVnv9x4HOcMk06ppL4ql7+4XN/pqAioFhV0MdT+KEJDJUQ3ffae0RrGOpGdzyemlilx6GIxbnaul4IZhtErrWYdNM6yLHKNlZLxIJupkXXzlYY3RgE0g3JTfQgVH0Lg+XhSW2VZ5ZTzfsp0dR7gXX92Y7TvWJdAb2UGEXW5Gca0t+t/27vyYxavfWRJXK4/+Pj60jkzmLh2vXh8WLhednpPeuW/XhXzYjeTTff2/j53d00U4tLIKbNtF1pTydNxPKabSaYJ6wLPQ0SGGCM5zU6VsMJUAkbv33ta49T703qnDS3GcykiXseVj49PEbH9dHCpvY4+ml5tMWgQPSv5FIl5jUEB4a5rxBiREPT51t+3VrkLl+CpKeHmz3L0jjUyMPlF3DY7WWPWaLeT0p2SD2r6YpQHx+MTazqDRgjrrBpw3wVgzJ1p74ZWoKGCqhjit7Qp96rMaQZllKx9XSBQ83yB1FbkwPnfqhvXbaV1YcD1pPW6ucbAeYv1KnjvNG5X8VOUbiz0UgnrMsuIhA7ZnP7EH8dJSXK1pJRpDY6Sub2/cRynIGzezsDUwDkw1sx/QbocljWyxsgeF/nqnWP0ig+Bxc0QT3+5ijxnTmA8pWoiSq1OSqqCQbXK69y7JoTL9cp5JvZ9Z+hNrvIc6wjLJg16GGJw7JcFnOQfN4H6w5ppcWzknLhuHo9SrP/fnx/Ssekcx1P1l7xKgJKAjU7Gg1RO0UdxskVP7frF5rfWsa5XWm0cqSiFC2A1vccQWJZVL5rzCSORnw8B2VZJG+dZSCXj+5DsZexcdJpJCICzVm63q3Anx4H3nsf9i4HBzRS/c16XghksUSVM27rJpYaWwFuUnOiDEApnUXf7MyVm6br2ZAZMHxijF66bu4/XtOytkvExBuwQf8oHOw/EjTYM1VjG1P/P818NmQzp0pfLG60Ztsus8q2V2i2vrhMz9fUjV6yPeKfOj2Ein4/75B290OdJfeVGfSK1afdxiTu2C5O+rVdaF+67DSFyFKQz31beGB0lafpe4jItpNpLeO/xqEjtskn3762zTFfNGOIavWp0tYMQ7FSH0EwgDxhWUlbwsq5LulQN78BiZpnZmHsXMzNcGDMX5rLll/zi4U1cSMuaWjsqDbNKiMuSu0liejUWusG6abA4UmbdFnJ60mpnXS+qSI6iCa9xJ/cGtvK4PzWJG0tJszfcLQhfMugjT0ushpGcK71rCBxjTEenm7KdXHStZS6Xi14iubCvgd/erzwfD+Iil1jwag39+PxiXz1vlxvOGr7uX4xucC7ou9orvRaBRNGeYLusdPJ3Ti2E8H2m+hCwZmacghxbKR3aLwZPbWUy36zOOSNZKfgV3QJ6kSxxUebLiBQtI0fDUmm9klLTEr0r/yTFwcyyPoezylXVWUs8qpLvff7ewfmZazE4I+NBqwP3n//xtz9KUa2nwbBu63RavVw8Y2JK1mkrk4PKTe4KVsvqXPTh2bYNF/TUaq1rIeRVuHI22Ro/fj10+zEYw6qdrhR6KQQvu9qrjOdVNCPL3sAFVZMOVHxlnRNzf1RZ7rzlb79fwA4ehxAbtWn5bszEZkRJMK2rltM7j3qPp8PGWpX1DJR/GEqtW2/Yl032P28nmXQWxhhdio2OGZ01rlyuV7lDWuUfPz1//fnG2VbW7cqyyCq9rJEYIsuyqUsgBII39JK/MdjLEliXhdvtxu165XZd2dfAtkSMhdt1w/vAtm6a6nvDx2X2FyhM5r3FWbU5tiHLXn6e/Pr1ixAccUoDrYu59RpRSmPa9nR+9D54HKfAmusuO6H13zgbWyt79GyXC4/z1JDQm6ps04lxhmUJyvzMPpWGKm8f55M+IMZ1vk704hx1cKaTuC5YPOd5CObXBz4scu2MDgzistOnW+l8Sg+2YaGjPE5vDe8i3VilwpeNx3Hg4krBCaG+bZTaqN2S+6AZ0Zq7Ebm3FmV5nscJxpFzwTnJCdYaZSLMwNFmMj3QUSUAL3KCtYzSuKxXSk08nxm6ZQ1yzrz2d/f7B8YM/vqXv1DPNGXmhT67r1vvnM9zHjjhNdwLF1MmcHNa9MxMx9dZ8jS6ZV12zvM5pT7Dsu5EaynlMbMcgiQ6q75w7cU6zr5qBpSVMHYi7pvk32VbGZg57Td1nEw0vHWwbpE2XrLemOlotTZ+fHyxLFE29FyJ+w1r3Pf3IOfC85FZll1W6244znPmVtSHk3PWi3IMQrBTshEleo1+BvvM7F4RjsUahWEvlyuP+0Ov21JlXXeyonuj3+Ny2fX5LPpzmJmNuOzqO1rjQi5Zn/dV6gLT0tyaXmuAeHtl8ALLOqfmRju7krwLOKvqXB8dzmmfaaf7zxjDElVdLdPSmJZkw7JKmfl8PPW6sQpwD2QScK7rpdZfBpBCp89q6j6DoBqKc0vU84Ak23LNVauBf/v7X/8QgVYygZk6YIjSwLwPer6icp9cFHxptXMm3bLLEuVYoRPCtHHOqVAAxk4tnVxVVDK61dMWT+kVeC3yVKlbS+Gy7zNwlEnzxlRTYicuQVyr0b8tpyD4YYhx0iQrpTtub+96VTHY1wvBBwxokUadHza5fbR4EtwN9MQMc2nX5qLL25eWyWRzzT6P6YhZlpUlTLy0daz7G63D2xb4+faTZ1nx8Y3n2dj3Cz9//OR2eSPGlWVfuV5WthD4/ecP/u3vv/PjbedyWWfd7o113dn2XQeUkxRSGd+XXx8Ot1+wbtXatA3McECl1BNjoeZMXHaOo/D89YmbbCP1HEga8iHomdo7AcuPn7/zvz7+icExjJOzZ3Yp9D748fM3Wutct51SGyWfeO+5vv022x09fShICZrYXLCc9fzGgFuj3ZYPC8M5WRW7wdk4A6FDO5aq15zSxIEzZ/bLlfOZcBjoCWcaq7c4A2vUq8D6MFlH2mXkLJOCdRaGZQ0bdRpI2hgcee4mRv9+9tfWsRas9eqQDioLMjA7Vzqmd5FLayGu0uvTkYjTtaSUYZVE09Kc9DprUGlWcJ7zfDC6oIPeecYweCdDRG1N2Ym3N850Yob2B3I6eo5TF6dmAN381kDvchbFsMna2V/TuqyezjvBLPMxX4MBFyPWiWFlrZk8JTPdkHIftlpm26GTvDmGOiZyZo1xOjM1iEpzN4SwcJ6Z69s723pVlSw6hy77KhfkLLrLdTLzumgCxjqu13f6vDRTKThvsE6UbTNf0SGECTAcwon0greVUZOKlrouL5D1N6WMwVPOQjoSgBoaZwkawLqqPfTf//1/cRyZHz/eAeXlBBu0PI/n93JbcQE5p0op35h7awz5TNqnWadhb15YIUZeTY6v8qreVdfbRqdXiF4dKs5rwf3C+AcfxI6zqh2430/ybOLUue64XlZCiCxL+I4yGG++JeHWFMMoteCjpY+m5fms5zBMflbvuL//7bc/RpeejdEB6qzjsm/Cg9Q+9TakyU4vv5w6jTVucolYLWTEkI+0Jg139MG6CGPdmnoncspc133uWwaLj2K6DIs3iv6/v93IJeOCWvZ04He2bWHfL5jp944YWspaVVhPWH4jF8/iV/xyYxhPaRWMyoxaB78sLKvCdyFuQMA5z+Wyoqj+gsWyL/JfW+u4Xm6MIbqoXxYu1xtLXHl/+8G66gu57Vdul58MsxO3DWcXrtubXBvV8ud9UErjzB2/XcjnnZ4flHzM/gtVRloGoyU8lVEzi7U47/j1+eDxeNLbmM/cjnM71l+wbmdYT22O5/PA4sjnwbq8z3KrTnRx7rO8OjPChcfXgyVEYvT0llVCdMo++ihFFr7WiWEhHyfbsrI4jzf6ouc+eD4PajlZveU8nhzHHWzAhp2URZS9Pz7ZritjBErKvL//4Dju9KJDf1QRjJ2B3qSByxlnZojK4P0Cw3BkyXzbdtEuwyhURx9cr2/YlvGmEoBgLGV2HsQZxhpWOPV9kxwZgwJV5/M++6zzDGV6WsmzS12uvd6Syo9aJyyBs9wFwZvyUK06CF8/t9FfPR7o5+4hBjsZUINgLPuyixfnPOfzYLssWKfvXcqJ99sP0pnACC3easZb6f+9D4I11FkKN1Bvg7MKzcYYhOSYNnpGn4dGJUY380gqoVKb5AQKDk9rUMopOahJJnMT3sewDOpE9qvzuwPGBQUbnZtngP4dxqjOmLCsatibttOUTo7HnfcoPpU4azLdmDmRq/sFjPFYF9m3HR8icV2xk26xbYHRKjF4nFO3OtNEYE1ncYbb7nm7hGnLV+eRPl9RNbTOs64rt8sq27IX9+pF6L1sK6U37l8f9F5Ztx3rPOuqsPF5ZsIS6F15E2ccOVVyEg9MCBS+MS+2W9awsnhJvMNoPRBDoMyK8Ta6OIVuSlp97ukms8+aPtEkjV4K6TjEwaJzPp/4eTkZowHEmcFlf/XpDPWSBCGpQhBP0FknQ0RtBOdknLg/6RPttK8LtReZb/7699//AEMrOoSXZSHGVZbCuYEvs0jJhagpo0u2cgyG6ZShuP5oQz7/XKf2PrjuATO62EhdHyh6wxulj2rtXC43pVZtp9XEjx9v/Pr4xXk+ccYiamzner0Q40IMUeGfLuuxsdrH1A6///aXbwtoKp1epQWfuRHXq2pEnaU1Swg7tQ4ulx/UPhhmELedMYxKleIFF1Re34djWS7EZcOGFWsD56HgWzoz2+WGtQs5o1GgN1pWT0hvhT4sGNlvt21jv+xEB5fLG85H9tsPlvXKsq4s6wbO8eP33wmbY13UMV6H5+3tfSaQwySiejF9kHSyxJWUnlhgCSIkd+tVozlUZ3q/H1i74Zcr/+N//A96L+xbhFZUYBN2hpUsAZb9+jadMXrJOW/JbWrJy4Kzsj0yuizU2NkXPkNHx6Fimz5oNTNG4/Z25TyfbMuFUqacAATvWBbJqN7JUdJb/34pCIvR5gt0fL+YtqiXK85iR+cSHXEYmQN8ZwtOduN8Ep24aa1oEd2qdPB1FWNJ7XJtbkNER9VnStLY6Ko/lbNFpFrm4BWtXFf7vkzp1uDQZDgM0zHTJsJdWn6uSeaFMQT5GwWobOtKyon9stGqkN6W8W3N7rPalDmdYwytD1x/5bqUOi8pYTDqDykFjLBEfVhKn0vwifDBioRw5Ez0ATMapnewAT+bNI2F2+VGyic5J/06rUcIwQm17jzOqHXUmkrtdfLzVG2b0kE6Tsmm9cTawZkPWZSHlvUueJZtI4ZAiJZ18RgjCax1/Z7GdDAibPdSsRiGVU6stsKyWGIw/LjdCBMqCjLE5FJnVsVOWzW4IGt/6WUemPocPI8TY61yIaju9jyfOK8+95TkCrROhIrw7VIVudxOlpdeMqqc2NeVIf78/LmHmaBQqDA4jzMG6wbGBQ0p350ts6djdLwz0GYx1cQuvfAnglKOKUbq9WcMOmvbIJfB8Uy0MrA+SE7DCA45NODE2YNSahVdzOnyOVPB/dvf//aHKJxVB4LzpPNU0CTICtt6Y/GexUsean3+2hiwcxrLefbmOsH83Eyuqh+4Klla9OVPaQAOMwzPnNiuG8F7zvTg9nbRZJtP1TuOzr6vOOv48f7OkU5SqWDNRIVogdcb/OWvf+P9/cafH1+U6gGHDXI4WbOybe+09kIaq2e7jZmhLaKWWueht4lR9oSoFPEA1mXBYQnLDtYpZBfUUf58PvTiGoPeTpgdz2d+qJO4agFemwjCJT8p6eB8JLwN34huZlivdMfjrALaDccjQ2oN0zpuTon6V63XxRIDrWTy+cAzsENcnVwa3qhzIuc2F3UXPn79ST4+eL9d+PPPfxcUrkuicXGjtmmXLnoZjFHxceHrfBIWodef9y8tsQes24ZlYF2kGQUQa1NREzVxvVyorXO77VrQjq6LpQmXPQxgJu11SiDWSsLSedLxQQ6QYCUFOW/xS8SMymXfOKoYT9ZZrtGwB0cMFuc63oKdnNXWOkuYENDeqOmhL7jR1D6q0uHeWUyXFX2/XDAzlEXTl9bQGVWNeaZrMIoxQi8EPTpgWJWWMWhV+HsmMt/7iItxTtruW0aM3kJX57h1nlY13Lk2CF4d6wNIJQszMtPc+uuDXDK9y5m2XS6zpdFQU8Kv6su2iC0nvHtmzN5rZx3Lqv4Z5xzO/OvSjD7SqWDUkeLohJkpMMZQWufM59ybCLvRWsEYDYrWOVzwxODZdocPkr+NNcRVXSq9N1wMwtGLfY/Id0GlAAAgAElEQVT1BmuLXgzGfBce9TZoVUNJ8O5fsnbvrGHB2UEfVUVTHc5c5/9WENTRxzfrDmdmUDkzWpZEWqZJwIgErMFFCsbAz/2ritJq68Lkt46YO/07fDjMi+4g2fe1Y66MmUNzhDVIMg/6vDjreInlIUyuVhMGRedt0jk13XljGMExGbRatAuxGsuMsbQhU5Eh4GzQP/9wUhu6yAqtyBUWnM4UO8/FnA4ALOq3X4PMHal03D/+/tc/Xs/UPrQ0H0OMnRCsfuPR8U4AOdWbOqx3tKap9nXQYJhJdmnyORfwnkfOlDZ1OmMpc6GjcNa0tQ1NZ95pkvZeTWQ6vKVJl975eB6EJXIeB6VkLreV3jLLstK65fPzCxss6+WGiSsuemwIrMvGaEV/xuCEjuiF0RvRuVk7qn4NPVubHBWtTDSJppAzZe7PQ8U8XSiDnM+JUo+kM/P5+QHDkItw36VCyo02JOF9fH4pGVtO2UepYhmtVx7PB+t2w6DQ4wAejyfORUavlPzA0EjpSamJ1swMVyoJ75yqcGsWa6fOS0WdIJ3n4598Ph6EaHFe7qnHXZXFYSINzqTMgI9CiK+TvuycOjqMFWDu7e0m0vF0vuXzIMSFNKUVawO9NvVZM3ikB+u6kydG5TX5qtlNLprWlBzOOetFEjy5Js1P02F03a+cx4GPAR8j+TyUbLZeiWc3uMTObTEqobKCzjij10Drld7r9/9vrYYDRqfnxL7sCnDpGMAYyUJlHo5m6HNuJ9No25bpULTfodNcilxQcSEdD5xlmjOkrXuvHu/gLCVl4hpYN0EGtetTt4v3jjaLpZxBaX1rieuCQU4kjCHERW7CgRySo7Ffdi1pZ27EWUelk0pWjsIaelXifImqJhh9yBwzxrQSa2JvXUteIVQqfvK8vDEE7ygNqjEojitcyyt/ot6MWW0bLD5OsGlQ74YPhtGLrKrdss5clTGDQaGPQq5F9tGKJusX1j4sWDMEe/VuSjMeYxxl7oGMHQR9BEm1CZ9iBY2VPC/bPq1956G2bToIpwvuer3hoyPlU0fptCkzBseR6HPQgUFYnOCQbVrww/9P1ZstSXJlS3brzDZ4RGQmhq6+A3kf+KH4U4o0pcm+twrIzIhwN7Mz8kFPRJEQgZRUCVBIRLqb7a1bdanyNL3rhdQnyy33hjXKfVxT5VnWBYv5lBz9DHbmeY8bY0DrRB9w1gqtg1HMIli26NiWQPSSrHwMDMtnlk0vWSZ2iGmHlwvPzRdHCLIWOwOjV0avbItjWYxUptbpGB5Xwf3L337/Qz7xrizHGCwxqYbRyMap4yB66BvDlYVjEKP+mra0qVFa5Q6ci9PzbBlNK6OxitS3OlforoNiirNrmU7vjdu+sS4b56FN6O3xoJTO/X5JzxtQqg5FtV7cnlbAzVIqizGFx/HAOE++7rz++KFjX9PK2nojX+LC1HzyuB8M5PRprZLijjGzSMoGrItYv2DDwrI/Y/AsaWOS+D+5RK0NQkjTTmmw1tPN7BP3gauc/Pz5SquVX3/5hjOWNe06xIdEGwGsn8iTVfJcLZKWrkrwlnVPbOsTznliXKnV0oejtlnm0w1X7qz7hnETOzEGtQmzkOIqu+9khcmlpiNomEn7wexznxo8mFlxq/uEaZVWD9K28n5MsmyM3N/fZw4gk8v5mb7OZ6YjsjBY8iVronVOnepBOBzr1TXjPwqwasGHWWM8ZQPrPff7+9SRK+eV59AzUenO4PvFLzfHL8+J512dEzLcTlSNNQTnVJMbnRo4zVBvtFHmYQz1LsS0EGbPwodTRsdG/TpLvViWSHDqzynXRZz5DsOYhFa5BcekI2jwknHB9Mq6BNKyUHIlOAVdGU1Y7aEv+fPzi77wY3yW/vRpVa+1UObDaaaWZNVOiVzKfPhPzt26Ijx3pg7RWmOI81ZhP0nSH2RplRcNURC6thszpTYMuBTVdlc6FgdNGHjvvJTcrs3GOAvWykVpJ0HABlLcZq5BD/jeOsM2QuiAjAbOybTQqsFZj/caQrdtl6UdHaJrU+7hI4FtRiWYxtPmsKbzdr9zzXoGbTV6CY7eCS4QvcPO4Vm3wHNiiswMmc7cSpNN2FrLaNok7bTQqv+mUsp8KVurbc7oDtSn2mMm4cAiI0Arc6BydtJ4C8uy8v7+mBZsOUN71T/3w9CXs1iFxsouXrJuE1eF9+PiPqMSsmqbT/rBGKpRdtbOYKFeQma+6Jw1uueNLrpwNHjbqaUJ9e8jRym4v/3+6x85V02vyAHi7EfZUv+Ewxkja24ujRA8KQWByrB4q/W5jfa5hitVbMAptGaGnQyV8RkE897jTMM7dHiclYtLijqunQc+Kv3c2mDdtpk1+YAEduxwRBc4Z8f0lS+O4+Q4L2m/ffD89IXrmtolclO0ktXp7Dy1w/24ZEsdwinf39XRfuWsVPXbKy5o0iw14y34iV5We1rCGiXcB0PMqbSSlmUiT6T9LsvCty9f8cbx7esNFwP3+wUmkNaVbXuijyEuUlKviPUB7yJL8jzdXsQNyu/EZaeaiHUR7xd6vcjXwXUp99B75yoVv2zKz/hVdkkjFo8zUPrALwv5PMhVE5j1ctOYoa0r+KhysaHj8BKV4xheH3z99g2O42BbE6aPzxR2PjMW2PenWXQFx/ng9vSMnx0Wo3WMi5oyW5dbylpiFE114Gbd7z8zQbWcMNSZYV1kjEZuIgHfoueXW+IpBpboWbc07aXqmBYDKH52hoclsu6bSs/GlFq86pnV+6B/lxD0EvAx0kf/BC7mqwpFX9Qx46y6vmUoccSY1Cw5b4EqvTPqO3fgLFiX8M6wRkkQKTi2bcXML3KpleM68NOs0prM7DEmxgz7Ra+XJVa3olLEY4POtkgmNvPQLjlVqoGfG2LwnjBXiw/nosLDchmKH+V013FiOPkYqE1113b+fIMXfcB6bWPee/HFuv6+j4efNfreKyioB7ClY2yf9yA3K2MrxkR6UYygzODlGPMw77yYc9YRAzjb8EZMK291az1rphvLlhYMjTXNILR1+Cl9MQbBW0KMvN7vMPNHceY7QvB4H1SrzWBd4qQ0G+iV0T/I2nIHquOkzruVR8EF/fz18lASv9Q2LdZjtot+oPYV/ruuTBtl0gH0z44zrOidm4NjI2D1YfJQOviQ5j3R00ojWk+IDoy6hIwxM4ci3tq6JZZ0w8eFZV31rMsnS+wkb/EOnrZIHYbH2WQU+JdfX/5gyB9vhjToDw5NjHIyfPj4+xi4GGitsO3rfOOPid+WlLI6Sy4qRCql8TgPySd6xhBTwlrVR1qnzIKZXnJ9aNSVLFS64f08OI6L4GUnvK7rE5LWR1fLnvcs28ZxPFiDYfXSZbd9J18Hj8cDZ7X+56vCaJzXifPanMK6sSwLH/2/ozPlEksblfv7q1L1xvO43wVbo1HzweN4TK1Yq6914u33qi+39Q7ohOj59vWbyn9mwvrMb0QPaX8hrftM2DJdMSdjXBznnfMsanFrjevxhpuHxLf7AxfWyQ5qjFawptOHpsq0bJND5Okls6VE7nlCGfvnpuhC4Hi8cVwn6iYvXDkzmqV39ZBbBjFGHo9DTY2jsa6rOkzOh0B9zvH08oXz8WCMzrpsPM7z8+B7npf0cmDbbxpMBpxHxi8LV1Etq7eGUct8GGobMNapr6VmoRmsYV937KwJkJUUoo/UkvnlaefX50B0ng+MC/PG5acu3aYc9eG0GaNhhthLKenv89ZR8wPvDeU8idHjvOPKqli2w3DbNlqVv95aO504wuIoot5I0WN7nXIaLNsm+jWNfX1SD8moWCMd+iPhfuWM95IQ2+jEbaFn9YW3NpjT2ueh1DC4im41qn8eeMCbf2Y12ofjKE2+naaKTxNEckE/pyhdfgCttk8r65iHWcPAdOVg+hAgtLaqLeDjsIzFWllCW592bau0tg8eGNp6qiparRnkpvDf6B4QkUGKheSztARKbVyXHtreGn2/W6WPzPE4VBVQ1NFSsqT2YYSfd8NSc/0siGJKp8EbBp3Xn+/UIetzsLJRK6PU9EINcmQZ9ND3QQw65/VdUsZDE9jojWWN6im6Tnprn7RzZ61ufpO8O2iE5DHOKeszlZoPrIh17jNQ6GYdsYAxnZfVsy+Bo56EOEOc1tO74TovIWxmGHcYS4wLMSXJhdawrYkQ7NxWYNRKrxfeFhZvsRR6fXCdmUdunEUuM/evf/vtD+d1rvEu4FOk9jax1bMLYCZR99tObg3nBi9PK6/ff2Dxcl5M/MLonSsXSVfWYUzladXDmTn73B8Ho/OJKEjLKs11DG77ijVGb/IpvRgznTkTw37mTDN6qYXgCdGqrxy4rYlfXp657U/cT4WJnl+eKfPg6L3ltr/gbPz896ptlrK0SmtFK6xXUHEYg/HTzVM7+7bjQ1Ks3zm+fv1N7gsrTbt34aifXr4QUmJZNz4CTDHqw3VeJyEGrvNi8ZZWL97vd5i6bWudVjOtnNANa9pwfuFqg68vz3Kw1MZZ9Nde10VveU5fshRq0nBYGyk1c+WDPjQlX/n4TC93Yz9Ts/umA7fp0MoghYU2HwylVWKSvfF5lSuolAs/jJDXyL3S50PVez+NFKpJtnPsXG+3uaXB6+srx3Fw5UxpjZQSdh4PrZG1fBhZHmV1gCuf+rJODHbrqpPlY7uYUtEa4F+/LahtcgbJxpDbZrRpQ5+BVO3/2FlpEJ3FzOxSCJvuJd7Pw7rjeDxIIWBHx/uBShLbzB04Yd9nv4NqDiB6gxU7gsfj1K/VgjM6kKvW+dA2Zo0m0El3aLWrXM0vE86ph661ElE7RhLylChK05ReWyEFbY4hiKhs0YbRqx6gTrxuas2oQjbNo7zh/rhTWoGho+4nBXtmSoKXWuGjboiKVEiKZr5MQX3dWCWwNZg6lihbfuvq3YkxsKRISp5SOylspLjOEJ353HAYiCJhLfu24p0O1sELrijHmTpc6EYysxmfDiQ6SqcP8dbWFDnuB1dVRsKg6mrnhfUYrc0SODkEnbNAo1zqNwd9lmuezsBe5RabnzXvle0wTj/3NiS3OaDkjJs5ImXuVIIn9uAEFip3CnNLizFSeiHFgJu235QSi9P96mqNMbzcn/PF6KwjzXzdsi7z4K8BUhkhuVb7dKK1euFsg6Y8VcuZJagE6/Eo5KK7Z+8D97//b//2x/vjTikTQhi9LKAxSBMDaikkH1km+uDL1y+8/viLXho+RB3BmmiiWEvtY+Jd5ciyRU4HAQ6lhTujN3uuef4zOsFb5T9qJdfCcZz0bqYjYcgl0Zumo+Dk8MCyP+/CNLROvgrv95Pvr2/k2ojrznGeqoisKoyKMXKd6krwcYE+sEbY7uDtzH54Xp6/KV0fPT5E1qcn4rqx7ze+ffuGDekTAb5tN0LwLGnl6fmF0goNg3WeGBSMen+7Tw4WDDKtHuTzwXXcNUlF4QL6EDk1eEcrB9Z2VX86Q7ne+PP7n7P3xDF6IXrDliIlv1Oq8iGlFUJcaT3jTGBZF5Y0OyyCp7RMmRtXP/Ms2DLc73fef554J3qA9x9oEyV5B4PFOxgW7wwvT7f5v1uOXKkDfv36hdf3N/WnOD+zrArjhWXluE5hJoqCV41BXBdSTJ+BNmVBZJ1m6KWwrFHTcNY6zyw6Mk6B11FkFY4pYrj49Wl2Xxs9LGIMEqQmcqbVirOGdVlwRj9zb+0/A2+GqakPPFZy5+gMowyJ6AMGa8YEjKp9z4yOnyjznAspevLcgDAGHy1bcKoINYMYPKOqP35dF7wx0sy9Uxf9HKacNbN+YBD8pCr4OY1/mCaqOjnG6NiB8CetYec03IqO6DITaNOuRcOdjA2IyVbL5wvAWT9L09pMbeu54JzDRz8laf5/E3KbjqUyj8l+Fr7BYI3hk+TQkHU0eseyKBMxmp33vU6ZpVajQQwJ5xIxPeGsJnR1xBmOMvvJDRjntL123VAkGRlqN+Qptw2jl9LqnaZ/Y4ghacAIYUrZGtBc+AiA6kY7+iA4RwyO4HWPiMFjbSN+bCPWSUmoBedk4z3PByEGSivYObgYI6Bjrw1Lw9nBNnvt0xKm+cLMYPLAeQ0jmzekaDlyphfZuUvT9xCjvaS1PN1YMhwsa5rWZOV3xpjUjfOkFqGglN0rWFR5QW+kaDFDilBtkItIlqOB+/2XL3/0/tE5UHlaV5w1WtUmusJPBspt3Xl++cr/+vvflRj24vV008ilkdaNkBKlSwKTHWzwtGkKx9qZ+oY0rWkYizUB77ygZbnw+vrKR43sMbER+TrpvQrvgfvnhGcNv/32TWG1tx+EYCdEb750gLf3i22XTLDtL+Ly10JaF7xzhOjk2zew3xb2p51yFZY18fLtedr3xGhy3tKuk7fXN1pTn7m1guW1Kg2+ZQUovVNL2XVe3B+vgt1ZSYTv7+9qdcwn1mpi+5jirZMO3GtlDBXcjKEDWz7fp8NJoMLbfvs8eKaUPmFoIenX1aq89qbLbqoXj3hSxupoBnJeqNbXc53S3D8epOP/05Mi26iGzIDBtkJyQfbHKPaWA+7HAwYs3uOt0cTbBsd5kkKQju3c7H6WPOasE/pi1nAGnziO+5zQAs4YWlPw0MZEw3I9TvZt+ZwEv375xnWe0DO/3OInFjt4JxKzDyzbOgNWgtH5OfE76/Eu0Kly9Tgz3UY6ghv7z6bAFCMMPnV7Z/s8xkrnr5NmHKIBK9xNK4UtLQRvZ52AKliVMxGGIgRHcB9H/C4Uy5TvBn1u0n5CJwUArFnkCOsstTdClET6kZ1po4n+O3MJzis4Zp3He1lwY0z44GQNtWrnBKacPe9ARnfHqWPNz+y0ldY2tyKnatqUsI4ZVgtcWb8/MQT2baXWi94MVzF4Jx5Xq0KZuBC4H6qTTlMJWdM6N0lH9GpJDd6wbnpZLMmyr44lDJxt7Itn30Qt6KOJg2ad7PRdw0ArjefVs+4Ob4VlyaXR6sTSGNkufPCk5FiWwLIkYkqyxM6XpbVBL+DRiCnSqtxVbf7eresqV99E59+2BdcNewo8bYvoy8GSvCV4SPNlMUaTpdxberuwZghhZA3WVryDJUSV5l2ZStfNqwv+mryf7jtL8OJo9VJY40K7tIWFRZIvVXW81hmiNVAkRS5LlKTc1PFy5sGRdYccA9y//ssvf5QqFkpKkdui7MV1ZSEUcpsW0wXrPX9//S7LF356/aVD1tHBe20fHRz6ci7R6V4yi1060hzHGAxrZcOzs1caaKXhY6T1WSk65YDWGzEE1mXBG0taEvvLM798+cL9fvDjr5/sa5wroJAoznkcAxcjHXn+t+2Gd551WYRwNoMQDLUcMCrGWx7XO6NmWWJt4x//9Xd6yVjTpM2PjqHS20nyXfeKrt/o0SvQAFWQxim9bdvGuu4YG/EhENLO6ixjXDyOgxgb2/bEsnxhGCVk07LQm2o9nY3c1hUMfP31b9KGPxhCOGJYp714iDk1mFWbC4v3lKoJ4jgv3HRigaM1R1pfOM47o6ngq/XKz9f3eZeCry9fcX7QrqLQnDVsy4JpjThPg6+PB8MYHo93hhH11g9Emx2NPKe/dYvQG8MESpef3Ts9FJwxjFqno/JDymkKzFlLLRetXhjvMSbOF6DG01oLw6Ae8CE9/+vu2bfEGj1rjNomQHWpVg9sgNFEkTbuQ3KTu8kai+ngjKZuesGORgyWFB2jarNek4dZL2t6Y9SpaY8yJ2RN/8+3HTfmPWbKTs5Z0rTGj9Hxc0rvQ0fD6CUxXCVP3JDuhDmLsnqc5+f9MedTwd+ujAhGvzdmyjkheqxpYBzndclZlNVznsspuW1ArnIztZnd8EHSovPKKPSZEYizFW/MDdPPrahX8b/akJ05OK+Mg1VtQmUIeDn5e8MMrNEhvHXAuRkoXbG4iTC55gupARnrOuvqicGyLo6vT55fnwJ7MoQIL+uqyoRtI/rAskZu2zZJ2YOUHM9PT2w3y7pYtnXBR/Xa+LkNGesmEVqDsA7jC71bzkcWJdnMMXVKU6VMiWrWUwcv6gDmn3TpEIWsWZeIMY3RM2sceKPPk7FAr9P+3gl2QGskD8nZOQwaSsscx+y3p7M62cPH/I4qSKiboh2qpjBGw/vxOFi2VW7arEBtx9JrIVk7ax0MazIk59SUaQxvR6cU1QJ473B/+/3lj97nl7YI96F/6cEShWYfM+F65oucr88D3xhQ6HQjPtCYVsJWK+sasXZ8EmTHEIZExyUz0SSaXrDqexCtc3CeJz6Iy2JnyYvBEH3gOI95EFNz3dvb23RmdVyQ7fRxqgExxMRxnAiiqA+N0AsZTGGMwmiS7pakF1lplX29ke8P7ERHaB1NpHXlo5VR/u1ASppytD9bUSqb1sA+LCGtDCBX9Sbstw3nIwZHebxRsrrSP1KqbcCV/4lbHtOJkWuh9EppjVwM+TqVZnZB0L9c5ro/FBhzYmPdv3+nPg5qvcj1lNPj8UY57ox2UcoFozGGNr2SM7U1Hu+nECcBjrcf5NIJXr9/3odP50odle/3V64BmKDpcK79AaHg346Ts2rbdM58Ok/q0Ioc5kvm48s2gNokoXRgDAEOXRCKJi07rRtyKXgHDliWG7kUHo9D24TpfN3gafOs0csI4GVwcLObwVhLCGpoFNFUTLePPpkQhHexVglrPw0RKQa8hXJcLEtQ8np+PlGIeurlBtc19S0pajutVUNXbTztT+Dk2qJW/TUxzDyHIcUkjtiyauBqjbQsc1qv0IwQJM5PsKe6HZTvmO16WBYfJbE4lU6VqoCZD0nOqo/unHnHCJORpGZeO4+xMhl4K50+hQhDrqPe22dgsDSl0D+kL8ygzRBtH33WKOhFH6IQNRgznVZ2bhx6/pyPE+fA2Y6Pli8vN6xppKTfM2s1yHmvnBpG3d4dQwg7j4Ykl9qozTJMQATryL7vpGUBY6lFGbWrNIxdYDhy7fiw6NnR9MJjUmiPo1DrR/Fa053BR4wVkRoMtXf2pxshJUKKjAkn9DFgLCxBGY7jOkkp8HRLOgVYGM6K8G0tzhi8g2hhiUk/fzNoBnLptCL5fw2GlzXIYDQ63sxMD7qf1DlAxhBmudxUmayDrsCjGQZQSZYxnZQsS5R6wSxbu5qhD21nwXvcf/9vv/xRa5PLafi5uk3C7GikGBQMAzkGpkfc+il9OIu3Rg+UGYzxzhKTn3KMoQ/VSG63J+muWPJ5EazqGsesMm1NTYExhtkD4Ag2CDs9HQRPz08473SI9uoucM7ND5AS0T56Xr68sCwrLs6EoIF1TTw97cRkqPXk9iR4YfAyAlg/A+Z0ynny22+/zynYquzHy6VmmiH4gPcLrWtjqnWwLquOXjOwc10N6/SSqaXibZDVt4pSfFuToIPBEp0S4l++/kLtjuM6aI2ZyVCieH9aGcNRsiEFYe+NT9Rm2LZND1NrWZOsfvu+kRZNQuttYVkmMHE0YkoyIHij6kv0RR+9Ua7Mcb+IdspGpbDdvpL2G/k6uY6HOpbHIA/D2Q3L/qQAVBb8zlnDtq68vT9wywJOR3WDtpLHdcpxgmyrztp547k+Q17qgIh4J9mv9k4IiyB/TnccQ9cLP88NJCW8MbRy8mWx/PbtC8l7XHT4MAcXM6aNdL6weucjuavB6KPmVQaAMCdQM+2xwZopmyRilJPIO4dFyBLn5uF26FbyAQEtRRteDA7nFEYsJbNvwpGYofyPmWljZ43cj8hUQB840dOnnFAopX7yroJ3ojQYJd/NBH86q+/WlSsDyVwa0CRvrdNRKWusXFYiAeiBaDDT8aP/DEEH7daKgnIzWS179CrH4Ex5xxAwM/dhrVcOa+ho7JwjX/P/wynY6qPFWQUOYzDEYFDZ3cDZQe0acIwDbwbOVNZFg+GS9FJLRgHZ16NSskCTy/YkubCPz6xRG4NcgRHwcaHUQfDaRENMU5oyUkKMIa27KAbRfz6nDGOSvQ1x3VDV6+D2pOFgGNULG2/k0NwWUlAuhS5cizGds1XctkAM2OBZtpV1DTxtkdsSZKO1co8BHKXyuBreeFJMxGjI10Gp7bN6o7eBceZTfnReL/uUAl9/eWF/2ojJsK+ebQsYKgwpLN4JheRp80asl/HbQ9uztZbjvPDOBkA9vqYbTjI9eFJ0tHYR/U4YgW4GpVwCy5k++0Aq1ujtte37bDLTNFynTRSno5Fxlp/vr/SmCtKP+tfROnFa3Pxs21KyMsyAVOZlfVZi1MtP/+3rV57qs7aV48Baj/GwbpFOJxnPtkV6S8RlmViEznk8CHZwlkbaNpyB+/s7fcx0JoNhDY/jla+/PnO2U8f2YYnbM6Nn+pz4jIOzlJkSkCzSR2UYhwuWfGW2fcWOxutf/4WxkDvS9a+T7gNbemJ/Dvz8+ZOrGJb2JFdItuRTfel9FgbV2nl/U3iytYyJFofhkR+MYTkeF9505XnMoNYD1Xwqx2IJ3F/v6sK4fcG5hcfxoJyXMh1DcDbmIVmB0ZP9+YVeG52JFrGOYWZ7Yq1UA906kTp7VULYenorPK4DG0QvpWZaR613XTelFBaqMRCEYS9UlnXlZX/hz5/fKa0L3TEDntZH+oByntKWQ8R7x77tnNc/NOVVpgEh8siocMg2wr4TndcNwXrwhlJ0f1qS5zyLEsvB01ohRIstnp4zZt7zmHkJobC9LNp9qK+6dbqdriRdCVDMoU17bietwqMkH2gj48Og5iqIfApcx0nNmSU4TJ/E1m4ZHXJVic9ihRTvTt8/PSAkobTu55dfB9xSMt10mjE0w6zebXTTyV0p8jEMObcpk1piUOf3umzzVqabzzUG1gUMnZoVUjRBLY1j3uTGGJynbhfDNBiW42EIk+j60YNx5TLR9yoLa63M6miDDxY3KtZ2XNDD+CwV76ycoNsyA6oOZwbP+0b08P44eXu7KJeqnLuffCfkprzyITdbaaxr5Dje6Mby9PyLDEywlrwAACAASURBVDzbwvtD32ehzCUqdKu/P7qANY60RtYFaobgEq0kKQ5WLxpvPS6IAyibr5yi3gXq44DWPmuDz1YE7+xQr4rxwr87YBmOdYHgDMlEYlRHSr4ydjhaN7wdCgnu+8LPtzuHgbg5hrXc3zPrvukulk8cTcP6MDw93xhmYqfKoOQi6b9O5aPrBZ6CgznUOwOPXGkN0pqgG7Ad9x///m9/XOcltLGZlZchajIsmZenF6xLas+bkC7nDE+3jSVG0qo/xcPXDx8jySYtCx+pV2sttqlXfNtWepMbJMVISunz5eOs8iAxiqjpU2BPidt+Y903nm479/c73ipo1bt+KN4ZfvvlC++Pk5IH5aqcZ6Vky+Nx8v72U4dJpL3++PnKdWiLaZMKLI+0Yb89z8pNQ813Hb/WG9eZ8TYwhmOYLvppl6Wv1oszn8S0kq+D3vNMKyvctO43lv1FYbakhGordyyF6zoBVX6+3U9s2FnS0wwm2U9N1ZmEQayiWjL39zes8dSircBZfQHbdRCTw8aVs+rXeZXJ9wqJUjvnUThO9UhY63kc1+xz7/z4603reinYwWf4MvjA9x/f2faVYB2jqleEXgm9s6fE2wT3tV4/A1OtyFO+324cpyCCLibisjKa7hfeR9roPG0r76/vdMCHOOGJ5RM3YZ2mP8kmkiXP4w1mJ8kaEzlX1rQSaKzR8rQqGR5dmIBAM8OCHzXHqhLQVDoNhMC2bowuG7NS+JImnZN0cRwPBcym1d2YgTdNk7HXhNqHXpYxaRL/YEUFMxgtTz3ca9twSiuXfGCmHj46ukW2jweRQrCP88Q6HZNTVKbAeM/9PLHGzy2k00ejdqPOnMn7CkEbnDFK+W/7piS6kW5eu+zD+TrxXgf92sp0Q3ZM69jRpi11NkQONWvebisdsaFiiGrC7JOHVYqUDReAadd2MxcTxN2KTlL4B8k7xoWOJS6Ltn5j6eViTXH+NY3rOHjcD97uldfDUEjgEsFFjuM+s+Fyna3LinOw7RHjPVfutFpnsZsjhI2zFIz33PYdS2VdzAwgalr/+mz49pyI3vE4dbSWySTJsZZPQhB5ebRL9cij0K4DqEQLZDHqvAPvYI+OX59vvCQdyW/e8HW17NGxxYjpmT0avuwrxlrKPDfoWZq5lwYuzrpimRdC9MK59Gta12WCebw/uK6L++NOmyl8KRCStnprrIsnLX46AT2Myuv7yVVhW1f9nmPxx3FO65f89iFG6X7DMEykDoHuVMHYCd7zt19/xdrBz/u7jtm3hb///a/Ju9dB0Llpx6yNZVlppbAui/gyRdWjT09P0lFHlxRgIC4RZ5i1muIBAdzv7wwLj7v00eu8GAiIVnIm7Ym///2/OI/Ksj0RouO6Kr0XyjyS2onHyHXwfPvCqJeCXmMovBMSx3FQjOM8Lp5fFsK2cx4X4/0gn5k4wYfWyVue0qY622KwvVPyfeZNVnoxNGNxUX3O3TyovVGuJsCjT5SaWZZVCJFRCW7j7fU7xlhAPc1mOEwXGbTUwqDgjKYw2zvReKyrDDKlzAfu2AAdD3uvPB4PrIWrFlqpynjUwFUHDEdImypynWG4SJ9Oo+AFATHO066LFBfM/ID20dnXZ67jwdfFU03HpUAvdko0Uf3tY7Aum2zgJhBiwHjLumyipj4eBO+pdfCPv74zcsOnNG82juB3MEp+96aX1rIsvL29cRzaLH1IknImcG/QybXP3nuDN6rM9ZPh5rDgPC0E6lVJ0am+FkuPnto613WwbxFrLe/3OzElWggwHGe+iPs2XYSO56fEdT3w0w6ba2FJgfM4RV01ht4H+7IIddOqjvTMXm4MJkxo5cw7XVf+DDmuqdFLY1923gCMB7vwZ20kpwbG98fBwGK92jJzHrIWnwflvFOHIS038nVQu0K9jMHjruCnKhLUvic1QGwqPR8aDOUEfHB4NzPVvSOVRBtaiAFfPNsacSZQqo75paIw4EyhCzZYWLz7pD84oy7yjqTFUi5e3y+V1p0RaiM6yzAX16UeGcPgti+0+jFgSBbrtXObSf77/cGyvZDiQh2dXC6aMdQCIT4xvOFxPGgVRlLVwbZ6atadUBJfI2IIphF6w2N4OysuBB6nnmelPnSGooq6cBXW1UN7YG0lusJtk53+MSrBwsue6F3ARm+mouEGz3uilov315Na32jIBXnmzj07mI7B8jg5jjsX8HY82LwXtj04Ho+3aVQQOTdWyavbGgjB8HbPtGLozn/eYaW39Ym2OhnOcbwduvlNCKjCpZK13H///bc/QNLCaI1llrCUefRdU8IZy5HPiTiYuI7ROIuK4L31HI9TnmYXZyXnwsvzjXVTHWKYrYS1VYw1vHx5mrgFTSV+8dhgpz4sW6G1cgzEFIkpEb2cVdsu3EftneNx17Tt5KAwY/J8ep2unYr1gWEsNZfp5hIJuMxDbUiJbjzncbCtC9uykMvFtm9YF+ltQJtlp6bjoofRKdcdxqDhua7yOaXkfPL+/pN9WfHR8n4+CD6yLE9YE6d2DOeZsQzubz+ldDTDtj2TW6XVB7UeGFM5HgfHcSgpSpVkYOynvdbaRGlGOqq1YB1x2Si1c7+/MYYkBgXc5MR6PO5Kzk7qckrCyNfc+Hl/SJJqjZc14a3s0LV3ah9COptGt3A/TsboPG+Rt/tJJjB9ESxpY8zGOe8do3VqGUKOeFjXGz4mfnz/Qc4Hxs/ej2mZXbdd9QGj09Gx9zwvlmXlui5lE1pj3TbJFrUgvPegd7lH1jjYtiCa9BKwXs4UM4TIxqjC1VnkohraxL1zM2GsCVy3Pd0DDapc3tYkV1IRQ67UE4ucVYZZxevtJPfq8xOcciMheNY14Z0lOFmJz+tkWVRaZifyOy4iP5zng+fnm+4WfVqLZygVoLTK4yx6sHiHoXFe6g0Zo02Hm2y/FvBxIZdMrVn/Pl6DX7syt9smwnCTnCzKx2Q1WWUHlhhYQkB8Ja/A5/iAYcpFZ60S++Nzc7S0IsyOs0bSihn4MMD06dSEx3lJdh6OjiUtiyTu4Ck1ixfVpe8bayhNjs7jauqocIbbvvJ2v3M/LsARXdSD1UmCXJcVmki2siZ7fUeGNj1nKssi2GWuF61kgoEtDGyTI+79avz1453eJdHVegpAaBrRDvbVsq+dJ99Y+mBzhpfkcb2wuE5wneDRnaG2ue3D6JXzOvn+mvn5VjmuyttZ+HEv/OPt4nEO2pBV/v3tTu/mMxC42E70Ig7kK/O0b+RLsqLutoEQPO9v79AsvXXu9wePh3puam0zB+goZYI9e8e6yNvZCDaybwulVmo1uL/9/tsfHxgHRmOZAcKSdQiFwZGVnF6XFfqQ/DVTmSFGXl/fZRk0cOZrBpwQUK80zHRNXbUSY5JzKavqMsyEdohhcl0UOExxEQXz6YYPQW6RIIxEqZU+raJ9WI7r4roywWk61B99ptcDISj3YQDrreCNNiCC7Bulys3kvF6eYxZijSr8Smtlspk8ZtouYXAdbxw/f1CqsCjWqZVMVZwH316eMK5Tcp0dA5mc3yglU6tyJnGiwGMUC6sPi/HL3GI0ZazLQkyRt7dXxiyB2fcbj/c7IYXpenGkuBJ85P3Hd2o5ZM106moodbAGz2jv/P3P/8X9/Sc+WL2U6gyStU69Cm8/Xlmmu2zxjlFPrpxlfqgZOwYpCIHxKMpPxKDD95k7tevnddufydeD3grRRcrVIFpKLRznQck60A06larNwEy+0Lw5hKDeg94LS0qUmU9Qp7cTO2ke5o0xny8sTMe0zNO28Lwn0hpmPbG6nmsvnKXhndhIvTV6MxPBc02HlvIXms6Ewmm9fvrqH/d3mSrMmDqxmV79NHNBerl9wBSXJLjntihx7axRmtpqKBljYFpjnaVLvVXO45CcfF7avHNmjPnyOCRBXE1bVh86ysZ50FfwUCVt3ikH4KdBwU20uuQO+zmQpCDmWs1y7fhZl1p7kwyHwRvdYZx2UwhpJuSB3ulDgWJrB61nGFYySVeF9JjNdtOyKAuzkVmk1kGpmeOUQcBMFHprUh1610ui1UFrcObG/XFRCpylyybcCvfjwXEc1Kp6Vm8HzjXMKIzWME23n+uq8tiMwXG8keJgXwr72ia/SrKiD5HzOAnRcZaOcQv30mh1cL4VBrAuOkQvHp6WwdfdEnqBnPHD4IcyHoZOyyflqpQqN2m+dN84r8I/fhz8/bVxFkljZ67aysxsfEQuxt5hGEepsntHb/j6Eglh8OPnQzbhMSiXIhAhOEbvc7jujC4IK1iM9bTWZye6Y5tmjw8wZi6G97OzpBshDI7r4rwG7r//67/80dtkYSGrWJ8dDSFEKg2cMiLCMmi9/pC6ylVxKWGcE+V0som8t5RSWdcd6+WnBqCp1OWfyO7xT6pknr+GbacWHSZLk5XWOqseY2PUYVA6jjALdSzbustZ4wzRWoWi3DxlTupkTJE1BVrLeJOgZh6v/6A8Th7vd5Z953GcuNlIOHrB2xkQnJWswmY4fvz1J+V85/F4xbaLt9cf9FpY0o6of5VzvqVDfCJtz1gbeH7+ig9pJtcN25Y43l8ZNdPo7E9f6XVwHu/UcuGnltkH/PjxJ7dt8snGDLvRGe2cbrZMq5XjuuNCYtu+QphaeCsc5Y2fr/9Faxfn4x1vDM9fvmrtPw/y9Qq98frzMfsHJCvE4Ch9UJuZt4COX3buV0UO5gBGm0lpjVI/JmNh5pX+seTeyEOOp2YNtVz0KlNCLZk2Kz+H0V3melyfDilrLLmI/mw/8BZ0bax+tjBakVFjitiRSdGzRsfzauc2EkleD0prFBIco88yLINBBNlWVOsqbLn66ZU3GbMqdsLsBgzEcGpV4TmBFHWjibMgyFlHq53bbcOOKhvqtLEbYPQ8SQpjgh8bNQtC+Xg8iDFxu+2SdF1k3RbBPM0ceKzjzFUkZwRplD1esrSpnW4cpc/SoRlIHEMurBA0bY6ulsI+u8S999oqFKvBGn233Bh4KyzRlTNnzcKM9E6vDaw2hdEaQwZLahN5QPjxAbNP3TijlwcfAFbZUlvVgMDotFlaVdug9oGZGPVcCmep9C6zRC2y1Kp+WDZv5zQ0XOdBm4n70uTouz8uarVT+hp8+fKVb2tmWyouKDtRa+NxXFx1YEPkKI33U38eZ6bkikJshujhOQ1iO9hCZ+QH/TwZpUKvXNcxw9NQcuORGwPHVRqP86TUThmGRx3kPoirbNatCzbau5l8LDPRPp7aIEUveXODdbWUdlIrE8t+6cY2zCfEtrdBbUNniqEBrtvZPGvkjHzaHG7MAjgMj6txXbNW2VSu3LAu4v79337/I+eTWvI8niRqHUIGBHXnqkIWcrn03/dFGvM1v3h2NnoNSVzL7FH+YLFcZ+HMXR/y6dhwNhDCwr7fACt2C46UNtK6cDxUzRjSpk7yLi5rG4PrKpq40zIP1YHb09PETxf2bSdtiWY6T/uuljyrN2kMgZYvHq9/ZwmZNQTef74RYsR6tdPVcufx+hemVfLjznF/lw6MY3RLbZ3H8QYts0XH89PO8TjoTfA/6w1//flfnPcHwTve39WDYa3XzaYU9YCUk/f3O/m8K5FuLLlWesv4AMuiRrjjOjA28OXbF5wzEzOQ6T2T4kfaN3KcD1lzk8fg+fqyU8rJsq7cbjfydedxf6MUhTrX7cbt5StMCcM5yGfh8X7NTvRGN4PFBDBuBsAGWEdpnVI1HYbgSOuiD2aukji75CUY00ffqL0I/Ngscd0opbKvuwbRoclnXVfG6PRZ3uSdp013l7EiiK6ruiswFWPkElnSQq8FH2Q9jlbHPufgljzBGGIQUTQEAMtxPuT2sdooNTRNvIRz1FYQ5KmDVaVojAqCjd61QUZHCAoaWiO7pLWGlKIcXVXo+mVN6q2JERcsrVfdfVphiZJ5G5VtTThn2PcFPzedMEun8pUFO70y1hgexwlDL5LWB/f7QQxy7NUqJ2THfeaHRh/TYqz7R8fPjFdhTQvBeqFn5maSgjD1drbrpeA/HTneapjItU78lXqBtK1NfD0Cgw7AGR3uMeqd+Oj5GSBZ0cptJjKC5CSxvuYM+LFl9SHLs0WbjsQGgSVRUr5XDZhSNAptJuRLFem2oWgBw7NuTyxbxEfPt19/pbc7+XpwnpUrDxEZ5oZ5Ph56QXYYVXgha2FbE2nc+e2p8LenwOog2oIbmafFkdwgRYMNuie23indYv1CTAulNEq3YAN1PkOd9/igvFUIXiHfNHvTe6d1w3Xphem9w9nMy5On5AeC1ar3SJ+FjrVyTZZWpztMXetMJp61ogNbI7txCKIU11545MJ1qfE1BtmsS5Y5w/3Hv//+x3F/pxVVIApRIhvvGBVrwTvL/fEm54b3/PX9O9f5kD5s7KRcNixu1tbmmQFRv0NvImuGtJFimA8DJVBzztI+saptbf3zC7zEZW4VXRAyH4VSnkC5EJM6hJMmdB8iMS3st4VhOrenHYZCXNu6s6aFH3/9xfH6D172ztMe+PH9TVhnM0jOsCdo+eJ4f8cOKNeD9x/f8UvCLwE+prda6OUgethS4PXtoFfP+/2BCwo/1evievvO+/e/sM7y/PKMc/r59Jrp7WLbnvGm4Exlu23CTFgLzIdAqYQQ2JeV/LjT60WtDwxywtRcYMIL5d7Rl7BemV++LTzud65c8X7hug5KPshX4Zw9HpaKmY6p3hvHI3NdszIzX+KDxYWzNVx0nOeFdUJz11rYNpELzitjjDhq13UKVT2tms5E0hKVmm4Whr7UKcoJZIwhN1WebusiuXHoUC4wZ5ssIRVLjaGHh5ZR95l7GL2pExuLN4MYLWtyRGf1Z7LTZZLnRO15eX5RvoHOfttx3koHj0n1xfpaEVMUkfkjiAFYKz3dDH1+ci6sy85Ak65FRgJrlKiPQYl4YzrbtuKd0snBeV7fXvHBqRp6aNNnyqcYBEHkowVRNOzjyhgjC3rtnd41XF2zlMv6QG4ycnjnJ8AQ/QyNYd2e5sNFUmG0bh7KRb+1yDl1ZWUD1HehB03w4qQ5+2GBl/1TFRBu1qUKoZLzxZeXL4wB98dDgMgmkGOpApnGeRvK+Zo22iaw5BB2vtcpjTEYQ8Hnj+fAmIdrY8T8YrS5mVc+/hhGL0Zn/fz/sbMMr7DtlhgK7XpnjMpxDV7fKuf1UbInjt3b212NrEWy2LotyrvlzB4G354HewTXK8+bw1PYF0MwnegdIQXWLbHeFvKAhuR05oUsxcC2JBbbCRaCgadk2eMgDD2X71fjapOGbAcvTwFnG083w7qMWZMReTwUnciTRqxtUxBKhnI5Y0rBxgjdMnql10rDcF6F3g1nrrTmqMXiQmBZPO3KXGfVZvPv//Yvf1yPgmnquTAoRGW6+jlCCtSaaU247NKGyKRegUGXIqUUem18e/kqcJ3tmFmmZMZgvwkZbKZ7BlCnAtCG4fb0hPXCR1ujlrGn2wulDHCWMz/wbgiJbZiwtEkrbVWTOpl8vZFWOQ2iV3XkVSvBR16//+B4+0G5v/LlyfEvvz1Rauf//n/+we+/fuNRTuzIPN8Sdog6+uWXjU7nOAf/9h//B8MqC7PfbuTjJF+Pz6mztcYw+vUFJ5/7/TwFfDOO1+PO779/m/q6oHOdTmsHx9ufskd7z7purE9P9J4p5zsjZ+pxpzzeON6+k49XUow8ff1GHxVnA35ZlHwG1m3hON758x9/l4PNDNKyYgf89eM/Oa9DUosL7PuqrE1uPO0Lx/srP18PBaeG7Nf7ttOa1v5l2wgIXZFbxYxKrYPWVWd6Pw89eKycNXFbZiq/42LifpzqR/GGb19/5e3nK6DNxk4ulUWuNWs0rV2tcZUHjMFt3XHOTmmosqSdXCrLppvaGjxx3iD2LbAmy9PiCNbwfNswKGTV+kfuQRNda+d8YLrZdzEwQ1mk3oWS7zNomK9MrgU3nVQfBFuF5D4IC0NuoaknS91pbFuCVkg+fVbhphAYMw0eZl+48wqJdmOUv6FRr4tlW2W8MJ4+KhZP9FFZjiLJrI1GncHhbgMdHdGXFGjXofpgJ45XLZpIx5zcn9aVkg967aSZnfogVqusSOVxzlsB/YI2v6M0cutYJ0nNOlnjWxPPC6MSuvN6YAyfrCgzEewycVnq+KDzNuzcNlSeNKZza5DrCVYPytH16269KUg8X2K9Tflr/mGMR+KHGvX0wpes650lpM7zLbB6i4uG82r8+Ouu7QX46x/f+evPn1xn5jgvjsfBeeV5H4js2w2b7NynKuvqsKulmIGJEeODbktLwPTMyxa4cuW8msgJxouZRsGMSivixjkryai2wdkN9wyPIlnNOMvTLXFboZaDlz1i3KBfjfPURtOGI18N02U6UG0vWBc+X6DOqjyOIXOI6ANet5lZHlUKkumAEMZE3zRaB/f7b7/8MZpQA1crSkzOOs9t38Ao3axNQG9RH2QTvK1P9DZYUuRpvxGTp45CSGpYe96fPwtYai84v+D8wjBNtwKCGv6cn1ZRTVkhrrTxobt30rry7et/w5mNFJ9J2zfcXI3X9RnnV9b1C8v6hS/P3/A+8fLtV9b9hW+//jeOtz9p+QdbNOzR8LdfdyyN//zzTnCBJcnG9rRFUkx8//nGtgb21fP95ztnHrz88tsn8sGbWQN7ndRa2PeVMROb3mnaXNLCcWRG7axp5XGedJq2kIm5by0zyoVvhs0nrscb59t/cr3/F/e//hPaxetfr7Rcefz8Tgyd5Ab/4//6n9i48Nuvv4PppHXBuUBrd/7zf/4PrvtBOR/0fOKsYVkS//jP/5NaHnTsPEyflNrIuc/CsEE+DlqXVVCyosX6+XtjjOTBJakGdRjaxO3bECDoKGudKKe1VbBwfVi7QyTXyn7bphbtlIiOQVDJKpmqariXzDcfIK0VvPWs266sR4qMVoheeHznjO4d3rGlyMtLYk2eOCfkaN1nIU5KXk2UVW5AY80nhqI20W3NnMz6LE/76IwwQ6yogezsMQa2fce5wGjzGO0E3zOms8QP7I3FeSNm1kcI0VqMbZTyUI2C0yQbvZuFSqI2WzMw0/t69kaMG+uycpwHQpzrO3K/Pz775K8u5ITx/y9Tb7YkuXG12S6fHUBEDlUcZOrhvCqftM1Ot9nfEskaMiMCgM/nYnumzp1MIqlkZQTgvvf3rSWiLTdb3TT5dx3GMOo8hStkPPyx0FYDpjxKaUWpma7GZ8vfGCOHwmgxU+6W2yDXLimm3oSLp9V8mcidRxuP81GmDwPBZmhFLrLroQtRts1R20egpvVGHxWrkD8XLUDIXgFl8EtkXkVBySjMGI2LYTb62/QWmc8XjLOKl2vA0VBDwK/aOu5vd9oYnMdJOuXzcaREOit68OlcYcgYKuUPKd3ABrl91S6HYmWlaGyWTYgSVW6OTjW8g3JWog6yJO8SVjBa0dugK4tfL1Q0Px+Jb0fnz3vjkbpw1tDEoAge0XS3jnVG9qBVYtB1QO2DWqEWpPPETNIhjnTB1ExWF3IzMWZqPJSeN06LUo6m5E/wukUpjw55Tph//Pr1jzL5+K0njFJsy4XtstFHQxlBgWgj1+vWikQNJxK7Nxl3BO/m1bJjZuNUTzdxmxY06y8YG6eyVDb/oAV3rA0517kUlwKa815mdcNQykBZR8eSCuQszJunp19QxtHVQkPcFr03vn//wf1+8uf//X+5//1/+OcvzxyPG9ZUVm/59u07e07SD0ERgmbbLN9+SKLs68tGL5U/v98ZbXB73KmjoKn8/P4Xt58/uMSFTmVdZDkvtwgZd+SUZGsyxAx4lEbviv1x8PPbv1jD4Of3v7C98/V6xWhHLwdGP4hRxkfOOKxVXC+OMyW+fLmSauXf7zs1d8rjRnp/5/3tjZY7//7zv7i9/UAr6Dnx8/sPfr49eLu9E4JoY5lL8Hxmciry51gqJRX2IzG6FY0mst9QyPU251MelAPGKBjveX56Eb+2MXhrqTmRzv3/lxPXn1Kqy3aRWKBhIh9kTLGfO0c+P/E3MD7jpjlnGUlpjTMejRLkxcfDpclpyCnFYuWhfdkiq4NgIE745ho8VnUui6MNGQ9EI3Y5pRXrsskI1Cpxf/iIcZ7ei/CY5lLciFsVpzVLELgoWkIhcuJtktjRktyRkriwvvR8GXgre42uiuynJmxTWuBChl4WSXZ561hmoiuuK8cucq5yijSo9g+J0+BMVcp1DZpx7FmoCKgxo6HSrtbWcU498cfvKPjAmDcs5gjUGEMMHucUqCb7uznasgqW+e9Xs5C4PzoeILFaIWLL72T0xuuXX/DLQil1WhodzjpRxo7B6+XC5sWx0nqf2HoZZRutp+el4ZyMfKy1LOvyn3COklG7t+IncdbIXnfa/rRWc8GecabzHA1uWlYfR+avv9749v0xxz1yqEq1su/HFIONT5zLh4p7iZKWHK2gesUpS8mNMw08hmhA9Yrt8OQMmxusUXTX7z8TdIfzgduZuO8ZhqE2hfOe4B0dzbf3ROpWRsiqcY0K6wZLhBg1NYm9clk82gwYmjoUtcMYin1PEo23BjQyMkZPPL+8jIdSM0QyXfNDQKOyW2EetAyLN0SveRyJ3Dooi/n916c/WpcyHz2z+kD0y5yDCr48xCgJhyoclZpFMSvpGkuvA60HZzoE09EnDddGyRUrQGuO9BC8Qm+c6aC2LNrNIira8zgRt5WABUtp8jAaHes0tSasuaBUoDXBwP/4/jdvtzd6h3S8cXv/Qa8NqzW3t5+U21/8smjoiv1MLMFR0sFZCi9fn7nfb6ScMapz5pNcB8/LhjWN2yNzpDa7NYNyu2GRn1eYRop8HgRr8QZikNLX03WjVjn5GOXxy8JeC0oJuOzx9p2y71A6/3z9jXScGGN4erpwO77TlZFOT1E8XRxaF7aniDGa//V/vlOqCI80hXQm7vcHv//2lfe376SSu3jlywAAIABJREFUWNYLeW8o7dDOUbo8QGqv9FroRX42rTXLIkEEmRE4or8KXkMr0V4ifu3RC8tykSTMkFPi8dgFoMmALP/sVjP0QfRBIt9NHNClFsZo5Ik0Gb2Rz4T1HpRi8Y7Fe87HjneOuAhAcFkkuz7BINDFG9NLwyBx4mg0wcC6OhyNzVvWKEiRxcrST+vOdQnULp8lmpwY3dTA1lpAy+Gjl4LqwmBqvUrJT/1Hayt9bMmtGq0J3s5CasdpM33rg+ikL+S8nNydM1yWgDKa9RIwxnMeMoMW/8YgRkvNciruTQIK53FgjGeUilLyMzrnoEPKnZ9v4s1ZguORTulFzO5Fbw2rlCzhS5YYspp4DufmbWB8jjs1snw1WqJXOZ8EZ+lDc5YZBzVW8Oi9ye/DeVkMVznUdWQ3KimujyW25sgStxemlvy9HelzmalL6P1jdyrIHEm8edCCYDdaMEJLENLycRzymxgDZzT0j0Kugo9bIUjibyCcvIvn69Mm469RULpTcqciQFejZGE81Lyt5jrdOEZYaYh8T3weA+pg1CrkZYSUvB8n0Ws2pxilohXkAv/6dnBWzT0ZUpcot3EO4/3URcDTYviySgLukSaXzA4WC0YXQlSfxsyaCk/XRZKNvdKaZt8beUwHyjnZWHwckJT8DpT0ezAapTRt3hzFCKrnLVvPiYKw3KKXg2StndrgrAXrrKfkE6OmktGA1l2gXQqc8nNZKIkISdApGFN3qhUo0Ws6vzJMQylDTnINTfk2Ofsya22IshM0WtlZhAM6hA+MOwpjmZRdkcs7aznTyX7+TU7yYG6tCq8rWgGv+Q36dFSPTs83tmn8+v7zJy9fLkAmlcSXLy8crU87l2J7febY33leNE5JsiuVneA9Je8si0arIB2PdhOcRi2TaDrHO6tlWS789f0OSNnqfisMa2YPRZJpqltK0jx/eebHe+LL118IBo7z5Md7Z4wHrWRerk/kUnh/v+PDylkHxykn7mgDx1FItRGC5+9v/6IrKSga2SuT94Lulobix+PB0+sqWA4zsTKTJXVLNwwWqwKtNEoVuZVgZTS1V9xkk/VJ3WVICYouaJbHbUc7T7CGnBJjYi7CujDOIifKoSSymxPdGrbnJ/ZjZ1kiRmluj1MIxt5znoltXfHB0Bq0Jga40Rpq0ljlJKxYvGgDfLBEDWswLEHSWHo0lJVIY8oZ5aRrsDgvS80QqKVIx0d1GadOl8v9cYNR8c59CtKUUhy1ChJFG4m/awGK9ian+c60Eto5LqyNEMV/PkYlbBvpOGgp83RdZWFsDa1Vzj1jFWxxYwQwXlHPyM+3BwxBcShbGE0RvbT3nVKsl4ixipYL3q4MZyY5VaKarbVPI6AxipIlau/8xHUNgahaBZkPR/f8LE2pm9YyVuujkktHlYPRoKpB12ZqgjVlFLl9lkotUmbstZJLEXunkjG50YK0t8NQW+ccktpSVUROIjITECvTvjfojNYZWpGO9Fk5UE56aXoMapOCblwsx17oDYyxWO3x0QvvLiesVdiq6AV6bdQ6wGrOVCQ2OwbWBkbtWCMdNKNk3K3QjK5IR8EvgVYr58Escc59gzIYM8ip8u8fjT4UGoOqlmHkAOd84HgUeql42wnBoIZUGvJRMHQsFY1Elz9uZZKElpd2Pk+UkdgyI1Cb/HXWWeIS5lhPWH2C1hHPT5/RaxDw4hiDrmTvuK7ixVHKTGyJ7DzSURjazp2IQBeFCluqJHOGzPHbgBCDOMtHF4evlZfImNfZ3mV8pYDHmdieFlTJPD1/Jc2Wq1aafEjb1TvHMI5auyRp9FzkFeFrMSqjF3kj1sRoAqFLZwICFcnLGwW6FxQKf1kotVDbjdfLL5wPyOmNx/4Dr3aWsPHYb2xPbl77LpyHMKekVS1Lv4+Gc86F/Xzwdmq+vz1AWdbN44z4D5zvuFPQ41VbgeIZLYwd3fAG1OicOaER0F5NDYOcTlVXuLAIVnnfOVTlNJZNgx6dnAzb5vFrJIbIbb/zfnbSz51aJOLnnWBezpRQyhCdnkgJodc+9oOjZpqCXpqQcHXguFVcVFwuG1pJrDY9DnqWG1VtlVJ3xC4g6JolBIlmasP9uOO8p5U6sf+OkhLRRZRWND3wRmCRbVS0CdzuD2pvhCE3Dec88XqlpUIwHqIwn86cOVJmcZGaK0uQItOxn1hjpBNjA6MJ32kNAW871y2w2MHmPJ3GZYGnxcso0VvGjJauwZPLg6ftBTMURjfWxZGTRGsHjc68sqtISxKJ1pP8a+xMi2Xx0y9hIZ87rZ7YWeDMA1IqtJZ4fr7IC0kpjJOXdu9DkBtjTEyJwXlJdWkVOOo79SisyxOjVsroGBMlZWfgrH3Sfs0ElhYuF0cuXhAXh2DlrRrk6TFh7muMlluCNrM4qiS5Fa3Bz0a7KGOV9Lkm2LR0GHqgaTgt0U6nOpJH1NQ5V9d6EKInP04Zl5ElxeaeJOChFMr52ZaXmwVagKDtIxLcKm32ElAfUeDBUGMi+JkvFUinFJ3b6GgTGEOsjLROzxUVNbXtqCrxWDVkXDQQB8pDibgrp0yv0JvCYdGq09vHZbd//p71XNKj5RYj0xkFTVPpXIJQBbZNHC3KyIHDBMtqFeiBnXy5ox6MYTFW83Yc7Ele8NFpTO/c94MfFY7S2UtDGSfMNAVODSwKNeRhbrRh2RbB/mO4304ZWXkrStwu+JlcT3rXaO3Io8khXcvto7Y6sw6aD6ZhrRVrBtrAUTLbspBzwjhLGxo1lDzzXq7hD7qkGlo5ebosrHGRyNt0Wq/rMmfOYj6rWWav9C5UTm2wzpFLoaTCum6c50kusmR21hNDnHFDKSAxXdbeR5ioi97qXLB2cpVq/VCKEL24g3Wfes55kp9pD7QmOC1ip1Koxw3dDrwBrRvXi+ZyjZz7ycidxz0JPLDLtdea/yCpc2nse2Y/MkPJnufr8xNew3VzGCe3Iq3+wyp6vm5SsOuZZQu0oTiOhNPSAvcxiMgJR++KpgxWWZzRPPKdt58/uD1ucuIxlk7jTCf3XfAUqVTQkrYZCoyRL0Ifg+enjRA0OR20Ikrf1hWtCrffWk+IK2PGZWsdOOs5S+JI+1yMOkFXKwfa0YfA96xzcy4+iCGQcsbFgG6S0tFK/OHOac4jcZyiU23llFi0j8yxuBTIPioVRtGKNG+9C/Qqo65t9lVak9hoq1m+GFbEUVbL8vB5sSzG8LRZFgeLlvjk8zXyvHpel8DLZSF6hXMaozTXy4b3HmcNT9cFZzXRyxdMTo0VuqRgjHFTzyzDKms1KYkvI3x4Y0rBO08IHu8dOVVBumuZvy9rRHmht1LrJ41hIMt4pwVr4rwQboM1lFbwc58UnHwOUt4FKugszsoN/Tyk26MGXLaV88xSsqyVEOWzkXMVEOeMHSsNc4GF0dIht1aKk9bqSdCV0ESrZQq+NKiBs7LgH9pMuZaFiUYZWnPWTmlDXONoutZTbyteDK2F3nDsDxlHKj1pw/qz1NenCkJeedIVEaaZBCl6GwLA1EZcRUHI3BIxVvJOap2W6xzfufmdVHTk+SQjtQZDSnR7KpylcJxSEdDGMDuqkmLrg14FffRRrKy1TtKunp0JwayrMSb2A0pXdDW4BMvLRcqll0uU24WqYOVnyh2OnAjBCw9Na1JrfNt37g2OKopjRkMbRbCGaJTc3IbsbpYlzJFukRtgk1DJR9lQdSESlNLRWJmWzPHtQAIUHy8NlER7vZdisHfitVHMbp8WQ2Seo0qnDeb3X778Ya0lnSdadS7RMaWCpFO4M713mWePgrayqPZOCKDaGklpIB/OEGR2XUqeDydZglrvGUriZNaI1KX3JqZDI92H4B2GwVkbLq4YG1iWZ7xfGMOxLS84e6V3WcCHuM3rV+HpchH2j6rk23e+PK889hvaQohmtmA9j2PHWvlDaK2heief8iGsTRbC6ZAGeYyRNWqZBSrFtgb2s3Cc5fN0JA9XSXIxCo/7Dh9QuCELKG0drQ1qGXQtI5AlepwZ9JG5XDb+fnvj/X6ileHImT1ncoZWFWep1D5wNghVFdiPQ079NXGcD4wTP3IF6JqSxVehzKCNKp2SJu3jVDrrZZNSnJFeTu2QMuTy0XKVYph8KOXFRoPFehQScDiOXcYmXXznYwjYTqvBaFWWq0YSWcuy4p2bDf9G8FKU2493+ig4qwneU7tgXz6gbUbL0txrw8Vqvlw8z4vh4g3PqyVYeL0Efn1e2BbD8+ZZVkcIlkFliQGjHa1VovOo0bBGdjQhem7vP1hCwIbAsl7QWlHrQSmZUqSg+RGxtRPn3kcXZ84c35ZSMGYQowinlJFlfPSGkg7aGCzXjT46HQjWYI3Ce0NpmWWNc5ekoTfWdaG0ivea5+cLtRSsCXi3EILjsZ+UUqeg6mR0+PvHA+ujpOlSEkQHwmjyzopESAsqvNU5qhtCDXbWSWmydYIxNBrBiVNGuhhQapOlPNIAX+aJtLQ+MSQKtAft5vJeCMi9yQ2wpHO+FKAOhTfisjTWzBGgtCHkZiRIdjOfPdZacVvAHKHKriI3+czRhAMFMOrgwwveu9ykS6mCvB0dO1leuXbajAqPLocxreR/kwHQh79EST9iMBfPoLFo9GeKz30ePqsgcWpnDUHG5y3L71ZrWu60MmhVcxyi1lVDSpm1Zh4pcdRKVYbHWafrSCLhWivcXGjXNnh7O0il44McgqJ3pJx52jbWbSHlRC4Np+QZXUpjNEVt9XPENcZ/XtStfQjtOsoIDNVOuoTR4rcxVk1Q6GTwKYUdytCVFKTUsPOhuuNU5BoDFTGJ2Qnpq7XiF4vSHYV8EaQt3EiTg9O7Qg+L6uA/PtRlUCcDJ4TIsixSt7eOxT9xe7xz5B1rInG5CIOnFo4jc72uKK050hBrXhNQ3bG/01tG1Tv7+y4gwts3bDvQKhDXhe1JcRwn1yVSyiDlBnHw83ZyCYamFI9HISwi2tFaRADrGui9fIy+Oc6doSv72WhdLF1Ka0aRUw9O410Q0q5WKGvIe5Yrr5W0QxuJ4+ycudNX8QvoIQ9IN09m395/si2BOrsE1mqowonaa0dnjVHyEDdWS7OfQPAL1jq+ve9zASkN1DYNf6Vm0INgoxQ+6xDcfmvUksi5kLNH42QHVoQEbMwGqLlobTze3uhGRiatDTalGFpjfQQmPVnBul4E/XAmwvoKo7M/HgJYrAqjLUN1np9+4Tjv9C4jmdpF0GOHQ/Slg6/bxmgnX1bPFgxtZC6LZVskPfR8iVyjwQfNcd5Z4heg8fRy5fG2o4NnGE89z9kf8YxReeTG9fmJ4CJuWamNeYsYaDTpQG5ARh7wJWds8LigqUeh1kyIK72Luni0RmuJdbtivaXmg+ADj9sOtfN0veJj5PHzT1rVOG9Znha0Cbz/uGO04pd/fCGfp9AxWkcPC13x8uWF9/c73759Y42Rp+cnHo+H9Fmq7Dn0fNkvcSHVk6YsdgijLkxB1mgVFx2lawl6lEGa3RHmOAksvVfWKP6S2jotVY5U2FYv6ubWPvlb2ih6yiSYDW85JZ/7DqOxRk+vQ8jIVLnZawEZ5iTMut7FgCjpTQEp0gdWKXSTMbqkmWV0rpSGIdDIoZoANxvU1uZOVThPZi6CterzcDDTR1r+zMToONXIGgYKhoHWUXbQ9UwiakOrdY55RLzng5Ug0RjyPVaaS/QwKotpjFwZzlL6QJXMeT/pZVCGpgyFjZ5aNa3JuLIit8jbUejD4bzCjCblYmQ8qpVmDEXr4IPFe1Ehp1TowHaN3N6FUAAdFxV7ypQqgQ9tEDQPs+1uZLfcujDB2hhErfBGEbQSarTXAqxV8CgVZTS6iufG/PbL6x9Wy/JJM4jRsXrJzS9BZPdKyYYfbTAmkGsXwY6SF0bKSZY0XSJ9vXXBUKtGH40QNvmAKomQRud5vT7zuCcwlpQr6bgLvM4/4ewqHwLVuWxh3lhWnHcTX1HZFosaldAfuH7HmATnO3m/o7X+hIv1lrADoo/cbgeg2M8MDbYlcB6JGIO8hXOHgSyjlJKf3RnoM50D1K4ExDhNhaN1Fu/luoykIIK3Ms7LkqIRqFtnoFEmknLi1+cNpztnKqBngx9pV3tj5EE2JIW1XRzXy8IatHgFBN2L6LPlGq1UxzjF7XHOslyfOmD1aUmcoRZU79zubzhjMV1GEftxsh+CpdCzqOWs4rJsqC6+gjMljJ10AK1kJ8TgOBK3/aTVijdGkjizRCeq2g9PsySRPpahx3mwrqt4s71gSpQSJHitwkD6x9PClwCvK3y9eNagMU7hzeCyWNY1EvVgW0VI5I3i99//MZXKAJWwREF85JP16UoMjrpL7NU5jzGa4/ZDSmhpp+QDHxdKH1y2dY4mKsv1VfYZo4nlLoqmtlehBYBmiR5jRZD2gdmJIWKVwigZAVjD50IXLdZNNSS5U3OnlYQPnm1Z2R/yma01sawyVry+rsI/GpVWGz/fHjgf5txakYtgZpyPcnJu7TM9pK2MK1IVNLeZmmEGsruqFU1ni1I8HL3TlOFsHW0s1+Ck5d37bD1PnzuKPJR83ia/TClJ9YgKWfTESiu8s/IiMwKrpMueQ8+DlOxiZKytp6zMWrlNoeSfqyfni1lIBOkwqEneVWOWP42kCd0kACv0Zxy7NtkPSGl0/vdq/vXesC2e4LX0m7QkrtqQrkzwBh8UwQ286mxesznNJRi2YHjdHJdo2YLDKqFVMDQ2BvzF4WefwllFCAoTHal2jrNSsgRcvJXxU5s/p5u66POUSUlcPFrJd9c5h3JGgIxnobWBj45eK8eRqH2mrRiTxyW3JqRiNCPK8p8XrzCId10pOahqxPFzHFkOeVq0v+a3X1//6K3Sm9BqvVb8+rLKIi5NPPEoLGtgWy7cjixX1DF9FEpJtX8MIdcOyZZrebrN65shpRM1ZgKriUJ1PwqNTk53Rq/UUsnlZNQH73//b5ythLhMAqrQZnNKGNOF2XW+MY4bVlUGXURTxhC8YomGfX/wfLmIBczKi4ohOtJrcLQjydtdiX+5lYpCxkxyNa6s0eKslkYxioF4pY2abfjRCdGzpx3rDfuRiDESl8D+eOC9QUpz0OrAaDnNGuQqPOjETVrauRRJyQwt4xKj+fF2o9eBUYrLaqDVz+u2noWg0QulZKL33PaDxYc5xB2UJt4UMY4J1jssKwNJV1wWWdbvu8y4BQTYMUZm7s7IruPIB1VJOU2Vg+AEx73EQO2DrmWx+LREcs40Bt5aUsqSwOuy2Ks1zf1GBTXILeGnb3y06ZZAEa3ht03zP14sTxfDFjVatym5gRgMlxhxZvC0RZRqhMXyfFkwTpMKhLjM2XeYs3M5yeqp7NS9oE3kcXuwBs16WTn2m8Reh3CEjJFbiKic5XZC77jgaU0AfiFExsizC6QZWvH65QutHcTgJUUYI94Hykwb3t5+YtSg1060jv148PT0QvARbzTHvlNrxjgjO7Tbg1oKYV0pOZHPKSJTlvsun4nrdaENeLvnWYwcwp9DdiFDKXKvkr4dkijrQ773aNl3LEuQcYkaBKdkZJYKR0Pm4ho6gj/x3lNaQ8+E3ZmFEKuNnPRDCGilP2VVfY6CxhjiYxmive1dbgdzrkIqoo4wVk/MhsF6hVCs5EWjxkcwTr5frUsxUik7AYGT72QkwqxQ6CE8L4zBe0tcHDE62fsGz7oGrtvC6+uV19eVJUph0jshBnin2RYv4is72LxH10a0GkPH68HiFcEqguus0dHpFDVIKPQS0dHhFk/XYB2sQaN157ZnfrwdpDRA1uS4zxCBvHRrLaRUKWXgnCMGh9Gys9Ba9BQlN45caH1wfbpwniepdPqY/LExqFkIl8ZoQU3J4gmQ/lL0g83LNKqPRlxF3a0ZnKe8fKxSlNow/+0fr398OIc1mkUpflk8tCoWNytFmdV7zj2znxnrPa0LPt27MHsERmbXaEorMtfWsohCKYF8DWHgKAxnbhy50VrG2w/qY0erTisP2vlO6ZkYIk/bVU5l1uGdXK+10pw//0VPD3ywtDNzDRvX4PnyZGj1AIUQRq1gOc4jzwWYoJlHRpALyFjMukBpnTYGZpalUJBzwTgzG8b/kf6MLnHn4MVBnFKl1E6eZSgBC0oLtnUpEP0HUS07itoS6D4/GJ1lWdFIJj7TOFKSuHOBMTsz4mYeqK5RXkZh1hpet2cee8GoyRszGuM9vQkLyTojM2KlAUsqGT8RI/fbSVwvGBdoTYCXdAH5DeA8H/L7q+KwVn1wXTY0CHp7dIbpBC0Lvark1udiJNcurnI7kyxDHqJxWagp4ZUS5H7OqFrYvOKfrwu/RM1vXy/ikNagp8fbqEH0huuyEJ0hBBGYOcdcjCvCcsV7aS/3CtZplO48fnwjxsD2vMKQUqOPUoT99u0HzgtHq1cZTfbWMM4z25lSAhxdMDod0nESvMU5TW8ZFyI+OFr5yRKuLOsL97e/WTaRqfV8cp47S4CwrCzblZYLtTa8N/z9178JduWyvXDsB+smS/FShH81VOfnt5s8qNUHTVXJUrp33m47xniCMTytC/TKZZFb71EKXcmLxTlxXSxBdlQDOWH74FiCI1jFy3XjPA8epXOvQiswszfgpm6g1fZpzmwdXAhg1WTdyf+XVgalBi4o6BqjJRatBpMmIP/MPv1AHzflOv3e2n44ZCYJ3HqWMG/9o0sRciCn6jFoveCcvBAF3CjjpSUuXLYF6y0+uAnB1Gwxzh2cZduWmbiaxsUuO6OhPgCHUsgTY4BUH2yQjta6Rjkw6kmb1tCcIc2FtnXy2TUojFJct4Azmtt+8nZr7A/hb2ltMXPXpj7I4igej4OcIcSLOGZM4fV1EwVANGijKUN2rS5ItFjw+GqmdeXlMYQJP3dKXRDxM+BitVALesvSC3IyxbAW1hA5i6Cs1IDWFOZ//uOXP3I6UX3QauFpsVxckF8GDadlGZazdA6akhgbo7LGdV5NZcRVq5Sm+hhyxQ9RTtRWGszWGmHHbFfispLLibiZElo1abP3KmY8pMuxHw8YjtvPb5z7X3z7+W8eZ+L+fsPnHUXBB/BeCKxGVTTyIVRDcd2eSPvJvp8izeqd/ZGJzqGMJuU+W/GadHYYirBIKiI4P5eDVrDZbbDMDkvpg1I6pXXpoVgj7pNpZJQZLeRUMC5+ym5KkZeiGoNlsSg9ONNJKYNWlZQ4R6O3yjBKbnFtEMJKroPHWQRgOWSZpq3DhEinYWm4GKlFbnpywlSTfSMjilrlnqrRtFqwLpJLwzph9uTS5e/Rlugc9TwwerD4MBM0A+Mj9M6omdQ61Xj5IgfPy7pJaaxMiU0QcvNASMwKETh94Pmf4kJv4pwxqnGJlpfYeQ2KbZknLGtIWToEIUScs2xRszgkXmo6z88XSYaNwXr9gg2Rknd6OllXg7MRbydvyyhc76AdphdafqCjJYaVNQZSKfjlAlpuiGGJwk+aOH8pvUmK6em6yaLTO5kXz8CFt9JtYcbh27mjtCzel+uFcImAIZ8FZxW1Jc7jwbYGaq+ExXN9XuSgFhxaKdbgKefJclloHdawCcZ7u5CTYMXPDwptFc6TLI7BGnnZ5ApdaZZguTiLU0JCPlIRNpKB1Vs2Jz74XCrHMDxSFfCjVjN2rNiPQ+jTSr4PkhYUfYAe47OUZrWmU+foCEofaKOk0zMX4h8yo9bklmGM7AaMUTOxZvDG4rQ8xC+LcMNKUfNlamfgQmGtwnmLmhgfbeTW6aLHBi+uHSeFT5CfEyNonYZEWGtrjG4xMzYdvJ3BB00McnN42jzbFrAalmgxus1dC7hoWaJnVQaPIhrDojUecDbw9/d3bmfjdlRuufG+n9wfJ1rbT9KxdwbtjFB1c+HMDXCExVNaZo0a3RvpPOl1cH8kUumyNK8Co6Qizo+pxq5l7o+EziPTDK3lDaJlZOYtoOWWaZiiKi9kgB/3Q24xQOlgBwaagLiUShjVed/vKCsz5ai7LKnagG4YiKZWuiKVXCu0QVwiOQlJc4urRMLUxwzck447vQ+MgzIy+cgY6wjGUPedMSpdgeqNmk6iF/F8H4OgGzYWjvsby/V34vMr58/vHI+d358j6yL6xoFEKUutoMTrPqq05VvplJy5xJXrk7gF3m87MWzsOVGQZaPV4j/O+UFthVpki26tlQ+qF/l8Th2lHMYOwZGbQe7yJZZksWZbA2dKM+kh0TZtpMNRa+HM8oXqQ0k6SCtyTngrxareOnXiBs6aCUEeFGnPRCsvn6H6bNw6VFAEJVKnMQTuaIxCjTrNkQF/9VhtGa2TEnORKbeKknes0jgfBTFhJZrtreNMBy0XhhFY4LGfXLZIrjOpRGMxhnVZ0NZw6Y2zNrqRU1rNlRAc6Tioo2OCFkTMcU61qeKfX6+sthHoXGYxrvaEUwgOm4EpCe8NcY1sfoXRCEH8FOu2zJd6ob/fuT49o7xF+Yw1G/cf74xeGK3TzBVqpRuJ5vrgqGOnlEZc/DypZbxXxGjJozCsRQ8t/CVkqdtLh6ZowOVyoaDEUx43tFbk3nHKoJohXJ7J9xvnWbFO4+2KUu/ULhRig+Douxuc5xsxPGNUQ/SiCeskkp3Tju4njJX91LhR0aN+Jrd+vj9IZZBmnBylqUMe8BU9VcpNEn0t4RiswXBk6ZGPetKVg9Zog9m2N1gjL4fFW4YaHEkIBzY4ak5znC1AVsGz909+3OiD0isozaigdWAoqE1cKzIpMDN91eUhXhC/vY9c4yKOEGdZoqNraeu/vmyyLyuNGC3KSpQ2RC+/6w71HBA6xsgDftRODB/irU1i+c7RtXRE+nyBxeDprVJTIToju7wqL9KPxr73hpE/dAMeGKjeJCHoFFE7jDKUUqijccuFv//+wfGoHD2z1+nnKCLXU0rjrLzsldYYDK3J3korS9OKx3EX7UCzPH6clD7oJGz0uOBFYJfbvAk8AAAgAElEQVQ7SpuJisnCOyt9qjeU4Esk70BviFpgiM1TG00bMKqsJrwdqMWwp4YesrTvTTTF9kiykLF2kLvm7FJoW4O8lc7SaKMI3bHLmKulxrCNMTINGWfsbcc4L9iBPoQ9XxPRO9Zl5Th+ykItevwSuT9ukuIoBTcaVg++/fzGuiwS8W0drQyLgX78yRYVWRnS+9tk11ec10SjqHtCFcnY5yGxwutloZWd2/2d8yxgNNv1gm6Cf7g9dnqHoA2iBdeE6InOzN0F8zosXzRlFGp0UPKGH6fM8JkprdYVSkd5SRqB+rVaMM5x1opxFjtkCVfOQnRemq+Iz6LpTlN9FnUUDbmCWyPIa6Xlz7/UzrZdGL3R6hT0dGi9YnXkTJnaGmYobLC0MXB6YfTEQF7mIhsyYivUMhsNMWKyUGadjwKVSw9gcKQdMwbOWKqx5JwZ2lG0o1LQvRK1JWrDbd8llRUXTKmkPllqznA/s5x2pjuipkI0g5dN8/vzwtVmfn0JXDaP9UHKjMVRSmF73mBUrFXSOLcao8Eay/N1IcTInhqoTD4zlxBIx84oDWUdX3+vOK+IqyNqy7AWhYHayUejmEEv4P3Cud9RXdSg63WTBe8SaU0Kjvt+yizeOZbLwv39AboQ1t9o95/ERZDtvYktUQjWjvvbO9YE2nmwf7+zXk7cYmR39f0HDBH9XF5e2d++U8qJcStv32/0lhhqQ2vH/jj48uWVv/7+iY+Wl6/P1JZJfcflzmW5YN3gkdrnaOnsiqoMtQ78bHW32ilZoqmLtRz1TtDLPJnDtkRKfWBHx4yKHRqn5ISfqnjAR2cizk/oCq0MPkaJw6csJ1grewmUJhWJFQfnacNw5kOSlVmskFor9FBEa+l2kEvncVRqfcdazaIj7UyEeOXXL084LaOm/bFzeb5y1kLLg9ZkOqCAbRWShXIO4wLaa0I0MgZThtoydClWLkOkVdroqe8FzRPajol7EvaUUdDriXId7x1eW5wFNwq6Q3SakQtXY7CucyuJR9X8358n55FFXdHVp3AraMdl0TQ6YxJyhdKscV6TukwjrDUyruudMpEiGItfLbl2VB300oUyraQoKdZBietKf1NmAmMejHM5sV3GUt5r8fhM5L2xjlYb59FJde65P8nGCtuQIom2GjMMj1LRRrHOxFTFMpRDGYXVmpL7PNXLNeu+34lecvTWGEpOtCacHZBf5O39XcQyCgZGluxGs+8HdlSW1XLc3rnOtMqjHLQmSS+l5fSrlKEMeL+9Ewxs0aK9JZVzsqy0wNO0YrtIF+X+fp/zSXE01yp9h5o6Ly9fSfkk1yzz7TFl8U4W3sEIisGHgLaG++OB1YPnS5AQQB9o1eXffV630zlboNpT++DHjzdcjNBkd7GXJvsVjKRIxrxl1M4SPYxOSplGnZa4Phe3mlIb1hsR0OTGZVsZzsviUIPTMufttUr818i4qdbKvhdKly+AMJesQNOUSINKqtxvD9ZtZQmR8yzkWuij47VlMRbVG71Wgjdk1XGLIbU0ERddFvcKfqZDnN1KZtI6N0o+WZZI7hmtYDWSCPOL4+tm+e0Zni4GMxT/45+vaCopyw3v/Xjnly9fYCha7axr4HLxtFTQqstNGLG95YeM5Z5//Z0f//4vXn/7ldf//oX37z84jx2lPJdLoHWN04r37//m+uWJcIkYHfnzv24Mt7C9/MK+P3BdPCHWGLFTTuf9B1YjRE8pme1pIT5dub39LQ8qrbFek/ZCz4r1+ZW4Bt6+/YteD77+dkWrJ85zpxVxnzx9eeb+dsc5x/n2jlKOlCr3252Xr79R68bff/0k3d75/fevtFZ5et54nIPH/c7jdmd/JPaEINwxHOcp+w7v8WPQs9AbjNF4BTVLL6j3TqoN5TUoTXCRXvOUgGXODEpZWoeq+iyCSoy71TH3bTIS1lpuHGYWAGniGUKJjEx1GYH3XjnSiZ7Ww4GA/LRCFsalyFh4hmtaBR88pSWCN/y8/8CYO8yiojOd93um1srTdsE6GYHuhwR2ai+M0qAcLD1QB7ztFecvKCUsP+cMSls2G2UXM8c+tETUMErGqo5tbVImBioVnLJ4ChevMVT+/rlzn6j5eygsi6Ypx5/f72Lys46WMnWW/JwxHEdCW0WMftoCZ7LMKXrN5LPIDUzrOa0Q5E9tg5QrqltSbgQjoaazCk6lZtlBfeyBUp4H3/FR6BauVksF75xErluaO+3GMDDQHKlyFMHtexuluFpOzO9fX/7o8yRrNOhWQcmXtVd5G5b2n4WOKEhlRHNZV0YXKYvqUPIpN4qw0KZ28nK90Fri5flKqY3jbLRupCuigLYz2okeg2gd98cDjMYZ+9kSN3Mp19HU3FidZjWNJTqRFCmFdYY+Y5NeKbEBeokPplKgKkqurNsTx3HinafURGmSfGoozlpJpfLjJqeiVps8tJZAsBZN5xLcVFDKySEGL7rNmjFonrYrvVVu94dcLYfisSfa0NQyUdVaGFS5FSoWZwLL4lmWSBtSyjNK00qRebx36CHazl5lPNV7o6WTx35nKPjyHPFepEbWmRn1HZMjZGYZUAAUNYs33DqxlBnjGGisc3KFH4OO8KO2dflUuxptKbVyeXqGVsjnA6unjqllnFYUZfDrRXYJ6aBnMe4ZrbleVvRoBDOwvfPrc+T31wvBJr4+O355ecIaPb0REgf98vUZZabzwRou68rLy1fiumFG5/K6kYuM3o6jYpaIapVl+YoNitF2vPf46PBWltHaBlQ/OPcDY1Z6zRyPnzx/fRIQYGvEbaHlijHCOqspTU5WJdqFoSreKEpuLNtF1LAWjLJSEFOGy+VKrTvWS8xajU7NiVobYbvSikjJrLXkPNjWjZQeWG847ncej8S6XIDOtoXPh2ofg9v9gfUrKRXuPx/89eeD21HpQ/Zef74XGTkocE5sf7U0uV3MZJnRMm7NTW5py7qwzJuy2OkEWd5NQPkLBi0joKFQytO6nmwriXSW1hgzBito8zGFcrK/wghZAqDUhNJzd6GcFJSrmEZHLXitZspKUm+K+Uwaahb45M+4to4xk5jAYPEOozvLZojBCA3ZO5RThABfXxaCg5ctsDiJploGT97w5BW0ArXR80l0hmvQvCyKi61cVefVajalMa3J/1cqkAvBGkapvN9PzqKoTVOAvx4HVRsep+LHI8F8ruyporVmXTwlJ7xVgr5XIoqqteCMMMRKqeLeMG7GlRXeO+xUKR+pSkJ0dIxSQq+ooDCMbmYxvIoffmj0xE+NBs5ojDIz2CJwR+v0xMU0apcSaVMa8XMZvBYwJ9pj/vs/fv1DmDKNnB9sWrP5SGuN1flPm5vuBYvM69xk1yuQ8p0z9JIxY15BFfQhOlTZmw3O88F5Cqm3tkrwkVoTtZ30nrFq8DgOcge/yEM554KukhAzGrrynOfJGhRrkDdkrY0QI9E5+nkKHGwMYbxUAQPmLDn9WgYD89mUTzlRUSzbxmPPtC4L59E9z9eNUWSB7YNBUYhGbk9lKG57wcyXbgyecqZP1eft9i7oEBtIuTKmqlfQ0rIvarXhnKczsNoQZlxYDwE89unacN4xxsC7wJ6K+FGcoxdxJCyLIwTP68Xjo2bfC03p6SXvDG0p7WOHJYuzT26Ws+Qi8/pex2cGHi3XWGccrUNpTW4YHVIuHLuc/Ky2XC4bThu8MRjlcH6Refv+mMvczuia3ps8cM+Tp+B4Cpavm+J5hddnz+Ijl2WTbkLQhOBEDmY9zgRCsDw9r9KnMLL/ebpsmHURWF9KvPxywUTNfn/w9PWFEBx//e//YtuecXEl7Xd8jNSaqTXx8vUL6/WFPhld1lhaER5brZXjcQhBQUMIWpItpaIJ+Cjtdj1P685ZGXt5SSX66NFWo4ZIz1IWNM8SA94Y3n98I8ZnjLY8v75w//GOtZ7jrOQsL/O4Rl5fX0n5oKlG2ncYgdv+kDERlnxmHnvh758nJji2xTPQfNsbTdspuJIWkA2RsxZy+5CgVRoDF7z0DGrlaRNCQjoOuVmPxl4FMHhZxAZqlKL1wZEKMOYyu0qApk+6rnOfoidnDdoYiZwr8U6oGT8dwLEfjNktGq2j6Thv4ENhy2xKW4syBnSnjUxKB2gBEForgYHeK2c+eRwnR6nTrNfEK1ILvVW+XBz/2AQLn1qh0XheF+yQ3csaDIs1PF0sm9cEKnZkVDsxNKxz3NLOI5/UM2O64siZP992qokoFzjq4P1I7HPhXGtmu0gkvhYpWwdnsbpLuGKINMt7J9wsY8RpPgalQlPStYEu6H8vWuRSm6CIzHzwa0XKXdzmWnpiijlkUeCmOgOZvk/Aphal9FQ+GzPIuZGytPo/UFUhONlRD/GeuBAxv3x9/iMnWYD12niOgTVKPX51ml8Wy+pkEeu1FevYUFycNEXrRBs4Y+RKp5DZtIah9CzGCRX1+SkIYbcIEO3cb7SeiErcDeIpcLKT0QqppDW2xaOMpQ+D7o3Va7l+I2XAqCGfkpv33km0dBeQo1gOLWMochPHsZ3YlFwKQ1nOXMm58uX5KiiC3ggOrOpsy8YaF9TIuMnM+vl2JzgnKSGrhVY5hqA6DJSc0NpRu9warHXie0ZO8ZKHr1ijxSXhFOsq7dd0noToSaWRa/ts9QbvybXT6awxoqa8ygV5SHgrp7XvPx50Zai9I25pT2ljFvQC0XuRFiGIFedWYZI5PzsyAtrUM/7Yq+AixuiCxe6dszQul2eZxdbM0+VCzqCt5/3+nVYbNNCzK1NLwugBVaLLlsL/89vG78/S4/Bec1kuHI8H0VnW9UJcHNoOYlgIWkumvmfCYlii5f8j6s2WJDmyLbuls5qZu0dOGGroWy39wO4/IB/4cfhAUvgX5K1bADLDBzPTmQ9HM6tEIJAqFIDMCA8z1XP2Xqv3HR8d+Thk9rysMnffB7/+4+/k1w6j8+s//gbt4PntK+vlSspi2qQ29vuTeuwwdz5GCaLGOidN6965TFquM1aMnWqgrOwBwrJgtMXN3gOT2eSXhXC5kI+d2grGr7x9uGH0oJWMcbJPMy5Qjx3j5CT9uN8l7uwDyyWgLTwfd0ZXlCzL/7BsGGOm76HzuO/8v//5zlEzHz++cR6F9+fBtyR7F280+2sHY8gIH4s+P1OzYNfHwNBYzWCLTkqKk7RwlkauoKxFM3AKrKnUUuhzt4OSGLyyhtEG1+sNZYyMlieDa8wOEmNQWhHsehdAIwqCtUTraLnggqBQcq1zvCX/MVaSVdZIF4WZ0KM3gUvmLM+XJjvJnDtnSrQqWJ2ShSOW94NVd177zvueccCHxaP0YI2O2yWwbZ6eXvS0M1IiOMHM6N7ZvJdXspPleM6VDFRl5H+rYmgsc6/ilOG6WKKXZ8p5NowWm6R3hhjcfDYo1ovHeinb+igFRq0cTc/R41QF1Fqkh2ccafpdopMxVioNoad/Z4kJqsU4KwXvLkkxaww+uIklkYOwNmO+jAVLr5RUGkK0OCO6gZQqqWpyaZhff/7pN2MsTntqaVyDkdw9CqsgWkEdy3WxYa0lWsNmBY9QSqbmLAspFL1kWsmsMTCUFMmuUT7I7dwxxvHll/+govBqoNoTXRteKZ6Ph5jKhpwmjOlYr7iu0n7XY3CNjmU2Q+MSuK2WSBVVa9wEHJbrtL6JU6EMxeOVqUN2L8E6rNHk/B2QJz8c13WTVEKv6F7xVtIJThuMlUWw2M1EkbotCymduJnG0EZz7Kd8oFpnDM1o80bWBeWg9Yw9N3mRjTpwRrEtGoVcHT9+Wng8EqUJYE0jBFfxN4jc5TvQLTfBrSzBoIbmtVesE85YG4bRtSS5ep8N9QzKiFSqdaz2swGu2HehjqYzz2y94DG0ER+y1ghTyDiU1UJTnbe9V6qUiZjQQ0Yf/zZRDry3bNYTvePDCn/7GCiHFC2NhjApA94O4YeZwRrlM7leAj4ubLc33j6+4Rx4rdFIkql/V++OilKB69sH6lnYboH1TdJcznh6V+THg7g41uVKuHxEa0erhTipCzlnhho/DjrOGSHhpowPcgrTCjT5x/fA6C5sr7iSzpdg0NWAqvBBKMRqJFo+AeGIpdyl4KkK1UhUeLTGelnp/UnKiV6HlCyNYD9KHeRWSWcRrDaV2jX/+vrk88crussS/v0cnF32YqP22XWaPYQhLDLnrSDVGaKmtfI1/35YKaUwgD1lOqJYHUMOh62eIknLhaENw1hSFQK1aoIXL60Kx8rI7WdMpWqb+wOnpOukkRiudyKASiX/GFeV3hhW853bNFqD6UjRWglJQWmYimERIskoRzFQY+C1ZlkCuZcJpDTcc6ZLfZ0/ny90a/z3X37idrvw4e0CWtS5ustOQehY8nkfrUGVvZV2jtwV//r6ZGhPmmO875TgNOPJb7eVYAzP50k+5cFvrJ3lzkE6i5CRo8foOSYYyF/vA6s05XngtNxaJGzRSWcm5Uqrssh3SnGe8uIaQ2GNmzQA6WEFL3igbfVygLEK6xpKywt4MLBOvl/nFM5996DI1GKgumI/Krkb2jCYn3/69NuYD6FWTxbT+fDxMkmWcsVVGLTz0kbUcoVVo6OdJeeEVXBdN9bgpZ3sLbVmzlLIdVDSSXq9eHz9HbrisWfSuaPLC69F4CxNVplPtz7ovUyKpUf1Jg5i1fEGckqAlNFU3eXUYsP8cCppEFu5/dQi7gDt3YyujXlNhhi9kEKlpk1phVoKjMEWHFuwWAfOK5ZLJPXK63XgnCX4yc8BlsWwLY60n9wfL8pQKONoTVPVmNIWNUdnBWNlwaaRD1qMhrgoXvuOMYpl8dwfhdqli/PdmzIJD9RWic5iVKPUwbJavBVE/vN1SkICJSrNMegls5gg6SsApJXsoihGbZBCWG+ydL9uVxRqImkE0eGMEdBlzqiJcOkTZ6G1RVtPrdOQVxJai1yLJg1tr+DzFglk/vrmuXrY1sC2Gn766UYrhWUJWN0IUUCHfo7NwrYKtLNkyv4N6wIuXKQv4D3KQEmZ5fYGrZNfB7m80KZS9kxJp5CXvccFQ+sHTRuW5UbpXXY1xwMTAi4YtGqMrnEuonQRTIQyM8o9KF0AdcY5KdZhUdrRGajRMFZirdvtkyz66YxeZztacbz2icOXf0fpnbIf5JSxIcKA1/2FnlDAUhvGelod9DLQxpJyZ7tGUjr59n7y6e0DtRWeZ+P/+/NE+YUYAq132uh47wlGk0pltI6dPo4letYgXYsxhmilu9zSjJEUn7JBCoDzoZdLnr9fsW+etXLmhg8BZw2lFlEXqGkCnG34oQfaSYQ8zNtEq1LcrbNsyg8eluw56uyK9JniGlrjgpFlcp0PWy1z+mVZJLjTK8YqgXqOTp5aXq3kM62UZnGG6Jy8TAy83QKLNzRtKMjozXQBiZVUaQMqQxhZWF5n4XFUvr2f5CqYnjPLi7Z3zX4Kc+zytqJGo+RCaVCbFIrzgFc6OVImVxmL9SH2wv1xcv928HxkVNeUU6LsMToGjT0lSu4/ALV9wLLKXuNIlVQkbSmsT1EsWzV3JEYOEPW7AM3L2LD0OovGBa0UOVVqE3qEFLLhtln2PXGUwVCOPjrml8+X33qRmTA01uC4RDf/ZV5GEXOOLld5KW9pJPNtUYJ+6BVKIho7DTWdmg5Gr9gh165RE612zlxo5Yn1htf7E2MMqQ3ux4m3Xk4vDLYYWKMj5wOn7VzeJFDCQjK94KqUlXqXpFXpXXj184RRUbh1xYwhAYEqOAy3OKyXzP6oAz+bq9qAt4MPt8i6BsGSXCLv+5PHYwcct22j1cz98WDdItEItfPP+4PSOiFGRMYh7B+rpKne2pBZsXE/0jxxddgw550l47yjlcbjkSlTpNP6EO7WkA+BbhVFA9NJrXBZI5o2SZ0S4dPGUQcY7Si1zlGDDEJHU6zrTYpa1jBm0GAgvJ0Pb2+klGi949eFVislHZQsPhZlDek4scqgrPtxam1NlnnaWko58Hr6yL3BKoUblYtt/P1L5BoUHz694b3hSDtL3NgWhY+eJUa0VZypyA1Ad7RuoDTxslHPA+uUoFaWG0oH1jXgrOM4dtbrwrYO3r/9QW1wu33AxRWUuJ+NsVgXKY93rOp8/HzBAsou1PISg9xMqZX8nTu00mph5MZ2+8iojSVaSREpuan2XnHLRnl95XL7BK2y339n3TYwC/v9zvX2QegE6UVn0JtCNYO2Ysp0bmM/s4Agnw/OVLHhwrEftFpZloWvf37FLVeUMezPwv2V0daScuHbq7AXcc60kmmlEEKcxcKppTUGS0OPwhK/j5UrZ2qsXkCpZchO7MgNhRXMUC14K0mt2iXlpbScdnuXW7HWglZvXcqi/vuLxMshxSBYcq2FwSaF5YHuCEvNSnmzj3k4GTBVf0ggXPoJQUPPRZbHMpWboRwZlSn0fAHJC9ch1OiOoqJ5nFlKuXXQDHzePNopaivkcsrvISfStwfHK3MUeTA/Hy/Qlq49354HZkaSAVKu5K555U4emrgumFHJKZNPKa6epf8oFUuvzDGUPORH62wx0JV87Y0xrDFIglTJAXt0KQZ+x8OU1udtQ168vcsexVgNqrOsHkUVy6jqeCdfRe9FGVCORslaTI96YCdp+nnIBCN6B72xRI/XmuMs5MZMh4L526+ffqNJcxwGDtEzxrDwep1sMc4YY4fRsEoa198fGk4hsTIl/BSjhXDpjOISI57BbVno6SCfiXXdWCxY3SVV0ftc5ileKf3IHV/XdS7qK6WIAcxZTSldtLsGVM5ihgNSzeTeaE0zukFrQXAPKwa11VmsRiKuTpgvozVKkShdjIovH68szvJ2i4TF8H6/04pkyWHIsthaXDAc6aB3oRH3Isjq5yvhfeSyRu7PJ2iF0XJ6VUYe7qWL3/qsCWst6xJRk401BsQYeDwOcgExI0iqptaGtV4a8b2KA2Aa24I1RC/gueczyfVcq+lllz6P0sIn03qIBEzJcr71NiOE4mMJ3tFam7dNidvmepLyiQ9RxlbWyyJ7liJLTtCE9tlak6uxUaxxERhfTazWso6d/+2Xhb//9QM2igN82xacn9IuJ8tz50Vbul0+oI2XXcTlSgybgO5UQ9VM7Ts5NfRo1L7T0sAunu1649gr2+2DlCZ1hyE5/U5GmYIzUebrXYqHpUnEddRC7U2gj0pxHIVlvTDaoLfK+uGTPJhrw/pAOYt44HunnkkKceuFniutKnTYwChKuqOa7MZagyWurLcLx+tPWqnUVvjLX3/h/esfnM88u1BNxkzW0k5B078/H5Q8CEvAKcN+33l/HHjv2F87uYKxnjRv7NoIblyPLg9zbTBWYKlGy6hidLmV7jlx2wLWfTfWac4qjWOlNXXOymvrpNJm/0kIVbn0CUCVD/JUz+G0pOmMsfJnpfBWwgotV7rSkgJTSFXAaMaQ2bssemWEpfrkvynZFaguAZehxLPSkF+Lc0LoVcPK7VnPmzIyFSi1y64K+fuEbtv5FBXLYiSi3BrpuWOVdKT8dcFdNsqAZZOA0SsVzpxZgoWe8d/DCtaSSiHVSlwcwYq1MjjZNSgjC389R3NMqKRlYngG5No5j8xlW1mD2DlrAxsd2hmO/ZB/hhZzq3hGpJDmjIX59VNa+iJi9+18/rhyCYJTGaVTsmgizlwpuYHR0osrgyPLQXTxhsVb4mRxnanThiS7jFGY//jLz799b5DXUrgEy9vlQknihV6DLKVrzrNibyZ7f4ixsCme+47z4k1oKI7nk8WLP+E4T7oS8uqwGh8do+Y57/fyg2gEgtZaxxuJkl0vC0ZLwqN3eYirIchhRyNq+XDqiSM4UyJPPkuMQU5R9eRyXTGj8XrcpxtYiLeMQXSR2hvbavnwaZGFeGkY5/j96x1nrbgirEBxtLYsi2c/dyoiq/Gz0zC6ohRwLnLumedZ6ROWWLIkrhoy10UrYSxpLebCLikzMy1mtSt6FzroOZlLWstyrg8JFiwTdx98wGtBDRxnphamCElmzIMhLnktpjl6lRw+0ySnDDkVrLVY52HAc9/pWk3fRJra4CgpEK2JYZ2jACULPyXLOoYAHG/LQj6echOdh5KLhr99Wvn508qHN4/xMmKwRn4oezsZrbJeopjOvPQpBE/SxHFtZB8xRsXFjfX2BWpivVhQBtUq3g9e38TsF5dAfh60nBit0LuoaDtSxrLO0VIRDpxzMzbaCWGZi+pKXBYAWjrwMaCsIi4rx/5kGIVRKxqwwcifjcbHq4xJNrm1pJckrHxYxcZnNGpoekm0rnn79JFSk8i8WsNbjTEB4x35zORUccFz//aNjkGpzrpYPr5daKXy5x/fMMbhfeBMlaIUe5LggjHyELmsG1Yr9v2ktiY4G605Tmmy9SHj1DVaSc+1gdKWYzjaEDsh81bWu4Qy+iRBOxvoSlEmPiU4Rx9DRozqeydpjm2VpLJKFmLsMIaGlqU4UlFgNLy1qInk0LNz9j352VpFIwBHrfXsNMmOQs/d2BhNeixDRrtoMR2W2Y6307FhUSze8h+fbywhSoiTgcXQy6ApQ3WaM1eOPbFGGZnm3jDaCzyziYJXG3kBOOdQo7N4EZU5o3BGSQptfs2exy5jdGvlpaoH6Ug8nycpVTlYGYOe3DWjhZXGkFDRFhZ8NBiPPJuUmpMNJqtPDmg0cZs7q8hl8HiINrrMiDXM24QVEZoeY8IXhY123QKWQSsnxlvue6F1+f8bozB//enTb6W1GfQbLG4mMoJjdfKiWL2l1Uyb7UhntDxsx6COhgt+uiP07B9AjFEefsrOTLhcucyMD6LAYOi9SsLCRXLJLD7Iv2MJxOAoJdFHZ9tWWSb3hhkdrxRjyDe2KkgpU4fDGUeMgn5WWmOnshGEYOmdMHSMMZTcGK3x11+vvN2uPJ8HOQt2PY/OYgJv18i6BBlfGMtyWdmfOykJp8dbO3cnUv7R1lD7oMyXGailwyIAACAASURBVHOLNAYye2ySzbfz66jmZ99qmYnX3uSPVhgo4fgbhzLSulZ6CDxQC2fJWuH6jCFN3jHUTHQwS35aMP3eyR7DGM6zoq2M1bwTwrG1ltIqqWSccwwGx3HgtRP+kNJoGmYYjHaknFAMrIaSC86LC1p1SU5prcj5xFrPul25efj7T29o3diuK9eLw4fJhfKRdbuyXlZ8lGKmu1xJjxfOKOLlMmfgSlz0RdJp3nhoHeM0cftAiJHz2zfC5coYQwCGGJSVG0WMN3pPLFuktkJvmqGAXjA6YrTHe0XaDzqStQ9+5dgPtNHEtxtqNHI68S6Szwo9MdoLZTpDyRK3lULtBWXBuoiissQLtQ9+/+d/oojU3Bk0jL3RasF5+P0/f8f4jXjdSIcYI+niVombo6ed3i0+WBYvvLbjSPRuuD9e7Knw5/3k/XlgXWTx8kDQWsjLSguW+zutNpVGt1Y8PUMOFNsa6F3x2l+U3DmKItdCm0tx7/xMEWpSE/V1q4PXmeSm26Q7JZvvPsMq8nlzzk+ZmCW3QrOe3Ap0AQzaGVDwxmIMpFb4Ti501vx7D/j9BQaU2tHIzao2sfLRJ+zQQOmVoc1Mgg3QRopzveDQrNawOMOXD2/8+eeTP+87r1RIBZ7PxJ+vg/dDypS1GuosHKshCbSOHHCD1yyrxwczw0eaUQvBSbp1ppcps/0fnZeC8/yZUWg5XCqhhsfgoCku1wVtusAnlXDcjj2R0vjxXFt94OOHVXpYZ2ZZDJ8+rkRrUHpwpEQ6JVUYFzkIGq3n2Kv9YNwppD5gtJUqQa8EpxhFyoe1Dx5HxfkV5yzpTJjPnz/+hjYzgljwVso1McimPvdKCBbrLHs6BZtRpQPRFdMRIbKVMaoIbrRmDDizoBSMlUJgLY3orCCsXZA0EnWWFB1KaS7Lxv56Yrxmi558PFm9cGuCcTjV5XQyr57DapoSJg9azGUx+tkk/Z4jh2UJE85mBTQ2IJ2FECzrqimlcn8VilKib02FS4x8+XzBRcuxn5QGr31n1CZpMSDVJnHgoUlVdjfaKB4pM0UcOB8mSt38+xSmxDUx5oLVaMW6RHIulF7mgpopuxesiuxR6vTRK8Gn0IneEKxIeUSoIxl8ubbJH84oaA1vvWTKh8RsS5kfrEnvbKVI7+A7Qt+GHypPaPSGjMD04PF8FyFVrTDb8Exk+ugSjojeYwZcPVwXxRotvZ/4II4XpQQUaKJHOeGsDd3Ro5Kz+Bx8XHAusARHLY3LpyulVjSV1hWjJwyZXIRcbLeL9ICamBGtLfTBXFA3Wi+0PJE0GqxxuLAwaPSRCfGGKA4y1ni00WgrD4JaO/U86SkJxPHLB2pPGMTUGbwYEBmKEB3leKCVLPtrLUTvCdFT67s8FHpFt8brtbPeLqihOR7vuBDY39+lm9IGo+6Mntl3sX9ardkfLzH1mY51hvur8MqdgiXGyHWR+bVSUqA8z4TWkrgrtaA0lCGWOo2c/Jd5k4pr5H4mrDbS46qy05Ak32BPksD6PndHOxlRaTUTkJJdkpLf90VsnyKqRqqZZxZRWtBINBV5kXiN3Bhn4MMq850aNAuEQiJWSl5+bXSsE3HUdzGScwYf5NfHxAKN1ulaTa1tx1stuyAl/amv9xfBB9yyMIwXSZq1WOsxShHXSFg9P3/euN08Hz5eiIvmeglslwXjxEEyakXP4Anza5trJTiL6YUvb3Iwfe0CzzSISMo4K/s2b7gsnq9/PDiK7CnPiSSpA557A+1YVk90ElIwFrzprEFeHuf+ADq1n7y9bTglz9M42V3eKi7Bc7tESqqcZ6UN2UlJoEaSkc7qHxrxVBulCV/PGimnWlkUFuyUDyk00TpCiJKoWjaOljEMvPe00rDaTl2rIJG/jzPGjM6JFlKxLguv88Qoi/aO+jzltMyQtnNvP7zLjEYtmVpOgtPYLg8IrTqMglMG0xuqFVkQyblefsN9UkC7zIZlNmhkdzFPVunMOOfZ91OWaV2wxOHiOWsmnYX7I+G8p7mBGop1Cyga6UiUKeDRGnJtGOUoRV6wcVm433fOlPn0KQKaXIqkmKyhl4SaKRKFqCwbHesNusnsV9Fx3jLSgKywSh7S0RtyHbRU0VaWZgXFctkknmcEKjfmV8RYSUGNrvB+pfWKNpK+UMZI2KBIzFibgQ8XRmvCu1LM79/k7ujBUEWgmBrCcp1IkTq7LoraGtu6zpn1YAsBo6poSc3ADuFkXQKMdhLCJ2IUEREqMDDYIBpcPccefr3QjifXtyt9FEZ/UrsmH4ntukKWiO+oMnqLi+f5/EqIN3LPuFrp9SSfd5zZyGUQt0ipid4adhjBVKtBjBeOr3e0rVjXOXaFdQFjkkxsjCY/D7mVzajqsm7YGMDITcW6KzEqVuMoqVPz4HoLpJKIy4VWBXNT0onWnlYTS1yAwFCZZftA/UMekKVlzpRxy8qyrmBWvv3xJ5+/LBzZgcoyYvOWoBTjyIRguD9kSWqcQRcJtKgYCc6KOzt61jl2fX/u8kLVDlulRW20KAfO88QaTS+GrjSeLppkLUKoNgSdUdvAaWhVHmzKRXqrKG1prUwMuSWPymhgu1B5nRWSd8sN1/UP6KE8cBVWDZzVJKl50AYzwdhlqjAmWHDewDvIi6EiBIZaaErizu2UwuxgzIOPwVolp35tKK2T+0D1QkuVv//ygc+fN545oYPjdr2y70+Ox4sP28rt0wfagLBEtO4Sae4wnExwyp6wHhSD5yPPJ5ST3WNpfFgCOlre3hbuZ2KLCkpmdZZr8DSgNMVQmpx3PnwKlK5E0WDnP8d6CaV4UCSssnQ1WGcJsNXEFkBfI0eSXTZD8eoZox2jGdYlguoEr4je85/nN+ISwQirzAx5vn53OjWk1NyGx1o1OV2VYQ1W94YqBR+jQNBbJ2hHDAazXvj6dUfrTrQGax1aacJsMI/a5qxdEdeVWjJ6yMH7zG2CBmX22QBl5VQ2ep48mEavgk2oJaEZqFFwFq5blFSSMQSnMErGJ99FT957Uk0oY1BdTSWnzLCHGpRcuGwris7jdYpMp0qCaxhHGwpt5g2qQzoHwVgW5yivg6u1mHbyejTOVKYCNlBKkV+z05Q5Sz4PKTUaZ9FD8X6/Y+ZpqfeB0bJ3GUOIo0NJR+X1espLd6JYhupCSXWOtCcWa3m1Lpa26ZrOVX5qSilYY9j3A6MDtcrSOyyOWt5Ryv9YwNZaqElGLKV3WcY7S0Xw16N3xHcvkiB0kBcEUk4sNeGdJ1jD8/nCGMd22chfJS7Z6oFthXW5cPHAUNyPjLWGbQ20fefL7SOLP1Cqcr1e5hiu4BZHXBfBMvQmvK6zYPWCapBfO/HDJ1T0UHa8X0lnpfWdGBRaB0oZxO0LrXdMnCMtrjLyGwNlFMMUrF1Q3srep5yi7W0GZeRUX45KjFe53bVGryfHfgKduF359sfvYBTaFNSoOLPxeBSsGozhcRj24xRsRAOFpfSMNVYw7KujNijPht88Z85yE+JJ7ZXn7+/cvnzi819+5nX/hveGPDo2CN7iOKvsi2qFbulNWFnGRZ6vk3XxvKHYn++0okh74e0aRHoVhaKcUsUaEOmm5u0ayKXxPBOliTvEaChl3oCRz2RHioellKl+lp/FoSxiRxvi7jCGPnH9bbQfyHCnFFDlrzdFjCveeVo7KVWQP8EaLBKqQWtR+gJjNMoMlIRJzWhjJq3mjqM1ZogDGQ1VIT44Y6jpxGtHCJo+CsaEeYNVdKU5S+Hj20bv8M9//clyXfHG8vXbg+exc+wFVOX3139RhyI12adY1bFyScJpObylMxG9oTk5oNrlCq2wVC+pr1Fph4Xc+HJZKSXjjcIoQyqVZymcpRF8oPXK6g3v94bxBlRFjU4Yg9XAtgVa6eI3sQofFNYuWKcwRQjWRgdygc8fr1jlOUvjbJ3FK6KD+/1OQ/YsNEmv+uiorYr7R1lqL+TpcVJaCswK6LVj/+OXX/jjjz94f78LXVMqrqKcDIFaE59vb9Qi0MHRoLSJPncK08E7z7pFXo9KS5UyIM/UxFAaFx29JrbFQk/EID2PaC1HL7JQVhY1GrTKEh2v14u3y8LPnz/zuP+JAZzXtC6jo8ZgOE2bc1I5cXvAsL9kpp9yBjq5DTnJSHme88xy+wgeowYtNTl9G7GglXPiS7pcH21wuDmnPVKRk1VrgkifvBo9FF7LCbQ3ZvpJBp+jiJBea8hlYLwRztbcG/UuiBghEEuahAEOzeI199TAeVru0pIewilLUyGrJwzSWTMjzwvaeGreGYiON2eI601Omq2Saubt42dezxe1JJwz9C5xaGUNWKERGG1lbNkaZzrZrjIeatOZsC4XfJeAhRj2CkFXdD9xOgCFddEMEtcPG71lQhT9cYgWSqHuL8ziCDFwvArRRs7XN+oQBLo2ltFE6ZqbpNOU9ZiwcjweXLYLw3jy/Y5fVlCGc3/i4kLw8tBoSk6D1jnK8x1jFsrQjHpO+ZCiDUcqhZa/MlLFBYm9qtHofeAXx3b5xOvxwGhF3hNOVa5X8crcz8FyW1FN8OCjeaoy7I/fxY3ib/T9JYcGv2Hagb9ozuPBdrnRSqMohcmSwHm9H7xOuS087gmnF4xRHPs5bxCadd04i+hqnVfcMNTPV/58nDxLRifQphFMYD9Pjn3HaUdShVoq1Xix4CkjJTIjOmgUvMpTiAbDwBCMj4jr5o1XySJ2NJlddMV0A0mqCquppaAQYGJ0UmxrvUmvbEAfhtrmInwgC+kh4MXahEXWqoyltJKGtFEdWbJAMJauh7zUlCJuC7qJp9yaIAj5LiMXmpQR9Yw8BuswvUNwHKnwX73wl798pAyoj52SGs+cKF3zSN9Ht43RiiyQjcUZ2RdqvxC3QPhQUL3Suwj1pBulhMkVYF03YvREE2jt5O3jR8qZSc/C49ExznPB0pTwxnJq2JunUERepSPl9Q01lCjHIxN0mUkFvn07CEHIF9t25dv7U6ybz8z9/gLtyRQ+X8BdVh57RRnxP7Ummo4QDOPMc+8qIy1jhHhhDEJUaJJYNP/n//G///b71/+izMXt1Wk257m9LYyW6FWUnSF4UsmUnMlNuDq9NrxVGKs400nvhdYKuSq6UninfhAdrRkcOQn/xXpyKny8/WUmnwRroI2ePQx5u3nnyH0HOtd1mQwY8RS3Ik1J6xy1CWF2dI2NUZZsc6gzUNSm0MpKccY5ztqwVjLaQQ/EXOZobdCbnG6OdIIShtZzl05GHZ1cBu/PTMqdnDPBb1ICap18ZEbrnK2L4dA4sY9pcNbgjJKkWuu0UgVeqS1q6IlSduTcyHvCGsOyBvaSSAW8cZz5kCCCUfgQKOXkdomsQcIISnUZCRKmR7kLkkRb4dn4yCslghWMu7ZefljGkHRKnx0BJwIxNZlY2/YRsNLQTZWv7+/ktBOdxWvF5gMlnfLfDVgGaCWoBtX4X3+/8mkZGG/RiIQpBDk9Bh8kou0mxVZruaEawyVuaGdZLlJsrTXJDbM1rDNY7VDWoMiAxl829v1PyvEVFz1qyBhNaTtRMp3j2IXdRpHPdnzjfN0Z5ZwIHgVaxi7BG9Kxy6lsCfTUGHrGUV1A9YxWJzpsmHhltEGtO8ZfaBnanhimcXm7Io0kw3T5cN4PwrbSdcMMQXY4EzBULJVSpe27P05SblgnZcqBwViP1pbzdeDXC8/XSU0nH29y20jTOpk7InkzilI7rQ7GVLyi7Ax3NIZRlC77yTUEtuB5nokjF1a/CfjPepTSlJIB2fEMJI2kjfSBlDI452cpuUsySWsMcssNTpNyobSONn5ODCTG64yBGagZHXIT3LibvZU2oDfZFarRaV0wRE0P2rQHjjFwzrN52bNW+iSAy/5w9IpxErW1FoKGMHcofabDUpJxdRudx+OFroVtNCiJTxfLh6j5KWhWA86LWCrYTtQdbxqqHzjVuETPdYlEA2vwRKvwTkbYtTZyzjyPxJ4GZxvcXyc2Rn76y8/EqIi+c70EjmM+F7WipMKZTtCDYC3HU7QCrRR6Hzyfpxxeu1hC91fh67fMnuGssJc290qSOnzfK49jgJYXSPSDbRHAqutIA76IkrwPmZIY1SdzzNCGwv5f//f/wyAJA0kp9loJtXAWcTUImbFJYaqPH0kq1SVrXFoXEQniixhaThiSplFyYlaKdfF8fbw4q6IMQQ5bO+hnZYxCcFocATXPxadAvnodfLneSOchiYMopaYxNNtyIbXEtgTOMtj3zPle5kNVComtidJWcteW98eL4DeiV6zOonWnt4K1UxrVDM/HiXea0STmdp4NZTy1njgXWaLj/XEyuiFnWcTDoLUsP+BKEawVinCX8VXwoHrGhoX72alFTietD6JfAEFWMxTLskzUgGhpQ9B4o7Cq07WME86cp7RH0iVOa0lWYHnVzLIIeLJXAbPVmmgc1Nr4mhshLNTzJGUBu40OpQmgkSZU497k+3imxJl2rNXTzmYYRXzqmgFdMNd0SYE1LcTPVgq3Dzcub2+onjgeB19++hmvLZdLZOjOcSTWy4JbHPXYcTFQdWS8/pDCqF9Jr6/T56w4jxchSsS1pgPrF2xY2B9PFutZ44IeBqaSF+tp50NipJMIUFOn9Mz1uvF8fwdVMS6ISAsNw3Dev3J/Noz38sJVCrNc2LaPnObO8XowONiuGzkrxn6XkYaLKOXwq+J+PPFV0Zul1c5x/jlJ2poYNOfzD7rR0DLaRbQ5sRiwjva4s6wrNRdCDeQk2Pj3r3d6UxgtD+vjSDyPCspBcRggn0+MkhLsvh+0IdHcbTUc+eCsjXL+2/G+p5NcGqNVroshpQ5D4bT4wytjWkKF/nqWzBI26pARbm1NlvCtz1uDfC77aOhZ6o1Rdj8MOTHX2nFOiNPeSMzUOYceiloqqiXcLNcJ16kL80xDGzLyqV12Hfq7B300Xs8XbhU4ZOlVyqZWuk3aehqVkRLeGbqqdKPxWlONoOq9kfrBeRz46PhHkKTfH68X/ds3dLC8cufRO2nIIVcPeWgr3TFedpHfUifGwFEzZ5b4O61JtHdIIdsHx+//emcwNcnt5J//lfHekI4X6ayUHiT+X6rgYNTgeo14Jc/axYgbPfdMMBGtLc/7Swq/WKzVPPZKVdM0imZZF7QZPPcnWVnolcXB5y8rr9dBSw2nPTkLCVhZh+5N+n7O0qrsptdoMP/jv//jt/M45gdb2p/OCV9/+k9Z1pXjOKQgaA3OOOiSLujKsB8HfhoElRICq9Iy9jDaoydW4HUUfNjkA2UU0VvO8yUFPyf03THRzZKxHlijWUIgnTvOS9QVmHNd4TMZY7i/DrCW2xL4sGm86zinwEop6nqLPN4fDBwhBKLrrF4e/NaKPRA6z2cSxovuXBfP60jU1tFG6L4pi8dAzXhTLXVm4R1qaFqXBbE2Bu+sMLWMLBxVb9QyhFWDlHEYcupVqtNnKMBbieUKU2fM3ZNgt1trjFq4XRaBXpZOdJ4xCt55nAukdFJSwhq5dY3WsMZLQ98GsAEXI+lM5CTo+jFgDYs4BHr7ge2wzuGC5difGG2lu6HAzPy8ZjC6uEMGmjqEVtxb5eNq+G9fFvLjnRAlvfHLX79wfVtxIYj2OHq0ZGkZZr40x6DlQhkiJ7POyuLTQFw2ud24C21YfAzSOanzBmYatcmeRw0JMDQmjbVIgqiWglGD4/FN/vnBwHSV9CE7nXS8473j8uEjZzpFYqY0Ne0oM29Pyw01DGU/2d4+UfGC4a8HblmE4FAPevm+x2q83h9cLp8YDIZWKO3nmKaQ5x5C2YiaOfvz/UHrkpoz1iL2M3HpaK143k/+fD8YwPN58DyTDHe0aGgfZ6J3CXWA2ApLrZy54ENgP/NMWFmMYjbRERmTUpQhX0+FlhKrEjqzMXbeiDR0MEozemGNcgtatk0c3RMvZDCUUueozM4AjYys3m6b0GJbRdF/hFy00j9a5W1IbF7P0VkfMnPWSk1Kg+xbFf8+tBlraEUqA3X+XI5acdayxsCyOHzQWKsJTgksFUNvg5QTzjr+ODL/fNx5PDOv58HInW/viX+9Eu+vxP2e2F+JelTyTJ3WVGipoTr0MkhZCni1SF8kVzEznkehVcX9nnmdnTYcj6Pw7XnwOgbHKbFjE+UwrJQhLp6//XphDYqPH0WghVactdO6iLmUgrgsEilv0rfpRqLOAlU11FZnFSEwauK6BaHw1o63AcaYJGONVmZWAexMtam5226Yn376+Nt5HBgNtTVaLfx08VyjvLWt1mhjJao6JfdSaIPRp318potKkfhpq3V+uCQaaL1QM7+9n8TgiW5gW+bnT5/+/YPb5YpN14RlodbGuizsx4s2GtfLOnEMBmPkOqqYc//aKLmxbgvXiyCSrTe0bjhKYwmeMTIM2C4r3jeCV6QszJglGBhJtKnGcOTK9RIIHu57JkQ7Xc1aeiRNfh00OU2i5EOo5Dcse4QxWJybC1ah6BptyVWIxUoN2XUoxadPG9YMkVsNeVBZLYiY3jpnKhJMKBWnDG9b4LIYaBlvjCThqCijsUuQOO95Tj3o97m14Zkrw3qsDaRTPChOy/LRKjO/po3axf9itWHURjkT23qhtER0Bg/oIbuq735wNeDcn2xLZFsWvOr84+crt1V0AG9Xx4e3C9ttRQW57foY6RhsEDGWNx46+HVFVWnQWu/la1WHlA1VRfUgzo+ruFe8d4TVywNpgLGbhAAMvPYDg8E7x7m/8MFLgfP1Fa1llKIx+GVlGMv7v/4p403vqccLurjeSy4428ht4MJCLQkfNrRq0MEGj9YL5XyijIDnHt8eKK1xbsXaTuuZ9XrFuZV9f8ctgXJO0x0VYwO9KY7njrKB/HrIyM1vKGO5v3+lNz1LeoZUM61pzrOhneJ5HjgfCSHwOg+ee+asHdEJmOmLkHizMp5t3ch9UJTsUxZnJZFlDWXGyJXuHGdm4BhKk1qXBbQxpNKpFYyxMz4uk4naGliLUmI2bFUmAbUP+oQreguqlx/k7lYywRqCEYSN4OAHfRghCCO3YpCUU/+eOpTZFVrbOf5q0+2uMSDTCiQMIDDGJoSK1hFHfOGVMuUsHEfmtSdSbZxFPPHPPVGbYqAl2mo8LoZJKlK0Dkt0LBeJe/fWOU95ORtnZbRPk9upbmhV2bxFd8X9frIfiToMaEdqFeUt3mhMhbgG3t5kKc6QwNLt6rlEKRQWq3mcVSjjTYt3qAqmRGnNWSulNFpt5M4sXUthudZK7dKnWqInWMXztZPzQGNIpVB6JzihFjgrgZRWGrcPK9bCaAPz80+X3xQdqycpsxd+eQvym1RSWGsI7MxZTyqV3Dv7WWQxLU8g8VMMRToTwXlulw3F4NUySsMSNI9XJi4LwRQ+btIZ2F87WsGeE0pZrBemTz4zSwgyggkrMRh6OrlsDudANTH75V7Zz0yplesHz2WzHGdCe0Oqg1Ia2yWiFdLg3Mx8EMHQEXrl7W1htIwx82XTFd4aYnT0Cm+3i8wZqwLkllFyIZcKVfYt26JxToj9wTlGrT+iuTUXmrKgnUhdWuPMiTY6v/zyiWWZgp9hSKmIc2GOxHKqjCG7pCVErtGzOMUSHK1mLqun10I6MwzhMT1fL5wyrHHlqJOkiqaojeEiz8fX2Q7W1C4+A7osF0dnnhgFW9FbwWhLDJ7jeLAYQ7Sa4KTLYuicpyzhvXF8ukQ+XxyBwdvF4+1gWy98/nLj67c/efv8Mx8+3aR0KC5eWj3RFhhF7Ia3X6HshFVm33LrGOiwsMRPLD4y6BgfYXLBSslopBvA3HcAUphsgiuJ3tPKKaXLmgmXz5JCo4vsqHR83Dj2b7SuMTpggyHlwvXjTyglki3rHaPLwameuxwiEBd4Oh94b2kFlA/0dmK0JuUTNQzWe/mhLjvaCXbHaEXtJ94HvIsiTOqNlHacX+ipyg1WD/wa8U60w2fOvN8PUuukkunK8sf7kzNljlx5naBsxBjN6jUWsf3l2hjKg9acRfY9m3cyFbBmjmOlPzGM4iiIBM5o7KRcGyV2T2X8j8huH3JzYJKuaX22xwXZr7QghgYi17o4z2ItNWe81QRn2PdT4u9qUGf7XWslPnKhg0ovQyMFwmHklTIEZKkn+E+pzu1ykSlBF7Kt0RqjBS1Sq5AgaoNcxG0jI7PG5bLITaHIbcE7LyPAJVJHp5uBjZbjSNgY+et/+0U0uVbx+PouCbEZma8lc1k8v35Z+PXnlZ8+bfz91w8sTnO+Bo+jcQzZGfc+CN5jGQRjuFwD66o53p8Ep1mD5ecvK4tR1Ay/3w/+vCcer8yRpQToZ8DHhMArF1FV1IGN35OaIhjTWoqYSolTKFpNOit9GFTt1NRQVnO7BYyGnCo5Z4zRcmDthRAC5n/+j3/8dv/6DWsUNRe87fzlLeDMvA5qUNpwpkKdGeyOcJ3U/OauQWavo1YWF7BWZnpHzhQtM0VjBnuqKAVvi+ZtMZz7Iez8Kt8s7bwIaaroJNfgUGowRqDmg2jBO0XNaV6hLZ0pQVKDdRMX9RJXaqvU1onBzZ5K53aL5Np5PTMmBHnYW+S24UT5qJWZxaKD/SX5/94rNTdag8frkOJdjNK47TIqe3sTFHPJCYOkF3LJIp9vQxZOzjOa5OobChc81g5KEUtdz4PgRQ5jtJqnp4mR7oNtjYIkOGWZntKBsUY0mSbKg96JH8A7+cFuA9CehqVpz5kSwVoxSfaO6uCtEwDi6CzrgtHiOdB6gJHUmxqN4AxbCHgloys9m8apDKz31JpRrfDxYuWWpqWs9fmnN3xQXN8CrzNxXQyDRquJGC1Ky6w6rhso8U233sjpTlxXnI2UoxC8RFh1eJvGtkDridb6fDhHakmgoY6GsYGWdkY/0eYiTeVW6aVK48l76STUE2dk9NIoeNPQLpLPRIgLIw0GhV4TtSTZ++XKcv2EikJOKClj4h62fwAAIABJREFUlwtKCytO4TBxEUhmOhldbqotHxK9DhFjA7QyZUqD83mKyGtZ6fWJVmDcwrc/vgqaPAbiEkj7yfP1pKTO8/mUcUiSLkWbJ9HXWanNiWxISW7xska8Mbw/M85HUm/kWrFa4rN6FFEET4lTaY2KkptGg9YHJUuqqCOUBDHlyclbCrVDZvWjE52TxACNkjOgiCHi3f9P1JssSZJkWXaHZxYRVTUzHyIiI3KorqYmAoi6d9gAK3xafCiIAFQ3siojfTJTlYFnLJ649yoWTuGDmakI83v3nuPwFq4xyiHLGaK3WD1Y4oS1SojXUXwZWknTm+8EWW1lx6g5x5n2R9/LWntG19v5HJH2dh8K+vfbv/x9e69UxqnElcPdd+zJsWXasMQYBL9zi8wXadAfqZy738H1eQHVJQ1pIMwRfZY/1Ri4oPjt1xfevRPb5jxHrh+uDOP4v/6f/6BbRwIw8u8JTl7gwVtenhfe3t7oBZZlwrrB7eZ5+7Lx+VvmH183Ko6GZkuZ62ViihOjK44i+KGSO/0kUtQmO4zRxeXCGBhjWBaPZlByl8kEmmkO+OBIKQlhQxvqkF4btRK0kxvgx+en30erEskbMHnF+8VJw1UZhjpVqtqQa6UehdGVxBuRSN1sZT421MAgoLK1FOHcDDnNG2d4fWxEb5istE0VVl4aaBqWUhqlNmlAxiit9V7QBFJKzFFwGZMPtCEpC+fkJK4Q4bz3gRid7CaUuMrX+8Z88aDg85c3jtQwzqOaLILUqDitcNaR9kLJ9WQBSZu11iocLd2Jk2hhnVWiiXXh3BsJjDClJCeP3mkDvI/UIW3yNr6zrjoD0UlKq9ii+sBbh7WaI+/EGGEo6tmPcFbEM8e+03o/U2XyoW5j4Pz3D6NjTbsUQqeJ+5bYM+SmUVqR0kH0jv3YiNGhuiLESClNJElO5EDin85YJ8gM0xvOSJFS9cGomd4K8zRRShULty68u1wZqXK5Bl4WQzCDd+8ire0st5kYFqbLhTjP+GhAS8nPaMMYlj4UxnY5IY9KvL0wOqd0qYlVbfLoikQqR8NNF+qe8E5uYCiNdZ5cEmndTuyOlzHL6PjJU5WTNrJfqFnkXn1ojBGvDSozNsV8m2g0XIxYP6PDBY3QS72f5cE1FEaFM1LecSGitcbqge7nTL8J5TTXirUGFwzHLmklbS3aalHhamkvj7Np/fb2xny9SHDiSNSU2e4J5xzbVqg103rjODJ7GdwfhdoHrSr85UZHkBupFIKVU+59lwh6PUVwjE4bVZw9Y2CcE4DnkGTmtu6nJ0fq4K0j6b0m49bWZRxknDDYWq3M3v3Yg7bWmOcF7xzBWZ6vFywdaxqCcxF5nFYd+52CfGLFW5flvlODaETCJFRZpOFvjGDQnTDpWh+UWkRpIDtnSVZ2JQtvBAE/eccyB15eZv78yxMomf8f5+LYG0dujXdPF35+PxOjBj3E7nma+m7XK8rISynGwFAGc95Qc654ZbCq8/Tuwj+/bpSmeOyJPQ3+7//3E6/3HazmKF1ozq0wW83iHZO37NsdbTTzMkkNwGj2LfP5y87eNG9Hp2tHLpXbdWKOgde3lV5lTHkciZqrgHJPiZTxlnIUNI0lRtSANorsiYr8P9M8EYIWHD6iANDW4qOAJBfvCMbwej8w727L7yD4jdEHmsJzFCOY0aKQbMPgvIiHWm3ifzhBhrN3OF2YgzzctdGk3hjGgpU38RQ8re2UJhRZ/12Baj3HkTlyZyhLKZU+oCqJ8RmtsbrifRCejoHrMhP9ybNyGusMOcsp1BpD9J6UDwYy8+tK0VVnihOv3zaCn862LIzaiOGM1yp+2MWOrUhqB07fhaa3SmmVUjT6REOUPDiOIimmwQmcc5JEGoqhNbULerkrxdGMlKZ6FUa/lUW7M0pOmPY7sVQ+QGV0Ma2dC/XgDL0U1DAYBCE/hYmaT/gcIpPJRTDhpUAaiqY8Wge0tjRgckE8AgycE3iiUoaakvhDxiBniQiqIbsY0zujZ26XhV4LU3ASvGBAb1y942mOOAtLDITgiE5+z3fvbyyXGwPL7f0L2+vjLPl1hvh5YFRGM3hnKHkTb7nyWDdxrOtpqexorfB6YX/8QTcdasGGhbw+UM7SWoJy0OqOUlrCA11SQs44StfY4Gmt41wgxKt4UvQghqssr10guEhN+48FfMuCeA8hYKxn1I6xjlx2es/46Ol5E8JzLygT2R4btQnSJvhI65quNK1usl+0gVZWYQ9VAWpa39n3B70Ltdc7SYbpIeGUeu4TjNN8/fag1c4UHTFc+Lc/NkqXg1CpnfWQ+LksosfJsxs0Kzf9S5zwzktTWw2maZKmdfBoZzlSIrqAQgyXfYhOtQ5IVW4lXZg48iBqVYi5WlNPD7qxDmetpLS66H1HK1jdTgzOyc7zmkGlni9PtCL4QE2JoA1z8Iwi5FqZfMgt1WhHbe3kQsnLQvBJgkEXl4ik1kYT0ZTQcQ1TkH2DaoNUBkcpoluwDm+F63eNjtttYkuZPcH9vhO9RxvDtESmOfJ0nQnWUnMjOMvtNqO6BEGMVbh5ws0TPnqOXNjWfB6IA61D7ULU1aMzO8doBahcn2bi5ASQWcRpvq2Frj3ptHtp01kmxxI865pY98br2w5Ybi8Lzhi8sizR01sRV4t1PD1P3J5mapEblTOWdBSMl4M2rdBLJR2ZXCUOzhgcZ7y/Nng7EuZvv/70e85C4+3ALSg+XC8IUkYcFM5YzFCUlOG7qKl1YljwBiYn8zRrFHnUEwqmCfMkqSQD9ZTKxGDQqlIP0Uym1s8EhWFPmdI6aIP14ZzDS4wv5So5bz9YrhAWz/K00IdimoWYG4zBG9GKOjdDg9fXV56eF1TvIuPRVny+znGb9I+xjDvTWn0ochcIntGOGCK9S/Fwuc58e8s4a/DG4093vA+ynKpdrvVbqqTamBaHC4b1SJSmzzFW5eOHZ0qWmbm1p0XtTLLoIR80zhll73JTC8HSaYw2UNqjrMycrT+tbB1cmNEmULLivmf2OngcB2MYmX8aJenWoSlZugZDyQw5xCh7ACWIenUqbC0aNwZGD6KzOKqofqOhNSmj0TveG5agWdzgyImvr3f+5U/v2R5vvLzcePfxhnUG3Q/ibPHLBW9OnamPKCM4+lYH2geCFeaa6uCip4+GUQ1lLMY6lBIOlnGR/fUftLJhfKTshzDRlMLoCy5GtJZODFrSavl4COaFjncz+bgLkVcH+jDkY+XYVqZ371EaHm8b1i0YoynHV9kNtCZjh9FOcRFo4xjaYZ1Ho9HOYVzk2DZBpivploTlwv5IlLQy3V7ANkaVl2nPGecn8tHo+UGpB4/HnZQzY4hx0AWParIg3ZJiO3b++eXg0yPJibwr1twwCCqoD4V3gzkE6WAocbXH4MFYjlZwLqCMZds2WikMNzhyx1vHVhvl+xijyx4wl0rX0kdSaojD/FxoG/tdqidEXRljCSLHWhlX6Xa2qoNjiY5rkFRmDF5IEudnqbcqmBslSgPprnRSkbZ/7d+b6OMk6QpGqbQKSp2QxU6qjWGEMGuNvODyfpDXzP2+n4mjIeM8pclNinSXZWYM+Pztzn07SFtC9c7jvvPYDqyWTsdaO804sDJ6LrlSq5Sqh7bU0nj99saxJWqRz/G+J/SA4M5Un5Zk4zQ73r1bWGZLOTL7Xs7WPgxjOcqQlKfX3GbLbbICYq2D7Z5Q3eCjJXiIRlBPxzmS1mowT15Gx2rgVSdYhaqZxXlZT2Th46WjyLNjDPpZcG59oIxhTZlUFHYg7WMU9NaxxvPYCr125tmftqpEDBZnhEWjjKfUIhFU66hlZ6iBNxLvssYKMrvDcRyopvFa4H2tSbR2KNhqx3jZ+EvpzUnHYJxYglrptRN8P6+lhs9fNt6/f+I6ye3gEoPM0/POFAI1VRygW6OXzC8vT7hgeTxWohdJvWqVeQ5cwlnTzwVnNPtx4PyM9xKxc1a6LNVIZI2umYLFeSXN2DZ4fhcZY7A9EqMZjtpoQyKPU4zsaeP2dCWXxhSD3JhqZowGw/zwIDjj6bXK1dFOqA40QVIrNPrszjgb6E3QCal0SioYEwXoZzQpwZoKWUkzv5dCrhV3LvCPmohxQhuFN04exqahEa+7jAQ6pQmM3umBVaIf1mdm/7pEnm8zn0vi0RT9XIBqxDutK6icmV3mw9/eYdV3mrOIjV5++cC+ZrrtQqyN4qV3yjL6HaUj2kds79joULpje6SVzGBwbDvGRiYnc9u4PNFHo1fJylu30EdCqUzO4HSkkhg0rDXQI3pAS5mj/iHR55Jo/YHxF7SW/dUojf2xsswTysoiVtkF6x1VP1BqcBwPUZRGT8uJlg66NoxRGAS6cvI9Tztaa0qW6Koxg2m50NtG3uXBWFMlzDN5y+zbyvXdDdMbOcFQmm3POGN5rBsvtwX6Q3QJWvP2uGM69CTjnOtsMMpxXzNKdVHIjoHuTQIJWl48uYK1FjcG+7oyhmK+LNjZsq1ZUpflLj0T9AlMFQChUnLQqCUzKhhlCNbSEEW1c2eTnyYa6t4wBpyqXGbH5Drvn2Zqk85IKoX1SKTc+XYXyvASHJ3OfT8wVhTH8jqS/d5AkXKVw4+UTM4RsyGXKqRhLUTZ1i2PUlhiwGhLGx1lHE4L4bu1QZfCOnuuLJPjYiW8M8cgJchcMUrz/uMzqRYKsp9UraB84HU7MK1DapRDaLlj7NigmSYLNKiK29MT1yfB7uRRWd8ObB88LQJs7OXg/mWjdYtGcVRxdCy3C0sUNxOqnf05S3Sai9dMSjpBIQR6lynCsJW4eMHKW3GZay2x9+f3nnwYUjHUpEhfdjqVGCe+HkWybkozhqZ18D6cTiGDHxrbWpcYZW+kKtekrOR6PhCXda2J3svpk9DU8zfVSk4VMmebZB54JiXK6OT1oCM6ylr76UhvXFxAqYayg46RCCrISKDJVbnlRHSOaGecUczzdPZELP/8R+EaLc5kwtUR4ozXhXpk6igo0SbS8mCeDN1IGmqyka/3B9fbJAmxx4PlEtBDSMHjTFf1JjCxUgvGI/6McsjJJx/My0Q5KrXC0LDuB70UupKcvPQVHNYb0lvGRS1aVw3HVtiOgdEOq2Uuq85rf2my/FXaQ6tn5NBIimRocurMF4u14u723rJXRbhdONbK+npn3SEPKEPGHtZNZ477xEp3+X6JL2EQ0dAzVSus9fSWoXac0pKLNwathsD/SqWPLMgYBdoZQofoLJQda4xgThCisY+W5d0HPv/9M+FqmK+CUXn74ws6zIyimG+O4+2V+eUdNEMq0NKge4MZoPHQDra3jToeLLcb0zRx5Ad1WLpRGB2FN9VfMV6hdGVUS6uFcAnkY8V6zWiGWjrKRoaB27uf+PT578x+QiMYd52rFEa1IeUH0/REzZucbrVFa0vvFqMj2IELV5RW0MQl4+cLvTT240BW0I2RXrHe07sBNMqIcMnYhT4y9J11fcV0sCGgQmDqi3SG9oJ1kZwOcn7QjRffRm9MUyC4zt8/fQWtuEyWkis/vyzkXjlSR6kLRxFgYjyd4MMaHkdly+3sfCloVcIfwaOMpSU5LOQsB5Pa+rkcB5QFVSVaOhTuJMhaDaPU85BpGGljCo5lEnQ/vTEFx7vbTDk2rFLsR6Yrw5evD2oVY+AjSfLPGketwtjqRg5TGINVhtLFW48CrKG177ceKRRK52EwuuxCnTmJ48NwnOEXxaD0IlwoKy9YI1lgJuPQ3fD2ejBfJ17e3yRNas/uEZmyZ3pzBG9J+10gXFZ2EaoOeitoI8reODta7Yy+nHuNmZIPjDHY2ghhoaUk1N2U8FYzjENbh7MdPQZNDcKk0ENhhyK4wDRN9FoYunD5GHh5J/iTYBy1KPaj0IYnxIl2HERvyUGfhwDFZCQsoYem5cy7S+RIidKbJEjRmPOhNk7QqlJieVS1Y/71P/36++vjVZIUtWJV4d3TQm3S+dBOybJN63MvoGhKobvBjMp18Wz7IQhxmkTwvOeeC+hTEuXsuThWdAZL8PSSMc7Smyz2ajkjq1i0k/GItpbn65VWmqCjS/4htPqXv33g+hRQtbB9Xdm+rDhrsWFiKLBeEYLl6RYkEUQ/E0oN7z1xCnx8mbFK7F/LEk/gIYK+GINUC9frTC+FYAy5dJZLxKKExFvHubdRuBDpypJLZ5omLhfPYz3wzpzL60TOjXWXJe+ffrnhvQidRu2oPn74VISyK1f/oQcpZaz11CYvdG81276TQCi1TXHURu6Kt70wtKd3uVHqwY/FpogKFboPLsFijCV4+SFsXWRVesi4wDvPNE0CieuVyTmWaMXk2NvphBjcoue3l8AoO3rAHANv20Zw8J9/vTE9v0BLoDrvPj7x/PFG2gpmkuJaG4rr87M4wY9XLpcbzntqO8jHhtUD5a88Hneenq+UvNJ7Q6mE1RO57vSaMaZjLRg70/KdOC1y0nIRY4xY2LoszUcd5P3TOWu29NYp+4Ond7+gjCRi/PQM2kpnZntFm8h0vULOcIrCtJ2x2lHKgY0zWit6TRxpx4cF5yIxBLbXz9yeXzj2IkiWIv6YXCrlqLQuqJtWC6VVRtNo5ymA0bIjO45E6QpoQnwAjqPy6evGmmCaIlZrlsnTeya1wf2+U2ohpYzRmhg8rVSc1qxHoaHP8EIW4sSA2mQe7tWpd62VNTWBeBorxTYbBfdvxCvhjIRAlEhvgIGzlo9PgfeT5mUJzItjCY5oDflIPNadXDVva6Z0xX0vrHnw/uPPbPtxllb1GYwQ7lsfkFIBLS+BNjhTnONMhclOpTLkSKok3quRror4cga6NewA5zwMzWPbGIhW2n3/jGjw1nKkytu3jX/8+yfevrySjxNMWs/Ru5bDnHEWUDglBxcfI9o6wnzDh4k5nvgXdTo5hsSLt9zpuB/Ct6YV19vCcpmJMbAsMyZYbtOVEAIuOLwTJ/zsRc7HEAozDLxWXIJi9qeFEkNQAsN9nifMOEebiCvpWEV10Dt4Y7ADvJaRd1UDlISbvDW4H96hTqmDPTXMbx+ffs+HVPtrrqjeeJqDzEtzwfRG9JYlRkpr5CZGPYN0AQDWPWOMBQxvObOWQUFRjkKnM0WZ1zc0zgcg47X8wKU2aKfpMCe5EtY+Tg915DgOji2x1SyOCQbWBq5Xy/XJs39d+fI/xJ/Q0VyerlwujuscWBbBoeT1IGrRrNbSWJYZNTr721e2TSKkrRe5krbBt68PtNVMS6CVhO3IXNBoLk8z277RUWwpg1KEaWLdM/ta8JPH2CEz96EIRnOkhlKW0kS9uVzkeilOjyESHW8YveCdYOs1ity7yHzq+MEeUowfSO2jakq31G6l9LQmjlKJPuKMRWtDiJGuEZ9FL6Dkw32bAsYYXJDl2pEkeDDFSK0dTcfrwRQsqmYuQfEcLftxiEe9FEbO/PbxRjBSTippsG0bb+vO8y3y3/7rn8W9knfeffxImGbZwXThQ2krMEODpNn0uQR3c8T5SOsTMcyk9QsvP/9G2u9yY3MK7660CtbIUhDroHV6afjpStWGkgdWn3fckkVaVgvYgDETSqhdpG2l7HcwEyhDK0UOKlpOZi463OTJ2yrAT6dpvaBtZH284rxgH3o7UEq+5nRF3jLr+gUfZ5y5oPRge7zKabNV6siM8srlslArNBzaavb7SsrppN9WjpJQo1GbIQZJP25HpXeF9YHX18TT5SpL4jHYcmbdDrSSUecUJzm9n4kxidhXUu047xijYM+Y52AwRYfqQ/YuSrMXcfSlUhhKMYaCs8hrlSZYJ9MCp3CqYnXjlw8X3l8Ml+jQWvH2tpGOzFEqr/dEaUoixtqSipBr91JZk3zOFZrWxo9/fx+SekRphtKiplXCtWrjO1pR9jQofeJ51LnvERmTOh0lzloUSMt+iLrXuMi6J7SC+Wxx91F/RF2dsQRl6Xvh26dvfPv0YHs7aHthRg7fhUnAg0MIzbfbzFByMGtHJvhJZHwDgnVYJbc36z1Yy7avzNdnnBXthEK4d8o6htZoZ5gvi3DF4kRXBmWNHJqH9FRsq+hauS4TrhvqlohOQxdc1CiFyYdz36pkReA8NWee5plWO1+/3nE+EJaJUQtaa7FkKqFW59rlxofG/J//+//2e82ZUU+Rfam8Wyac/d5OblyCp5+LKGXk5EqVWGLvnSLEE7R3PI4kY6muOXI5V1rq9IVAmJwsj4e0ILcsPvTSO/fHgTHyolrmiELwKrlkTJCxidWGVjqXqLhcLV/+2Mip8/WR+Px54+//8Y3JRtwZ8czbytNT5OlpIfgZtPQJtJJTubWOcMqmSqsM63DeMUfHPAWUAusdj3xQtSGXjLOK3mE70rlA9OxrRhuHExsO5UQyi8RHo5SjjsFynVFWuFOyjhx4C4aO6o05yML4sWb60LQi9GO0FSqAFpyDjwtlOFJpbEemDokHO+eZvFjjxmg0xCzYuzCKlDIsy4VSstCKlaKcjdXvDm6QhrpXYFXHGZgdPM+Bx7pxW2Yus+f5thAcKCVJpf2+S+rDB66z4a9/fcf69pUY4Panj7TWCbox3a70LqWmefLiJvHnsttYetppTbD2jB2tPW6aCc6eRcxMHw7rZmo7qN1g9SQiJz2kwdwt3sitQ17bmrInclrxYWZ/+0xKd5x3LM8/yTJbaYyB6fZOqLwl0Yv8DPbeRQ5ukb9jFT6c1l0W5moQ5xvaePb7N0bt6BhpdJyeqDmj3KDX+j9HK2i0spS8k0vGuihe8V7w0cmfMwZTDGz3t7N8KTf2UhtaOb5+W3m9b3jrZa+YEl9e78xx4mWZoDUJaTCkt6QUqRf2XKTwpq3wwWo9O17grDpvLpWhHEdV4v+hY62RZGZv+OAZNeNp3CbHbdHMk1Cur5NFtcqxF3Lp7LmQaxNG2Ql0LK2SSz7/W84XXKMN8XHXIsXSOQYmb5ij4zZPzN7gjRCuB+IJ0aqfS2JODcF3Z4hiqNPepwQ/hFUnv4+zxS4/8ymfY+mT4yU3bfk5lXu8AIywhiNLU7uUwuP1G69f7hxNEl0q71yip+cCTTGaop4v7m0/eOyZfTtIeXB0I4vxTZbfrSqOfZNk3lHBQHQTcZLbkaOJadR7qTrcXsgd9nVHD8W+H+xHxWjPfUu4GKU8PTouGPwceeRCHZ15mXHGULIgqMboPI7MVgd4f14UFFrLQbjVLi5052gVOg7z84fn37ctkY5EpxOMZnGa0RtOG1ADNbrMthVoL5V2i2WZAi56checiDpxzhLGkNEVtbNM38dDg4FcoYOS3H0+eUulDmo9sQRKSRqjd2LwGGvYj4SzUv6rrTM5R2uV19dKKYNvWyFh2bOG2vjwYpiuAW8U0+I5SubLp1UY/c6dCG9NTo31OLAuME0zr+tOjJ7gNP/4+pX7XthqRkc5hRilMCfB97JMPN2uHEcmp0a8RBiV3gbztJynpyJdldYEf+8g5yqEV5DG/2hoBs440p6kiV9Pf/J54kLbU0Or0NZxT52MOf0MndZlGerd98U8tFbw1nKdZ8wQbaZWlmmaMd7TGeS0n8558TT0MaQJq2EJjqAHt8nzdF1I24p3hne3wDU6StqYo2WOln3PpC3xdFmYYsSbwTxbphj4+Od3Z3TZ4a4LLWUYjbzvlH0nLM9y2tJFXprZ4IKijkxtWXDVbScdG8o5luU9x/GK84K+6bVRmgjI+tD0pPCTLHlL2iTVZiRlpKqkeFpNmBjpo4lHRFlGA1Qnrw+OfZOek9NoKsFfsJcbPSWCnxldYus+OEFe9wqm0HOTprXVZ5dDY92F0oogSJSn5YOn28L22FHKg3MYG/n8x2f5nhtxpOzHwTgjxKUIKaD1Rkpd4s0p8fa6s6cu/QQ1ZFyaT5qzHSwxkPYDq8Tn05WUgFtXDGTxHIL7gWlvTV62rWasCTQUexvkcT57rYIBvVSiheukebkGni4TWne29eBIFaNk/v44OnvulHPM26qgUGqW0t4SPS1nnNH8/DLxYdF8eA78/H7h148LH58CL7MjesXkDZNTzEFxmyzRn1a9yXGZPMvkmL0AGDtygFSjS7P/9Kn3Luh3o833pQlKKdmJKMUwchPKRXhfyoAeUpourZ6JUbmB9hMeqozsYN7e7hxH4Z+f3vjjjzf+4x+v/Pf/8Zl///tXvn5+I5WMjY6XX/7EsE6o0F1a59FptscdNQrPT7PsPGrBa0u0gbY3SAeXoPFhJoSAGkLUKHmQjwPrA9p6up0hLAzjpGNXEugIypBQ7LUxXRbW2rnvidf9oBlPMZq3nOha3Cwty8jPO/EGCbpG2HRjKBlh3Zbl92MvZ8xzMEpm8UKU1ejTHyxv+a4k8y0ETUdNB9UEvu4ZrQy1N3LLYlLrjZ7PRvkcZERzGvqiNqheSK3RlGbbE6UIdlsbsQnG4BljnHYzyElarsYajPekI7OnivWBIzW6MmAMjz0zOfjXv73QGXz7ekfpiW9vO0MZgvWko1BOUOR+HKDATxZM4/7tldvtxrrtPGrh3bsbt5eZy9MkH7aoiUskTgFrBt++bKQiP2DGKdZNjHGlFt4ed5R1QjpFYb1g1UfrrOvKYp1A/dbEMk3UImMvMNDlh713hVKOchIArJn4tgriXaHZs9w+rIlYH5iXmeA967qjUIxeoDVy3vHzhPGBnAqPdRVcxVAojCRqNHhvMU1CCpO3GNW5BnGgDzof3924TZaWD7wZPN+uLPPC/S2x+Bl6IfdBSge39xd+/u0dfp6YL1dq2QQbMqSL4aLH+xmlFSUnKWxag7Yz+y7ODhMndM+M4aQcuSwcx868XNhTRjXJp4frQjneUF3RtcQ1j/sDY5y0p51EvgcdpQN9yMPA+QhGMYaD1oSpZQPT8nR+TaSxq4yGkemtwrBnNv6QVi/Ii53T4mYgxCAN89FI2wOjK3oUat4lkpoLyk4cR0G7SB+aUZNq/Q3mAAAgAElEQVRk7GuGnjBKghzrlk7enKGVLB9iG6g5sx2VNBypNbbHxigy/jmKlC5r77QyKBhSH1QlRdGuPdo5vNdoPc6SoCLXStPS8VFDkYfs15QVaZFuhagHv76/cYuWa7TYAeU4gEHOAjKsHdqw9C7mx04nWsVkBregebcEltnw1z+9cPWd//znD/z1txeus+blNnEJEsnP+4Ea4zyYyk6jty7dldExQ7ppxkoh0hstvnij8F4CJ/JJUXhrJd3ZZZKhtRzOhJUlf8ZQ59eiK3KWPYu8W2WEprUUJ5X+nyOzce4tR+2k1mknliSfN5hWKiUVWq4c9439daXnyrY+OPYH1IbVhtv1Qq8HaU+o0Vmi5+u//Tv3T6/884+vbPedUeXWWLq8xFsdjNIZRqO9Y88Jv1xwU5TnMAqMIffIMA4zRYbS3B8793VD6cHTJN51iTgLp8wYe9Ym5Jl11CYcT6VkDIym1Iq1UdrNzhq0huDtOSqoTF5gfrWKv7urxlEyfXSOWsRrsSWhV6rKpEUQv207ussyzVjN/b5yiZ7RKtpHWpNUlqSOBto4qKARKBtjCKNnDDSd2+XKGJqUMikXtBaY254USjeOXJlC4O3xoPROLZ31651sNI+1oH3COodxwtaKZ6O9anjvr8QYOFrGaJjCr6SquKjA7Xkm1Uavjf1Mo1jtKSkzzp2E9jMq70wR+ugswbEeB6V1Qlg4WqeVzrQYtn3FuUAbmqfLDWc0iiqGvDzE4z6QW5+SNAlG+jfaBWy8sh2FXEAZQ6mVVGTMUNrBL7f3xOj59OkPRs2MLi/cTMHHmZQSrSV8mPAxyK8bje6KOHlS2VBjSHrLaFTLKNOlYJUz0cHVK0ZOLN6yxMCXT594MxPlSLzMjnCdqLXz008X/vy//pXbywUzKspOzNczvaQ37KQ53jamp9/IWVDo6oz5Httn3BxRzRDnF/a3/ziJw+eTSZ9xzdqpyjLGil5fabXjghZQXDlf2DZgsrhqSj5Ynj9QU8aMWUpto6KHxQZLVRulDoydWL++MnoVsZiRz0avlaEaxmoWXSl6YdQE3dFaoRyvKDNhvJETdjlladajqWcBSxNio2aoVXO5zRxlpxdFiAEf/akShdItmoOoKi11Xj+9EYKMFY0WyON8Gfzx+krPhWCdnBi1offCulesKdQq3Z/UG8oHBudDoFc0hjIGbVRJ/MzzyRPTgi7qltl4Utl5WiIXd8XqhjoX0u07EsM5RmtEJ8j/OgoacdpY07lGy+wH10lwHnsq7HvhdlFEJb2fY0v84487GM1l8hx74Z/fNu5HA2WYZk+lcewNa8Lp+uin3KhTWyfnhHKG1oZYJc9DaD/jsKM2gpIeT6NLv6EO1CnREg6XJJ3aGLztDbCSsPOaoWUiqk+xi7NSLO4aTFTEISGfIx3Yc+wsaUZL2nfKGKxjxZ0x3NQ6qmq+frvz9vbAGc3kLZfoaXHh9d4J0ZOB+1b4sn3jT8mi/MHsNc5k0uhkqzm2xGN9O0t/F7pRYvU8kHa9cvRDOihYyxxlqR6DZ0J8ItpYioIjd2xQhOBZ1yqFVHtOpJQSDbfymA+36ffeqsz5xiCYzoeLzLiNkmw06LPsJnuSVCshXuR0UwtTkFHR7DSKwV6KnMD6+MHGUWeCq5R2xl+N4MW1LMRKGTLbU5rUB5za3DkG+fWc6a1RSiE4j5e/sIx7csJ6zz03lAsEa3j/FNEB/PVCO2nCrQllM1wmeu9oZ1A0lmUSgqdCGPxVHqxvb28obbk+iclvfTuoJ0777fVg3zO9SjvaGVjmiDaGx5rk5qDPTksXfW6nU7Ogxt2pW7VDsvTyMlF4YylZTpmlC1Z7GE9ThlyhKct9e1DOrLpIiuSDunjD169f2LaV6CzR2ZND5lFKyLwyplFcrldySrTeuUwzR8qMDk5Jp8Opju2dYDVTdDwtkZfZ8LffXtgfG3OURM39nomnp/np6rnOnnkx/Nf/478xXwRX0kdjfVtxJqBUpx4bwS9COPaCc48hMrqi90BpCXe94nQjH3dKGsTJYfQgpSZ9l/0TvTZclDk8eLQ6v6baUOsuxUEFmI4xjqEyPa30IgeZ+fqEUhljA8ZPctVPiZQ688t7nNE461FGsNjOigQpXp55rF+Z5hv7dqfVRPABo4Xw3CvkXglToCTBRpRWybUzhSutrLL4V52UVtk9Njm5WycppeNIWOVBR3Ip3L9+oqTENEWmZWJbV17vD97umVzkppFyQlvDHCdyTmLPtIYYAko7pmUWCGiWZfj3sQ5KnWDBRmmdxnnC72LwC6bx8Wa5eaBles3MQWCotRRKlanFh9vE02z5cLX87aeFX58nbqHzfHEEXfjpZSZ6WB8bxmiWacFqTdob65F5fWznc+HcMe6Zx1EoXVBHygTW3Nmqog7HfiYga4H1yNKQL43UhgBEv9+oxkkMV1JkNPocxZ07JaNP3pvSUjSu9ZQodTDfLYgyHh6tyb4kFQbIy8acia8+MErES85JD24AaIW1mhgCMVrmqPj5/cJtEcrAfhRKaziruC6RGCcej8KXr6+EZaJbxduayB2xDq6Zt22H2mlHQkVLaolvX7/gjGFfH6Qtobthfxzn5Efhjab0zJ526snp+7ZVsp8kheYnFFpMigVQmuvisb1xc5bnyRINXLzm3RKhdsxPT/F3oxVWC3lVj8yHa2Ry0m68Pl95rBtKq/N2YGS0ZQO0jlNwWSYYwkPKWWJhMQR6PdlFzhJ9oCtpQIcQ2Y9EbVrsZe3k42eJDvdWxXTIoNVTvHRsjCYppcs0Yb8vy7SG0ckpU5uSwlyHfT2YrzNxmlnXTD3SiR2Xqy9tkPdKH4Vt28WNcRRyGTSMoNGtwzjH633l2+uD9XFgjWddDwYSL7RWnW35gbaWb4+d2mXBpwxnTLehlDodzRpKpaUDoYAp8XUow8gdWjtZWhplBblRsdz3cvZoCrkU2Y2cpIDLcsVpyMfKXnassZLyMPpcAp4oiia0zykE0rqfkEnB+PdWpLNQs2T3o8MqeYEYOs+L4sNi0WPw5csrWjthcbXOLx9nogMfIN4Cf/pPf6HrRs2Jsr0yyorzhuv7JwaJeL3QsqfXXRAgI6B7Rxkl8cuyE52jd0WYA6QiBaj0wNorxgaJm9qJmhPRTxz7Q1z1/oKNAaVFN5y2b0zzM/vjK8pMTNMHWm9M0yRfkyL7DaUljRWWj2gbGWUT0+axoUcRFldPEhOuDUjkdAjqw3nUGBw1iSnRBgwS80YVhgloPMEF4PsyVz4Lo8rOrw9Rpc6Xid4zSlt6LfReuN93Lmek2lkprn39dqcWeKyJ+9tG752h5FbqrOax7ngXxVMjq2baWYcvXcYRzgq4EiXhjDEUpQ+5DfbGYjTPk8WRuAaNaZCPIi8VC7fZ8HKxPM+Ov3648cst8OESmGcrBxAgesvnr3eWecG5wH0tYB2lwR+fN/7xbePbo9BGZ1pmaofX+4FVsvivuNPa10i9cZTTqVMbpXa2o4pfRylSaSgj3K9cAQxHqijjTkIv0mPQEr91ThAr35lbdMG2n9xFASsqRWmQqzwXRv8efR7naF/8KCmLXyPlSu8SWKhdtBe5NtQ4n2OlkXLh67ednCXYknPBWsccLVY1jjWxrZkpRhSD7cgM6ylj8LYdNGUEbjmgaNHnPtJKG4N5mtmPzJE021YFj2INplWO+51tl4MFHY7S+Ld/rnz+lpis5TrHH9igriRcMRm4xcBtdkRvmJ1msp3FS0fH/PmXp98ditE6rTa86lycAARDjLwdmTUdaGcl9tiEh6OM8LOctfQuFkGl5Rs52iC4IHwcBdYa7Nl4H6MJYK7KYt5oRSu7MKSMtEPFbS6IeRAlrDr3H9M0Uas4iceQ6SZIDrrWQeuKx76Ruubzt8x////e+Pzp4DgU3k9oPXDOCO6lVrpS7CkLP6jAkSTat247+Uhs+8GWGrk0np8WARpumVQb8yTsJ8Pg/raShgZjcU5L45kBXXLoaiiClzJhsBKZthqWSdj+tTaCC/TW6EbLKQoYyvLYK6nI12L0wVCenBLTvIDmR4enn8iBGAVO2LukakKc6IAxgsE2dqCHxCONtWhnpZczOkvwKCR1QS0s0aNH5fkyMTsDQ5bhj/Xgt19/I/jOr395Zv38ysdf3/PLv/zMtt7JR+L55SbaV3vh+v4nHm9fCU8/YbXgT6Z3vzHKg7I9zhm0aH7j7SIL72459i/4OFGPjJ8/kI87vYvCtTeFczPGXTAx4Lwl5wdWKWpNQgvQFqwwmawxDK2gZHLasObkQPVOPR7AzGgZZROtQCsb/jKhehOOVZdSXyuZ4OJZxpIUTa0ZFx1pf9Cbk/hweKYcB2G5oPqg5h2lM9ZY0v6gnQ/xVgrz9YpmME0XvHdYE2nak9J+6l7PBJ4ePN5W/HRl2xpvb2/cnhaWKchepgmyJjeJn9rzBVJyIZWBDvPpwBYYoXOONgalFZz3lNq5XSeeLwsGaDmh6aQjU1Li5Rr45f2Fn98t/OmnZ64X6XRpoBTxUdAapXS61qwpU7sid8N9r/zz24NvW+Wog5wr67bJCV0L6yuXzpEPmXoMhdJaMPbWcZsjs1VMVjN5eXZcpog2A+v1Kf1SGCUWTmtFIFZa+3ED6ecBrVWJw3PewsIZKhlIJ8Jah3XSvldKU3tjPwrGSR2gDwHKggAjx9nW7rJlP4nl44zgy6hemF39B+24jcHrQ+Lzzzfphnz7dlC/OzlqI5fKkQfH+cAvrVOK1Cm0UdwukRAtnc5luf4ghlel2HPi/TXS9p18HPzz6xt//+erjCpDYDsKr7vsUV5mJz/nrbGlzJabaISVZhjLfc+kDsYLIf1tz6RmMf/617/8fuyHRNcaqN64eEcf8O1tY9sK1jisFqkSfeC9AbrcHE5sQD85Kd+1t7UmQBzMIKcRfaY4epdroLZams9DoU2gInA245zIcnoleifWsQbL9Sq8odEotdKq5NZLEY95WG4MZdhyAu1o3YjOsSn2rXN/NN7eMtuuqBXmJRImhzGe4D3zNAtksIvlzwApN0YX6KE3mvVt4/GWKFXSGVYPem0YZeWLPWBZoiRilCxWDQM9ND5ouaUdG+ZMdM3Bsa0HHXlx7sdBHZqjD/bSeNsqe9P4eMV5B0bxen+wTIHnd8/QZZa7pkQIcuK0xggfa4hMKp3zYfGpa6yTB9FAPgi1DZyCOUa8ESS8agVL43lyvH8J/PLLi7R8e+P90xMlb7x9fWXymo+/PLGmys//+hvGye/5y1/+IqkpO3BxJuXEcruS9426H+RjZfTOaLJ4dtOCm68MFPv9D0br6FFRTk782hm0m/BhYbQD7yZqS6ggt4/a5EVuaHStqXlg/JVRC/Y7er9WWdgfG8fbK2FeUE66CM5ZtL+Q6ybMJjOhxmCMFWUMxj3LTVJ3tDkheE3jw5VSDkzvuOlCq0IZ0GYmpRVDphwrc3TiW2kyFp6n+RzhckqwHHGOtKaxTpNT5r5uWOdxzlGOA6MG2/aGNY6yFz59XTE+MM0zR6psufPYDoLzjNE5yiG7DWV5OzL31MBI4XXQGKMKfaKLp1uNwXUKXGIgrXe2x4PoLLeg+XAN/PJh4n/5Lx+5RuE3dTTbKgRqVCfO5iREa9CO1zVx3zMYkRW11rGnoCg6+Olp5mXxvLvNXC6BaXZMiydOwmlaZsfzzTN7y/vnmWA7T5PjafHcLpHJKW6LZw6KKRiiE5q07HM1fXRq79KaVhLP1UoL20mqVT+kSqUVjHXyORniMRljyJJ8nAy91uUAfE5jxhCGnTaGfGobMA4QaGqp8ud0FOM0+wG0MxFZq9ykvDeMWvnHp5Utn2m10fn/mXqvHUmSbMtyCVdixD1Ykqq61ejph3mYj8z/HAx6um/friQRTsxMifB5OBpxJ4FEEiBJuLupipyz91pbTtQuEeBUoRxx4BSFCjKEICESmjTJi+LPlxsxQ8yFcRz4MHu228IO3EqjOosbB1KV3XFMUhG4ekvIlT1lttLkmZk6S27cYiZ1y9uS2Yr8/UdpROUwv37++FvOCbRYAVPKjNYxhIA+HnDnccIaTe8NpwV6t28RZw3TOPxIRzij0daQa8I5zRg8sQlnanIOayXBFfeEgK85IqSacTxRDoWt6fJNtwasgnEa5SVVIqpKA7aWTvCGcQjkIhRgrTTLmiRdozWSrxBhj2TGIefO+3tm3TqlmENOVaELElvOBu2gX3K4AzpTGGS2njpOG9HJlsLTaUb1euw8JCuda6LkQknS7B69RWtxhJSUKDnhlFCA0fB63/F+oCvFdvitH6nx9bFTlMUPZ1JpEjvOCeclpVYO9lNMETfIS9BZy7KutCq4gXoUsprqaCvN3lLLD1BaRdq8SstpGNUYDbS4cp4c15Phw9OA85WnpzNvXx9MHv7b//l3aFKaMg6+/HJF90ItiWG+ApnT04XS3mjxwb4n/PmC6WDcAHYmOKEVDB/+jbS/kh9vhxcl4dx8DPgqPT3IcUeHM2l9p7dK6QmlNM6dcAbK9naE/0f2mI6EDRjdKbEf2mCBKdZWcW5iOF8lvtkTMRa0li4MBUpLeP+9vAZGD5S2CIQxSWfBBE+MCdUype3s+0NCCUCqmfnykbo/GIaRuD5kGa8cymlySeQsQYuOZt/uGGfRZuD99eWI+7YDF9K4vdxQuqB0xyCq4q+vC6l23pfIH19vvD82ipIbqTeGlAqlgbGemBVJGbHmNWHPGSuf6dwag/ecxxFqxPbObOG//vMjv3wa+MfPV56ePFJ2VtweO1/vlfv7g5Qi0zRhveF6Hdkj/O+XzB/vCzGL9mCcBq6T5R+/fuByGng+SUgDEGtfyigjCUB64+l65vPTyPlkGAZpeF8uA7UWamusUWR2xllqLcRcpdfSukwhqhyKShO8u2CXZCowDFKiq99J0p2DQC2fAw0M4wBdlvBoIflK0xxiFK+JOgCRGkWqDXeUDWP8Hte2MmE5TgjWKsYxHPu7XSYnXZbbNMW6FbZUD2y6Ix0vj1Sha42y5hhdw2kITF7Gyb1VQnCse+T9sZG7EjJFhvM8YHMkbpG1NnakBV+PA0NMTfZnuZCXjSc3sOUsPRIjt5QYI/3AyuTcpWhbNdV41tIxn66n31LO6CPVY4xidA5nDadpZBo0y/LAaskCt96JteCcEHB7PzLqiO2stkLpUgLrTd7gg7MMRlwN1igynT44WXB+PxkrGUZdJo9TcpX6cAoMVuMt5BJFODMFSioEFzC6opAZoxbwv4AMvaMcNq7gxcnuvKVkaWL7Q6i0rTv394RXnSHAskZKyez7hqoChxsGz+nsOZ8GQCr9g9f0kskx0pv0OkptTGPAGEWK+8GcajhzYAqM4On3XTLyp3EEJbeo2gzaeJYtUfFoN/Hn+0rE4YaJlMsRI5Qf2jB60uE+rqXQa2OeJuiKVg9F6lGkkhSQIEhal1NTKZXW1eE8l5uTmNyEPDBazeAU11PgFAzOCNWzPd6oe+Uf/+WZz//8xC///In5PPD6H78zDA7//BkbpNMTzj9R91fOH3/B8MR4mo6l8UoIF4zVxFSpeyftL1jryakxPn2GIrwtYwNv375x+vxPbDiR4o3eA8opaolQNlEOeItBw4Fg0D1h/CAt9n3FDiO1ZJoSlEjvimE6Qy9ob+haYptNaVTPYDSqFYySW4ZSwgvT6EMjIAoB60QD7GzAjyesCxgj+IpOE3rv4xtuOqGsoSkNTUqEuUT599VO64leE7fXjVQ7YTBsayatO9Y7luVBsDN73KhVgmh7ybw/IvdbYq+Qm4yBXHD03n7sD5Vx5FrZY0P7wOAtCjlF70n2gudhkL2XN3w+a55Olp+er5zmgbIn1jXy1+uDdevcl8zre+K2Z85zEI2tNrw9du73lcci5cCnq+efvzxzCpXPH2d+/fmMd4b3d2GmVRQ2yNhRUfn08cyH5yvOGqyDYbTknOhNs6ed2xK5r4lYNfel8P7Y2GLivsnvuWoeW+WxS1gh5kqqTW7fpdKOjlrOCf19UqIdrUvQRxnRIyg4bIwHqp5Oq10+Z7SDuKF/UBu+41Em59Fddh3GGMYgNHHVO0NweK84jYFyUJS/EwFaFyMiBxW7IaEjOYh2gUQeaVRnNF5rvD1KhUajjRAxbmskNkXK/cCjaHxv9C2zrRXsgB8Has5seyJnwe31KkXmp5N4fR4lsZWELh1vFYOWkM/sLV51nGq0FNHakGPBNtkno+uxZWqdIYhbYnncyUEkP7WLpwJvoPYf9NVGFyYO4L2mKUPTkvrJKYkNLFWabljbKHSM0+ReGIyhyTQM3RuDg543ahGF59N4oqdMpbHlggsDaSvip569wNZqlS+7kqvdnjvDdJLYWgiglNjrtMIqI9iMw78xOoE3/r9/7DQMwTfpBZRG2jMheAzizFBaZFfWCFlWH4tQkOWjRIAd8R7xSpFLo24JGwL90D8qLVz+Ujq9H9jPLkWix7bRjAc/8ueSiMZSizism2lCgsUBSm5po2bfIi1l5tOZGiUO3DVorchJ2rnSQpboXtkTeI1Wjn7cAXvLKDTzOFG2O0ZpGa2NgoPOaae6wPKy8+XDyK//1y+cniWa2MvKx79/YX99Iy+V3mAcGxqH3hfG80h8f8Oaj+DO7G//i8unL2yPG5oR7w2l7hh/ovWH7DW2RE0VdRlJ9zufvvxMXF8lRpsfjNNIKZZhuLIvC5VO2xfZt7WKN57uJhRKYHV+QCEdAWNHusl4Zai9UmvhNP8EbUH3RMoKukd7YbR17VEq4ryVGx0VpS1uutDUG+CZ5jPr/Q1vNX46UfY7HUUYLyzLO+7ykZgEFUSScWvTHWMsKe1Slr1caXVD952eEmvyrGvDaLi/vjKOA7Hssku0gbdvK2/fFuiaXBQYS2+FcQjSUygy4khOHXF4GEZDd+BUppSdLRdQhsvzmdkrrGmomjiPA0bDY3mwV0/Z82Hrs1IOHiw+WDSaZZd95nggsIYwgRUJ0/Wk8bqQu+bz08waN5S2nC6eMJwJOfO4P/jy00dG90Rvldf3hd413769kptmi419L9weCwVxsHeKkGGVY9kSqVZylcNPR4qbqVTiAWZsR9aK1g//jBQZQxjh2LnK9KUfpV1B83//TSktn72jgNj4jjWvrHsmaItThZzF766PNKUgDMqxuLcEY0n7zrZG0TpoQxN6oPTbKmir5UZyoFdal5tzLY37GrFWwjFjsLSaZPLgLY9cqN2Qk9y8tLfiDqoNP03Mk6Yazd4yOTW2reIGd/TEKsNkOJ083769g7X03NAq461jCF6CTz1igxHobstsDbqx2PE0kV52uTnUjOlNMA50RusoTaGtJ5WGxeC9IngLLTINnpzAeI235lgacTihK85KJjzmStMitN9LwWrLswtYrdmLzKy9d0BFa1mOOWvYlo3SC8aOpCJFl5QqYQho27k/Vowy0glJWTg5PXO/3ZnnGdDsKco3oR08nCKIZ+OQ/HQXdv9//NX4P/4xC+RtlYdqTAv1vRLOHu0Nb693TsOM7RLznaaBtO+Hfc6QtvVAassL9vP1BIjHWlnPvmeM6rSWBY3RDbpXujriglqztcpWMrXKB1LkOtKPmQbIWf8YT2nbGMMoS9Be0OSD2puldYt0aeS6LH4KbYzsHlQHi/wxi2lyCiOeiGoZpzyjNZATU1BcLzMfPl4JTrPdI9MQaaWTyyvz85lv//ud8Wqp9xvTyVD3CDowPV9Jj5XHX3/y8ddnaiuiHG6N0nbUYBmnK9gLWkd6e+BCJ61Z9h7BUZcXGgoXnkjbg1IrtcmtShl1uDQqxp0pKaK7orRON+C9lwb9YAlhYisrTWlcGPGqs69fMcbKPq1V7CCFQ2USyna2peLDiDZJuGjaEfcNa2axHkbhY7khsK8PyvaOtgk7fjxUyxbTGjXLC15pQZrThCPVjOfxutCbYn6aSUmKisFFiZjOg/hxesOQ5WWmDV9fIm60oCq32zvjOOGdIsUNZ+XXs+0rFcXT6YTzwv1KpaC7Yxo9KM3T5FFt4+Pzhcdt4fc/35inkVQTumRG5UFVmhVoZ43pSCw5IVmrjvMOreH5Egi2sGw7xg3YoBnsiXA6UZHbd1CdskVJLm073/58JbfOy+uDmBUxQ+tSMs7FsMV8zP77AS/dKId7oxygUHont/6f8rbeaUigRSmJ67YmTX6lHcprKQsWad0rK0IsZ/2PF4zqHMvyKjsGiYvSUfQmn6stVTAd4618vZBuiNgtu0Ava0XVRhgGliVCB32EFrQ21C5jOGULKitaEaGbN4raCnEpKOOpykMHRyem7Si3GlLtbEWRsuBLjNJcpoDRDV0SpWbiVsi6UbSFbrFUWqoooxkn8fjkfUOpxugNz9cnhmApSoqhRsE0GyhCaP74NPHtPbG/VOzXlxeckm+EVqKFjKXjnaMj131jHDkngrMiojESgfNerHLOCWQvJSWN2tQk2394tu1RmLNao5xnGJxEHWrCDAqlnbSKjcFa8WWAAiWeDRfAeY2xSlqbxhL3SEwVZxFoWpNUw+gCWRWMEie7UQ7VBeEBFW3F9meCaHFzkeXn123l8qh8vAzUFbx35F64TMMRu+x8Ok0MxrNvO7EUYswoOtM00lImpY15OmG8ZY07wTrKnlG9k/LOukdKSpz8wDAM5FTZUyKlIsIpDK+3jaa8KEadZd02bJhQVj4Q8+S5PxbatuOdxVjDujyOhI7GOfn1KiWpGFM782nmvq5weJ81CmcDncK2LYDCmfoDrXKZHFYXBm8Zx5nryfLzT8/ElNi2RrjMdDtS9zvTpzNvr+9MkyU4x32NTB8/YcdBoJJ24P74g09/+7sYKt9+J8w/UXkw9CdaLZS0UGJGmxFlBvbtBvWOCwPLI5Oi5vw005WmZI8PhV4h64SuGnrAmA41408jcdklVo1lXzbCMBDGQUyHvWr41CsAACAASURBVGF0kBazkah1ihUbAuOgaFXTtogbZ1RvjB6okVQT1k7ih7bHPH59O9z2DtWLLFDdGWO9lL+2RIkP+WzZAE1hvabWB1oF9pbxU6D3Tto7KI/qCdULNUfm8zOvL69oKz8PvTX2PfP2fieVxqAdU0g0AsM8CrrGa2o5OkLWMoWAMgLD08YQS+RyHkktMY6Bti+cxpnH20IpUv7bY+J0PbPtlXutqJworfPX+8LTaeJ6mrC9cT25Y0+ZcNpwOWnO5zNf3AcuH66Utov+ojn++P2V5REJw0zcM1vO1NZIZed92YgN9gipKtCKLTXWtZJKZT9EdvKbJnfZgbbWMYfWdssZZbxgRWKiIlMG4wy1lSO6L8UMZbWESYzwn4QS3mTEVTLayH6it461Rz+mCY1AI6rh3o7iolaYBjQjycVeBeXUmvjah4BSivf3B7TKYD2xH+bF3kQkp7U034sUJnUpuENsVfJ/Whq98ygNe84YbYhJIszKyuHAW8vgDL1kaiv4o6+ScqUHh3OelDOtFp6vZy7PA3NoXJyXGkAc6UpznT231zvKyITGOCM3lqpQNZFiOlYUUVhYAjxElj1Kc5pnKfDlhA8D3krUdPIyDzdKSi+pNlItslRPYvOjN1puGCxWO6yT3LUzWqBlWuGdfAMUhmkIOOdZUmKaBhRVFowliTtaaeYxQK/UmJiCAAv7sXzX0tATUuTBtbFO44OjHP5pbw26Z5zupAO1PHpPyoXTOPPLL//g7bHRW+Q5aILRONuYZ1Gs6qYEKZ2Fzim0UDn5WOdIVW4sPgSMdjJK8dAO5DPqaBSVyuCM+BxKBaW4rTsxd7oZ2LujKMeeq+wSDvYOyuKHkVwzwzwSY2IKg8Qrv9skD5aPah13jCKNUliliTkL4vpo+RtnD0CgXNuNAm86g+k4KvOgoUYmpziPhtNkqXtiHC3nZ8/zp0+UNZHXN37/f35nfzS+/HqFmrn88gvD9SyU3WGglkJ6VPL6kKWjMmQMJgzkLRG3hZarhA2eLuSYaB3cdGZ7PNjeXvj45Re2ZcU7hQsTtY/0Ki++Vro4sw/kTu+dlFdcMHLrNKBp8uulEfyJmleJWfcMFbaccE7xePvGMM+0eAM/ULbK4AvKGML4kX15paLRKlNrFFHTMBH3B8aOQjrYVzmRm5GUN1SLcntyHqXVEfZo5GbwY6DlVRazDWLc6FXoq/eXTcRhsyPnTNsTpXb+/fcbORWmecD772mjztfXG4/7htOWfU+spRLGEWskTm68I0wjYRgwzsgcPDWCFWL1XjPdKHzwKOeJWbPumUeKdLT4PpxlnCYpwvbMz18CH58nns8X5lNgvo7MT1da6sRlpeyVf//vf/I///2FZUmkpviff3yjVCn23dfEXhT3rfH1HnnsjdtauO2Vt7Vw3zN7zWjn/hMl7yzeOzQy3gleKAEGJSBFJWEWa+Rrw+Es0krKfCgBt/bWJYSiJMyjtT7w8e4AncphWitxHPbepWRZO2K20Cgj9Il2lHM78lwMwTJYJfuO2gSXVCtOGXoVoq1S4K1Dq453sn9pTeCP35+PtcgupsvdRpKJymCMOzBEgugfB4M3SkasVKyG8+R5uo5criPKdawWG+zg4fkycH0OeFexRZDvRndKSax7Zl1Eo921Iu4S289Zfv2xNu575/f3zNd7xRokZZKrtEqd89Qu18GGJpUCLTMHSy0iaG+1UQ6iZumdZROX+DiM1KP9ar0it8JgBgarWfMib3TdWbeN4KWb8J3UO4xeThMWzOjY9g7lGJfVwrrv0AwDHdsFcz6GWfzfKjKMnvxYUNrjw0DpEJzDWo8pheAUTcEaYVAihqIJufXPP/6FpvLXy8onb3k+WeZToObG73/c2LMkOkqVK94pOOY58PQEt8fKfcsoa3HeSv5fNy7XmccSeTyOK3iGy2nEB8u2bdSq2GJGYVFaS8v0B65aQJQpQVaGMA4YI1HC+/uCaoWOYc+F3Nqhb9U4aw/PeyCVoxSptWhMvUWlSHCWVOUUMoYATYqO8zDgVCXvC1YNnOaJcXSMo0UZzek68/TzyPqIvP77H0iPMHN6vsgL3EEIMq5rqaP1xPbIcgN6ulLSi3jGS4LyYNAfWVTj9Pkf8kJbb5T1wfZ2Q7smPgX9TI53al+AQi4O0yWBo5z0JrSRl+we71gzkfaIsSeatlhlUabRUiI9HijnKDpRunzIunZye2lRrv5Pv1J7pdsg8WLVqTpgVaM7KXuZ0zPb8hWrHE3LZ6B1T1reUM6JoRMLbcVqwz1mwnQ9WFY7pRZq1/SWGKaRvVimMZC2TEkFM5wwumPnGTuNoBMuV9b9XWjDTaNtwOlOGBy1V/yu+OlpxljPtm4o5zmfZ/Y1ivfBCmNu2R7ssUhaqTXSXjgNI4+4s8WINZbSIm9LxLmJjmiMtVJCfzCJ09g4z/D09IG//f1ZTvkdlvuG6or768bvv39Dq0bKmff3lZgNexY8UW2WR6rEZSVlTa6ZJTUeuTJOJ6rOqNax2qIceBsoTUp7xjkaRXaHx6K7Nmmcd6Wga3qXZ4xWyH5Mi+QsHxpYZQ4QpBsOBH+n08it0o0VptQhBrLGQs9yAFXq8L9rOnL4c9rRe6FlCcKYg69VWiX2St4zWnmJAqt6cLWa1BgkVyxR8VoO37yVMmPrUgloHa0spsvLigZ1L4TJY41hmAJaNVrPEkjSim46T9cRrQvn54FlWdFi2sAPGtDiPQkOKOjB0M3E2hqP1sEqchSszegGmtt536SSYAdPGCbcoPF6p77fMB+v82+99SMEIFnleQhQC8FZnNESpbX2R/FIIeVAicg5qIppENHJlnYaFe8s2xEBy72zpV1ODFrjjSDdgzeoJs3wTocKqQoqxKLEb1E6ylrpiJTOEAboSrwVVZNLFbmNNuSSMFakOdTK4BwfzyPh+BDEUnDOHZgBGb31Vnh5f0Erg1fw4TLIQk5b/u///kKrlloUpSlKbMStsayZ27LQlUbXyofzlTVmGpl5MgxeocmcpwFqZvAO6zTTLCDDWiHujbg3uvUs3fO6ZUoDq92P8UqrHe8H0dsqKLVgjZQRWym0ZsRgp0S+YzRYrUm1sMUdZyyVTqEdV1EPmGOpK+1pSuHDdRDdaFcMRjE6zU+fZqYA59EzOFmaGz+xbcfLxis+/OMD+X7n6XnAns+E6Yodr2zLHes9w2nGDCPp7Q1NomnZk01PM9vjRutVrI3Lq0QkU8IOAyi53eR9IUwj2/2BseG4ZQEtoujUBtpptA5QIx0I85XaLMp4WtsAg8ZgbaXUig0DvVS8dzgLeYlYN2GnCd0raVs4ffqZuFe8c8zXZ5Zv3zDB0rWh5yJFNTtCk7ivM4Z9e0c7xzBfyWUXUmpXoAVhUUqWGHjMbNtKsMLsMu5CR7PeX2R3SGFb75wuZ+KWiMsCdFyYURhe/3pnWRbOpzO1QUoJ50ZiSpKy05rpMrHFndE5ppPHWMhRmtJaadYYuV7PaGNZtiMSayzz6URH/BS2d66j4cPZ8csHz68/Tfz95xN//2niH397YjqJd6PESlx23l5X/sf/+Mrr28bv3+7sWfNy21hipduBtyXzSI3bVlj3zG3LxGooXR0xciv9GSX+FmMFVVSK4Iusc+ylskURS9WmKEf6bC+NrvXRbZD9Yq2dVAoNKFmQ7KXK3tEaR6sV1b4rFQzWSHk6lSSGSSUJ0takwa+6jJqMPai+VSoIP1DvHVHoti63jC57E93lYKcN1FxQXUqRRqljNC7/XwoDWigBHM9Xof7K/kcajkJLrinLzq4W5snxz3/7iaenwMefrlw+XvGT58PHKz//+oW9ZE7XDzx/+EIYZ8Iw0LVmHCeUHcDM0plDyWfPOjAe5QNbEWpz6go3i9piCAMxFx7LRm4a88vnT7/xPYHQGl5bTrOMR67TRIo7wSjOp1GufVUSCHSw1ksbp1asUZLJru3IDGe007hgKTVjTWfSMi6Zh8DgFEaJ8xwldf5aO7lpHtvGnisNQ1dynW7H4noYBFeecmHf5QqqjSC6tdJMwyjZaGdwVhhGFTkN0erxUlQHJtyQlbTnrXEYOk9nzfN14t//44VSNT8/T5xOA2gRY2k0MXW2BO/3hO6a6zQSSyfFwvPTLOOS2milYrXmehkYBkE+p1yoFekAnE6858a/7pE1V1o3DGEkjIF1FwBkcE7mlpIJQXdBlJdSKbmJDU11me0fXoemZUTQuvyway3MMVDUnHDWE0KgpswcAt7A4/Eu4DetGGznHGT2b1WHkjnNF1pJzKMn2Mz0fMbpgGpw/tvP2GHEnc904pFvj9gQKLtYJi9ffsWMHq0b92/fcOOIdRM1R3oV/SctY2wgrjc0FWMn0J6yd/ww0XsSfETqdA2lF1R34trQiq5kx2OMSJdaLQxhJJdIGAzOjeT9VRabehSwoDICL1SKrg0hzNxe/wOvPdVoahZXh9EBZxMlVWrJDJfP7ClxOX+mlEUevM5RyoP1/Z1hfMJ6Sy+d9e2r3NyVmOR61WA9Rlu27UFcBRWUi5TZlFLkVMgp0vKGNnIavb/eiHuVmX9KtNzppfF223m9JcwQwHpyqwzeMY0nelfEKNiPp/OID4ElC+tpXSIxVoL3DMEyes3JalxNfLk4/svPZ/7bP7/wz3/7xDQophCkm5AScdnY75mvfz7488+Ff3198HLbybWz5c639w3rJpYIf7ztvD8qMcuOIzaB+eUGaCO71tYpJZNzJB0Ok1SKKCS0PSjFgqfpNFIFtPQ59GFoTLlirdw8tZKbs4ynjtFRB5REvRXyQlAH36/L+VlEUig08s/UY2FujqrBd/10O0rM30fH3yUkUhJUMjpsEufSqkOX3a05Fvv9x3/QYLTg0Y/YF1KQl3RnaZ2m5IVWepVSYtf0bshVQKe9K86nmWkK4AynJyFJu0EU4t/+uslIMUZu72/01skxs2077+/vUDOuF3IW3uC2Rfa4M3hh9j3WVUq0dIJ3bOvG/bHRtcb889eff2uH6a+VjD+KL4pOyYVgHd5oKh2lArlwnPoPKxjysNz2ja7BGFmQOycnYuOEizMqcQ5/L7rp42o5DKOw97WRrsYhfulNkhKldmFc2cPLYEUF2ru0YY1s0fFWEM2tCD7ZKs0QBtYY6R16qYzeCXKhZLQV9lY7XoC1FLTuXCeNNp11LZymgPXyYswxH0raRK6y8MpdoVwg1kROnZIheMU4SJO/1HokywS50poilcYaC7kasvH8eS/colzRQ5jl65GyWAGtoZSEsVaCAlqc4iJ20YQQKGVH0fBerHCld1TX0C36eJiUY1/UaxHroXfUFOlUBid012Ec2Led0Rkched54DQ7WtnR1qOaotc7zx+eUb0wTiPbshCeP2EYDlz8TClR2r5bBDsCEa0zy/sLvSV0t8wfP9JR5O2N88e/kR9v0CqnT7+wb4W6V4bzE025H0KkPWdUzRKvNZ7gB3oq0PPx67/CUXalJHJdCMFLt9A2jDcYfyLuiWlo7Psb1p8wyOm1pYTzE6ndGN0HUrrjwoneO5cvn9jeXzFaHmg9RWLMeC09gdwsthta3Qjj6VAia1CNst9FzmYt2howok7ovdNrww4jvVRMGFBmYL48Y63m5c93xjEwjp71vsgDSVmUMXx4ushcn8b7FlmioSvD+TJJ2k5Zhmng29uNZdnIpVN1x3vNXht76TweK+d5YpwHLrPnaWh8uVr+9mni43Pgn/944tdfzqAr+bD63d4fvN823t83bo/C+3vm/bbz121liZ09Q8qdl/vGFhVLKvzr28KSlJThvvOtev9Ph40ZhPZgkCSldjTtZGx1PPBrEzw9SnpNdKRi2hrpaJJLv0bCLqgjZYhoWo2SrgrHYcpYOe2X3n+Uma0RGi9aTvm9dmotGGekJtCOI9yxXwzOIQxGeal852P1Llw81aQmEIzCHUqAfuw5rPWHRrYfv0tnSJbpUko0RmylvUs0WFbU/UegR/5cU1vn9e3Bv/71wtd/vXG7reR9wbeMUgXvOrpkQm2cguLjyfPz88ini+Wnq+fTZDjpjKeTywIloXtmHuQgQU4oDCnuvN3umMGT1kRD9rXm83X+LeYdY7VEDVEMPmC0xTgvX1wkH+1CoLaG9TKnV0bhvGePEe+9LKC2FesMg3f4I9WlDvsex0lDaY2xllw0j8cutxltiTGx7dvRMJUvlrYGbSxGV2zvOCtoE2c12kLNFasVU9C0GBm9xTnHaZ6ON2ojWM84Dmz7Ti7yjaxdgIWDGzHANAUuk+LDKfD+vrBHybZ30w8XieJ9SazFgDJ01WVm6TTv64rt7od32WlFU4a9FIJR0pbPjTDNxwukk5rldcl8W7KUwIxQc2spx5XeCEixQ94r3krxcj/ScN4aoGC0+iHdQilyTjgtTefaK53jhlbBdOED9XYg8lvGtEwAwnyi7JF5tIxWo0rmNA303nj6MKON5nQdGU8D8/OVkndOX34ijFJUM0aj+oYhQYdhEJ3nMIN2HqOK7HvIlBI5KGe8v9wEI2Ec+/uN/HintMIwTtSj5S1yJmFzWecpcZN/h+oM4wVsQOkuaHZtqXtkOl/paLz1ODeQ4kpvhjDMoDTWPdHx+OBAOekXNMn7mzCijAy/VN1R/kSrlWE8YZTYJMMQGE5n1uUV1StKBaaTSKC889AbOWuM9ozniT0+MN1QixHAoe3UtGPdzPL2Bm2TXkd6SMzXBumNFEkXLbeHgBRz4u3twWPb0SiWpPjz9YWfPl/xQajZpTc6lW1LctOsldThft95faygDMFZxsEyjQcd9hr42+dn5nMgjJ5WCrfbyutdpgHrY+f1beWxF3LWPJZC7Y6vj5WlKL49MrctsZfGGiuxKB6xUrU5XrKNqjoVuXXUJvsEpRypFLpqpFiY5yupdZZd9qoiXzPsuZGK2Dlr09RSDsWuQaHY43ZgQwRPUo/TvzKigchZBFbGGLqWSgDHnsQqjTpGTr3LYcxaB85SSpaXAnLI45g8dc0R5JGxsWrCTTBK893D7lTnEiz+GK/1Q7VLl5eGLN7lhWDMoVDQ6v/nZZflv1LSs5PBgnRbvhcjlTFoKxWAWhrrWshr5sMwUpeVp8mgUgIKT6eBtiVs0+hWoeyotPM0BaFOPBtmr/k0Oy6hcx4Nc6hMQ+USDKZ1UJY1SkveTjPmPI+/NZCkUa+44JlOJ1ItIm7pYv+zCrRuGCqDtVAbBshRFJTeWHoXWJgzQUZd5Zi79/qj4RmCNNiXLbLGQrCG63kS1HqS1MISZUmslMZZRa8J5zrzKWC6JbiANR6FZY1y4h29I3iPPUyDuezSrD9+gMWboVFKdjMgqG4pAGrOg8H3fDilOxXFLe4CgMydGAtrUaClrzI4y3ly9LbjtBMboLHElMUKV6os7Y6EVCmabd0xduBfv98ofuTP98K6S/elcsh/aj/arhD3dMAQPUYp1uUBvRKspdYsBUnvME7Q072JXCbXIv2Zg9ljbZDU2I92utxIti0yeoNW0qYXBtPK4C0lVXIUhen1PDP4jnWe0+wYL6M47G+vuHmglBVvz0zXk3RaaoKWUd4Shitxg9PnXzEhoPWAM/4Yq1lagXGeKXFBuSd63THmg/CIvBQnaz0+RNZTs8yLa624IF7zWjJVNazW9JZx45mWK9YKAVWZAexAr+/oWg5EuyOnhHGe3jqozjBo0vYgxwfWndCjI61iiespkWuipsJ0fpJToDnRS2O+fmRfdxoJpz10Ky+0HDHe0lPG+gs5bUznK7AeEiSPcWK96y3TTafmQk2N220hp41WMhSE6eXk4UIYeX1diKlyupy5nD2Xi/RStm0j5oSzlnHwbDFyXzfZO3dB+k/ecjkHBtO5DIbLyfDxPNFa433d+f3rN5bUSEXzWBt5N7y/rNzuAhZ9LJlUNN/uK9/eNx658/r+QKgclo6WmuoxQspdY5w7kCLfneWdmCqxFNaSuK07pcKSE489Ms0XSXm274VAgal2RDxXusiejLY4N+BsgENtUGqX/4cqL5LagW5kZ+kcVfggUrSzVtJxStOrpPjKAVxUXdBKusvPIHK/oWtpkX8naKCgNSUUW2GjHF2cjFEaqyTnqrXFKYVWndzED6PU99FVBzStFUqteGMFs6NBt447qONKSbhD0PMG40RoRZNyslKGLRZebivLo/L2urPfM3FNPO47yz2xrQVjOq1vDKPBBEMlcj6N2K4wrUKrWKtwVh1UbiP+lK7YUyHVjnMj5suHp9+k9igPi+9FGkkZiBsiBINBuE5Pxw+a0UYgdwgi2WhJQqRcJLEALEmWY7lU4h7liqZgi5WGZRpHjKrsJfOIldQNGUhd44eRwWqBoznN4C0pRtBW4ImloZXFDV5KOcYcGWmJ22orN1LrA9aOwm9p9ei2CJHXWY0zMJrK4DUaw22N3EtDWSO3my6Z8S03sjJMITCaymV2om31ghcosdJaZzqNWCuRZWsgjJ55nkhFgHkv3x4UNXJLga+3TQpQB6xNropZym8xyuxbN1pPgrduCHqkN4leRrk55iS3oZYLusvJpNQqX28U5fA2KOSKLbYx+TBYOr1ludV5RyoZ1RXWeWIqXGaHpXP9ODHPBmtgGEeU1cLv0hJ4SOsrynh6TeS90GKl9Yn7ywtjeGLfIvHxzrIV/DxRyn7srkQpm1Ol1If8dQZ8oetOWh+UpGgYSq24caRbSyuNvG+0uuNcEIRHzWgk8GB7JTz/fOzG5FCjW6Jj6GFge3swP39EWUHZaxtAa9wgLwfd7+gKyij89SeJ/VZDt9LH6E2+/qrupA5j8JggS9MqMxa8s0zXz/QaKc1g3ECvO3F9I4QL2xYpeRPfTW3QBL2pasNpzThYnD1in3T8GFj2zBrh9ti5PJ0Jk2eYR15e3ti2yDDJy32LhddHZImNEAaMkQfVODimwXCZPZezZxwESNhbZVkzy15oyM/U+30jpsqyRFKrZKW4x863W+HPW+R9y+wZlk2iytoNP27epSG4nEPRq5GZfa7y+dyjIEfk5x9Kl35FQdGUIrcspGktwMnDsYXRWuyovaIOYGLrQsRISfo/RjkZkaNxLqC1pSONcxFpHQqDfowSkXHS96+z8PCkN6OPTodSWpwyDVRXMi7rx58ff9RKPm+pHA10IxoFa4x43LW4NuxBIW+9Y6wntUIBUP5wtXcpSGuJ79KgUbHOHH9dMUrjjJVEV6/oLnf61htVaYq2bBVilloFtXIePM9nz3S2fPrs+OnnM8YqasmULCNAhWFdN0rTbEvh9Za5bYr3tbAlxbLJobfipLz48en8mzVGIpHHDO4yBgZjGLQiGHA1cx0C9pj1xSgvA+8cVnesltRA55gFNln2aC3/EeeEOVOKnLDddGZLBaskdXXbC117clVspYGVXLPqBXucPwT/7uUh1SrneZQUV83oGmWmjqJUJaTUUtEmgBrERezk9GWskkVxsDgL18ljKKSY2XJnr51awSvFYB1Oy0LWWOmsDFrYMcEpvDPstbHssvDf0sb1aWQYnUSijWI+DZKmSY3HY2NbMs2deY+WNRWa0pTWBItfEZ6VBus9zg+kmNBayV7HyY1pCB7rLFrL6Espi9OebXvISUbbo0Mis9JWC94PWOcP3IN0WeQ2Iz7mnCXF40Mgx53TGI4GdebpMvH54xWtJflEqYRZzIPjfCJcPjCeP9L6Q4CA2uNCRg8XWrM4L47zMAS2+ys9bXITwovkSndomb4s3F8jOljOH64HGrwR8yZgu1qP2GzHGEdJK+PoaMpi3In97Q9q23DjR+wwkNeXA9ngUTqKY8VMoC2dggszJa5HP0lTEnQsXRVCuNB0p2VDLQsGTU3bISKbBQHhPXY40bYXjBvQIbDc/iDMH1DmJMGHxqEfMChrUG2jYuXFazo1RZwXzE1NCeNFxapU5/H+oCrDcHmiZst9TfzHv97ZS2M8n9FGM11m/vr6LiMXJR72b68Lj72wxYbWBqvlYaaVZRwcl5Pj89OMN0a8LljWvbLHwn3LfHtNvL4ux9BZs8fOn68b3x6Zl3vmUeC+FzKGenChmnYYP1G7CJa0drIP7ZKu23Lmse/E1iQgoyShhtZoZ48ltTy0vXGiDuagA2jpR9AbvRVaKxJbd47vVHBjZHSkmpzSWyscc1JJVXEIu7REcr+PrJSWYIvssNtxOzY/FuQoeTFI9Fa4aGJCPF4y2ko3QwsWpHXBKql+3PaVoE+0Elp0rVLktdbKDak2tPfSoq/itOdY6stXoMFB51C9oTgW+loOtobOYI2M5HqT7/Xx8lJdSdmxV0pV+MHx6cuV67PnNA+sa2SPh1MF6M6zFViz4lEtmxr5416pbSRrT6warb2sAbpimK+YD5f5N/FVNFKpDNbxPPjj4Q1aNWatma08sETU0ui1YK04o43VbDEewD95eXDwoYyTU0LtCpzGjQOldtZtRxlBmaTcjzx3F9dwz4xGXmZamx9yF38oO8/TyBAMreyYY2k1TPLDK3KpiLX+gCxqfDAY/X3hX2g5ie9bK2pJLFskNs1a5Go5OovWlobk9Y3VDIMlWCmlGSM/VLk0XpbMkqC3xC+/XjidDa0kLI1PH85QMq3AvhVSqnQz8NdN8b++vuPCSO9C+DTGyovZWrRz0qgtknc3RrLlpUrhzljF4/7AWQkdlCyLdrSMDGTkIyeqVjnGBp3WBZaZy45RSKhANZxulLgTwsBp8NK8zZFxCCxbkpfnKOPBMHp62ikFhtMIyhAfN6w5rve9UbYVpTp2PNOVIz6+Ucobbj7Rc+d8eaaUyvr+Jum9bQddsYOXlEo4CamgNVpp1JYOKKSTcEWJxFiY5oCyXsCH9kRLdy5fPuP8RGuZUha2VBimK1RFbTvaNdpyx+jGFndaj2hrGaePtNoxpqKprFuEbnCDlCLLtoEDa5ycNCuH2U9j3IBRhXwog43S1JLw4aeuZgAAIABJREFU40BJlWEKxO1xRJA3jHfUKtC8bStSMlSdsi1YY0mpsSx3OYn6M/u+oTG8vL7xviw8fXzi/HTh28s7jUqpnXk+835LvC073+4RVMA6Sxhgnr04MXrjMgc+PM3QZJm/rJHbkvjr5cb9kXh7ZG5bQdvAmgrfbht/3WX3l5plK+1Q/ErKL1cJe3xPpUrDW1Nq475t3LaVVCrGebR16O8nawXGcNyKy7Eklid+juJXN1oW1tIEr3Qt9KjeZSleDxq1yEklzCPjKI5dhAQktNZHLPaI4HZZtKtjuf59D28dgKUVsZMqQCkrGHp7jDT4z9Ju6wcOXn9XVIgrSYgesuTvcOxbFYM1dNWk46ElQFy7ovbjhaAQC2wT+CN8vxUcTC4lnLvvnvbe5IXhlDqa68LYUkcL31qNMpIqS13z8sj8/rpxv4k7SHnHslX8OHHfCtmMvC3wdq+8rZniB6oJPNadrgPLliVpBjjnCdMV8+ly/c1ogzbiiqBWvBY8ugEohXGQxmRTShhMxoAGZQ3OS2Iipiy0x0P5KKUaxRp3gYJZeySgJEFVshAjS2sCR+uaaR7QSm4do3O4Jl8Mo9UBQ9RcponehEuklSSkjNKE4DBakdPGGLzMKQE/OLztBA3eOQRwpkQgVRt77eSmZFdjv2s+5aHd6IRgf5wUS8mgO2GcUPb/o+pNm+M4tjTNx/eIyEwAJLXVrapus5k/qt85NtbVVXXv1UISS2bG4vt8OA6oRzKZJDOSADIz3M95V8+2Sxue9fDvvzzw+eJQJFTrfDpNODq3e6Z2jZvOvN4ytxz47++JYh2tdu57RDuJqkB3/DKjjSZYTY0b8+xFB28l6ddoiSzwztFaxdlZHihVUAj8WGr5CGN752TEQ6IpRSAyeQsr1nS8blxOZ4EFtcJYee9yyRgX2NaDnCJ/++ULceDpl8+fidsLOR7ST90zPjxIzlcRvL1RuP9zw00KrT3zw4/YYMjpTm1iWj19+QLuRNwyumd88ByHwuhMy42UpGyrN4WdFnyYONYXLk+fQTWC85RyYNTE8uksn6kjYpWjm8Lp8q/kfaP3OnptDPn4zny5UKrl/PSvlONGrY3aDnqH5fHf5DNWK5MPdNUIDxeJv8maHG+imtIdbU70tONOF6xVhOUHmTJ7lqpTLCmt6A7Wz8IO1CaBlrXRlaWUyjQ9EDy8fX/B+JneFKUZuUBT4vvrC0eqXL484Z1j225CnjZY18zb28Gfzytva0RbhzGGECxffjhjjcIa+Pd/e+TpaYFceXm9ETPct8jrdZNn4cjsqYtv6+i8bI1b7lTl6F2Uh7UN1ZKb6IzDTCmOdJBHVlRMjS3GEcCqWebAHDyWTjCKySu8lWRia5x81nKWJr8q8lhj9OBNJRrET044vOHEfofdjX735ImSFCXtgtbZQdaPAx+J5v+Qz46tpqT6gZDoMfiiNDbItt6bENx9QFut1rEJDGUlErIo0LARKgMlsUzOCkVeO7F1WnDjZ+riK+udru2HIs9oMTV2xgahhKfRgzNqXSDV3kTtaqz0DalB3ttxZs9OEsB7r7IZoWXT0ZbYLdejsu6ZFk48fH4kzBO/XRXP987bNbMdnVQUb28b+57YYxKEJxecD6xHZD0iqYJ5fJx/VSMCoJSCsZbFO8m9QuGH1d56R9d6NAYaWitMQaCSGEUdk3Oi0qTxT8N+RInLQKR0Oe1yc9ZGaQoTJgl3s6JeOl9m2Wy0vCDUjqYwW+kcb7WyzDPOaWLa8COmJIx4bYHW7FBagJ/C+KD0kQ6cCU5hRzkMvYv5a5lQptN7xRlN8AZrFZPXlFakxaxr9gpFKbR13O93Wm38+MMDP/288HhyUDKXk/wMWvYwYlFUDN/eCt9unT+vmWY9l8cLX5+fmaaJEGZiPIDG4+UyLopOrQnvLTln+d6D5+npgZQPUoqiRddWOupNoZYo/Ii1EhY3OgegMy9BFEcdnLWoVjjPnuADwWp0bRw50Vrlcjlh3F8r9sNywtNwuuMNnD89CGGtO84vKO2pLdKH4aojfNj8cJaSLq+Es4hSilS7YTp/It032VjzPgxp/+Dy+D+4v95Q+oAu3iCl7Uh2DpR4MJ8mcmpopyllFZmzDgJTKoOxGkVEq4naNfTC+eEnmmooA2H+F1JSbC9XarkDFas9zl5ovVDLyuwdLWcRlvhAVYq8RkpJhODpVIETlxPdCoZcUkcZEUFot0jPwn5nmi4o1URjv20oVTHmzPX1GTsFCd/LiU7B6jHYHJGSMtfrG9uaSBV0mIU/ODKlavY9c6TO8/PGy3WnoFHWSiOlUszBE5xM3t7JhPv165W3142YFfc9kQZf4dxEznC7H7xthYIm1T5guE7OwklI/Dzy/wzoWmm2KI2G1gW00TycJ87ecpkmgnWoWuRz1hu91VHm1JHmvoo2DqXFBa4HX2O1EUc64lETib7EnOdch0ejoYYSSwQXYzto7a+cq9KouQ1IdyBzo84gTKPPSPUBg8mGVcewqxmKqCZbDqPtUMBOhdXSBiqDpzAovXcKHTWStqFTkYvZGsfkJNUjVjEzm8GzSJyJgGNmqE3V2DqEXxHoqDYZDlvvY5MTUUlp76+FeE8k3qSLkGgogBsNZTrrmvj67WDfGtu98rrDyzXztha2VCUZIzVKgVxAafGDpFTY94OuBaUxT0/zr0KEC2amtRGru1IDdyt4KyFlpYksNThDayNQHj4qIPvoXD6OROltrLQyObTepLBFW+Eo5HXCWUXJSXJqunQGt1wpKY+47YnJy+GgjEAk27FLt4doG/DOYbxHpPeK48hC4GktEQja0pCWrto6VilpWnuYmReNUhl0wyqk6H64T9cS2Y6Kch7rFA/ngNYd7+HLk+XnLyfmGbzJpHzg5xljDGmPWBMoRbHuCZj4/Wb5+1tjy406TFHrceCcEVititFIdWm0KznLVFyr4O7Gj3VWscdd/lsb7CR9J6pkgfyccFEli/xRKcU0BU5LwGCkhhWkf6U3kf9SoWSZ8IxjCm5wL+IvyDkxec36Jq7ox8fzcJsHjj1JFpHT7Lcr9I73i0BTJYkRLyacPzMtj+TW0QaMC8T7jW4i8faKtWdQJ47tRtzesMEO174kEegm2HF/L0OaP6NKYT5dRDGiLC1l7Hym5jvGBdJ6oFUjnD9hvSOv3+ntTG8VEzTWVYwuzI+/YIIno3HhjM4H3Ut/jco7SjuOe8TMBucCylgwF2rpuEl6Pta3Z1Rr2OAxdhq1qYlwOpPjHe3lNVVlRanO7fbKsnyWlsKSRyWxpilNypKhtq678GMhUKtEYNRSwRhaNdy3wnokXq8rNsiAcJoDDw8Tl4tHK7i+bbxdbxx743bNXK+RpgxrzGxHJiZ4vSberpHrkJQXJRBUyqKKfIdhJK5CZt4yDqxt3yV51hrOs8MpUe14JSmuR0rEnIm1SU9HqXJpYejaDEgJtJZMrl7LB6FNH70YpUjqgHHD3W8+uLDaZCuJKY0stAGlItxDKwKN6ZHFp2TBwFmLsRbjnGw9XQ7wrsQZ3psc3CAcolYI1KbkmRFKRBRV79EnvYs6Cq3JJQ/1qdgWtBldMFqLgEd1jLUEZ6Gm0fehmLyXHDutaFUqnuUikVBa2YJEpFF6H40QfcBpYlHItX5kf2mt5OIe8S5GScKFGlH2L883vn17kzZP1TnuK06YQJwCrwymK07O4HrC1oZrcHKes3eYn748/MrQM/cxUVyWE7pWVE1M3omETltm5zC6SCNcTnLwlfKhhuhN6jO3LY1V08qa1vv40EmETRuS0uCELE/HTnCeyUiNbE+JxUnybFcjBBDNkQpt4KUSja2kFjI3cJbYDqypsgEN81YpMqXMk+G0BHSTqPVpdmhdyMeGquKC9cEwectxHLScmLTm6Rz4+Wni85Pnxy+BT0+eLz9eOE0wKfCm4a10jhx74vYSMcpzHI3na+S6wW/XxksJvMRIqoWYC1vMWDfLa1eyqEu0Hk5WmRZqkfIZH2acD0LStSpVwGNVtkqhS2YJi0C0muFUlcRdZw0KaYukVbb9QGsrBKqRi+w4dmbnmKdZDozOMC12QF7L1gqfTw/cbpGv3145z2dUkDTTECYJBLSO9bZRSxaVWI4Ed8I4J5PqeIi9PXN9+YMWN8LyhZbf6KnhHx5I8YbzT1SgV0XrVkQC/oR7OOPPl5EfFDHKYrSo/o63Z8LjxPz4LwIRnb6QrivLaaEZT91fwc6k7ZXeE91qfDiTq8BHx3onH3dKLGgrQXvWXSgtU+ON6fHn8bmXqmatT9Ry5fbyO2XLEpTXGs2eycc3FJqa7uIbiVe0Xmg1o7QbBrWTEMIdjmOj1STvh/K0Bse68vz8zMPjE0ctPF9faGj21Mipsd2jBCI2yXvyRpIXSiviKdKG/Tj4/nJjTwWtxUVem+D2a0xDsdjZU6PAgFQUpRupTxhepC7hIpJBps1HqKD3mqfLxGJFrelHLHrJlVQ6W5RLo/RObtC6RhlNVbIZv7fy1d5JKUkagep0oSul1yOXsdG+w1Myebcq9gFj3VDeicLSWAka1MYOaNeIrwb1Ee2eaxIeF2kEbE2UT4xnD4QsN3oMWkqep2FVZ+TCC6GtFUa+gMh1G3IxdvGn1d6GolVg/dolSNGqOoYiiY23yAHvtMLRpWWzZLmw++CD+oDjxrehlAbEwFi6eFpADb/LeI07eIQnCdbiUOguBudeq1yMCKw3WUOgcdIKlRNBdRatUClxcoqTg6l35lp5UJpHOuaXp6dfW4eORGHM84wPUulIl/TWDkyTk1iQKlOWtZo5ODqd4L3c3KVQy9Dsj//PrTGFmVIqe4547/DBDLhM4ZXB0vl8mVm8hpi4LIIv1yq5/DQ1epfBmiAxBQgX8PmHJ8mZUYl/+5+fOS8CTx2DgJ4mw09PJ04OVMv0miVhV0eokmrrnebxYng4CwzllOKXx5n/+fMDP/248PnRcTpB8I6H05nH4JiIBCqLNThtUVVx7JXb1qnFsmfFmjV7d/wZDVszxNqIqbAfB53GMs+oLthlrlC1RTknU1jtH2mcqJEYaqWOVN6fRow7qjUup0kOo9oktytBbh03urG1VpyXE/t+gyYadWdkaqqIfNk7K5k9aFrNhCXIxNzhNDvO55m/f72hrcREfHu+Q4UwX4SkS+kDr8U41vWVaVlQypHjTj4O7OTHe3mlogjLI/v1VXobbEBp8f+sN0moLTUKJNCkc1sbTTtW6T2xntPDF6zrGDexX78zP3zGGE/er0zzTN5X3DzTjhtFGcLDDwO/d5TtIEyfqXmn1TthOqOMonaN6QcoTz5WlJdkhVYzxl1opWHdCesNKd4w9gmjNGqaKeoQ4tpN1Jg4jpUcM+fHX8jxLvBYm0RubRS1Rkop0LWkMVjHyx/fWa8v3K+vWKvZjsptbeyxkZLh9bXw8nKXfo1caFhSFs4SBVU11iPz9e3g5W0HLYkFNji+vrzyth2kUjiOilaO2iRkNHWJM1dac3RFxQ5puZC9TVmqEkf2FAyfnxbOs2EyBmMN+xG53xOld2JtHLmRewcrW2zr0LT6UPB0pcdWoaUDBSuS3lo4chIHOpqmJGod1cRA14UkF+hHD/lql/dgCEl6F19bR9G1QLhKqgJlK+kNtHhFtLYCRw1PhhDuf3EPknorfIK2cgHEGIWIb9Kf3mljA3nPv+oiKumdVhtmDLty+AsJbZVmUtDb+0A8OHrEmMgY6YOzwv9qJQMKUAdc15v8DHJDjs2w9JEqLNmFSppRBBob37MzGqck31ANHvqojds9chyZmgs9ZdIWh1xeUnr3I9FjxhVFPEQObX64nH9VIBARsgoZ5VhODxwx0mpjCpOs/UpUE8FrtCq0kgA49kxMQyWEYwQECLFk5YOYY6a1yik4fno64zWcvOcyeYLVnCZLzQnvDUeMvDeBWTeJxr91VK08XRac05wfPKdLYF4sT09SN6t7oRwHaRej4OIDjyeFI+OttGwt58AyaT4/WR4eNI+PMw8PE08Xw+OieVgcXz4vPH6aCLMYGX0wWN1RVfFf/8/vPFjN7CXEb42N78+Zb8+Rfa+U5njdKm/V89u98TXC972C8sQjjSjmLCu04BecTye0tqTaqKXiRxFXLbJt7CnKpTPcrrp3vDUjzE3in0upMu1VWdslKRY5eO3AaluS1jiEaNQKWiuE2VNrxKlOMGLY2tPBKQSs6hLdnzO3WGRLSiIeiEfh73//zrauEp9/SE95Onam0xmctFnGdNBUw4YzqmZJJo0SGrg8PHJ/ecYHz7YV4nXn7fUb91zw8wWtAmGyGBUxdLSf6cZxujzQ3wMEixCY8+MvtLLRFez3b0ABY1AuoJUi3V851pXL5y/ktOH8jLaOnu8ocyLmTMsbYX5gX6vgrKahw4nj+p0QTtQC8fU7lYadFnTvtBaZHs5s60o7Euku4aAp3tjud2yYKekVrc9s65WyveIun1DW0+IN1RS3W+R+u4uKsMjWed8yL9fCyz1RuuJ23dljxQaLshZlNbUIiSoHk6ZUuO8RlMP6mVw7W4pSf7sXmjLkJv6M0qF22QiOLIqyrozwBF2k3kYbSpE8Oa0ry+z4fDkLhp+yVMuWxpEae0Fk6VV4Cm0tKVWGz+3DZdGySGdzaRwxk3LD+EniS+RdFtWYelc39XGmiKS+y5Uiju6RSdWVkPvBOoGNlBDctVUh1Y3+iA+RTUSMeL13OTsUf5n6hs9CfcQ68RH4Kv4ujep9yIHlgkIjqif4gMPEKiItgYoRVTLc59Y4Fu+xGmo+0O8qytZJtY8Nokuy+TsPo8VnV1EfSjZFG7H1H0uUfI0utcWtd5Q2ozDLDLEAWLTQFEo2T91F3pzGEPrgPSdrCcpKVqBzKKM4W+EGS2v44DA/frr8qo0FJaTPHAK6S0TJdb0DUgZ/noYnQoHTllYqOYo0tbaGdk66GZDWM+cmLsuFlDLHESWaIheeJs9lcjycJmarqeUQLUMVAijXJoqhEewnWfedx5Phh8+BZYHzSXNaLFZlvNOEoMjHgVaV82yZvGGeHZPvTFbW5mVx9NY4nxZomWCEX3HOEmMeUQJSaNVTgipdyLp1dHdYJPDxds0cWfGPrxt//yPyn//ceF4bt9RQLoBZeNsr3+6ZWza8pSyvhzHi1C+HyN+NG854aC2z72NanAy0RoxpDAxVSFmlccYMBZYZrXxFir9ao7aOsY5YJA1AoFglblKjhYTWQh4qZYg54qxi8o6aIyGIdNhZg9FSorO4wOUyiSBiy3z5fMY7kQrvqXLfdmqrxCPzz9++E4vi2LJkpLXK7fk7Tjmp26yJdmTScWO/baS3F8LyRE730ZNhKUdhz4X7loXj6Z1WGrpnrPVU7aFZ+lFkqtSK5eETOcPycKHlg2P9hg9PoBzGSJ1tePxMXt+osWL9wr5deXx8BO/pKdMt7FtEFYGn7OkzrRXcougEbl//4PzjD5IUO50pacV6D3oibzfhVuns211KvlRl/vIL3hucXliefhKyXhdoStzpukFW9FzY1xvHvUEvxFooVfP16wtfv7+xHpV13wdfIV0uxjtp+WyKuB9orbitG3sqbLsYAY+YeLsfcvlULfzK+zahPblJhUPtitJkY+3GUpFYj9pk+Ou9oaicZ8/D4oHOfY2sR5ISqNzYcuW+J5TxYkIYIYGia5IQ0VL7SLaQiyXnMkQujBgOgcZV63ij0b2glJDWEo7ZccYP74hCYttlgnbWyWHdJIOqqzZqZ+UiUeNyUEpjnRNwpYtvQmkxUButJem2NuFjQQ7hd+kvkhre2kgOH/wrI2rEjrNROtL5CC/NTQ5wbRhbZxm+FPk9VnWcUaPTB4k7QWO6gjHkvVMM719rsQZPIzhFVyLjNsYMRZo8F/3dS9Kgq6HWUhJpn6uIF3LpYpIc/JYZHFEdW2RqhYtxmLGd6lI4GyvhrUZ8OObLp8uvub0z+p3HaeYyOe7bjVJE2wyNmiPp2DBjHWq1U4qsoM5LaF/t0nduVedxXrj4iXREdKs4Y3FWswRDrpmSDqzuUrTSO94HjHHo1vFO83Q5cZkDp9lzXiZ0j7IyL4HTZPFKDWVH4LitTC7QlCLFyvXlYF8LNSVa1aAduTVK7qQtUXNnsp7aNG/PK+v9YLsfxFtmu+6kLbHfM9vbQdwzb8937teNt62IyWYvXPfG7ahoK8GJwRuuW+Y/nwtr1Wy1U7R0ces2TJStYlQnlYQLE8tyhsEn1arFDKY76dhEMuemsWpLEZN18ho674DOEiaMcxwx8S4sbE3yhmR6HNNWy8N4ZTj2XdbdmllOgVIST+eFsh9MzvDp04mWM7YLPqwtzLNjvUch6XuTrngDPji+vdzoxtG75fpy5/X5jdvrKgq+ZSFXzXG9Y5QhHZFug/A+WkxSJVUxXbVOOgovz9859sI0Bfk5VWdaZkxYUK3hVMHNE5SCWk7iPiYRJktZ33CXR3l4jON4e8FoMUYery8sjwspV+L14PTDI2lP3F8LboJ5WTjSDuqM7qC95f7ylf36zOXpJ/x05lgPYt5QRjKpVLMYU1k+/UCJCdoutjqjyfuLkK45UcsmZG5N1Cq6/7bupJgpOXG/XXl93Wkt05Xn7b7z/PJK1RPP101SZl2Q3hSj2PaDbYs4E2it4sPEdc1sGfbU2Y7CkSSBtw43OANmER+o5kgJFB89NxiBmUoplJKJtUg4qoZl9hirSElI9liktTRX8RyVJom5xhimIEa8Vjol15HgLbJaa4xIUo1YALQSz4Sz5gPC0QNqse+ktxbyWWNQTSCl3iWfTys9zijB+lUfB+QIPrQDktUjDBI1/rx3t/dwugsJIAe+Noau+NgAugLvJ+qQ/7//w3Cedy1fV3UptbLaflxw79wCtA+FmRqgoNWGo0jF9YM1LFYaXHXv6N4J1mBE0iikfe+Dixa+xOkurnbrcNpilUIh54s43vWHV6c2iLVRhneldoXqAnk1JbBlfRcBDI6mdMWa5QK9BM9iJD/LavAKdO9spWJ+/vz4a6lNVrreOS+ez08XUThU8WgYoGUJTLQiC0BrLX4DYzFAKTtGK4LqPFqN75U0yNlgwQKmV5yR/3aqExRMrbNMjuVyYvGe8P6NKojHxmwdtMLnhzOX+UQvnfV65VgL+z1DU7TcyLHy+lz589uObQ5VnJgZrWO/Ve5vmRw7NRWsMlDhz293dHfMfh7cgDQQ1ma43iK1GVJVdCwFgaa2rVJLJ5YuE1eXJM+3rfJ1Uxz2wlFFX7/GKKReF507reI0KKRrgtpwWhFrJVWFcYYSI1YbHh8eUUbWVmedRJJ7gQdbfcdc5T0yRh6snApWG3GuDl/PvMwCOzpPyoeYClvBWzESnueF7TgIk2EJDlrlX/7lB263G8ZYtj1SahcJcBM8tSsIwXFaZublRGqdtz1yy5XcLDnB9Z64bY2v3zeBBHTHdMt639jvK/b8iX1fpSZUGd5ertyvB28vN27XnWlemOcJoyBMZ2pOKJWYzmeUcczzgp2WcfhMmN4x80JXhnj7jnaW+fQJZTJdG/x8IVy+iJKoFLCNtO2s+WCeHyXM7xbBLKT4gnFeElW9Hf6DTlOdnu8sp89YY6ntwM8Lz//835R9J8wn4nrDW0vt4OcfiPtXvJ9H7E8Vh7TtdOVxc+DP375xj5WmNDkrjgz/8fc/wcx8e17JRWGDwwXHfiTWvbIdWZ5LGzhy4XrfWbeC0oEjdUmaHYGcMnQYUBJ3nkofYZ0jM66JEbC9k9NNAvqC00xBJP29Vo5c2asQ4XGkO8sJaVBGLgfV+5jiK62I90IpaQcsdGoXJZ0ZbnBql8BKylAzCfzTe/9wspeR29YZHIUSk6wbnIXx5sNR3ofMttR3REELUTwSG4SEl8w4xlCmUNQiW8W7/LcWiRKhjcIwCRr56/JgKLBgRIk03HuIoh40vJJLpMmX/ZDRGqWwyGuShz/lp8UxI6Q7XZSXVklXuigj5X3qQ+0lZHrFaQvN4o1mtrJN9CFP1kphBhxptJyDqouMN9WGJOrLZVlHKrBCoDe5TGVzuWXZUieMfH9DCbhlOHzAfL6cf7VWS+6M0Vxmx2m50JQj5tF/qw3T6ST+ipqH5AtR7LTGyVs8nVlbLs6xOCcYJbK65Xwwe0urGW8UJ2c5Gc2sFLO3hEljqcRtI8WI047tSHSluXiJ2ggK1rebVNSGE8/frsx6wgG9Vu63yLp3ejdMRqHRlNbl8ksSkWy9lBItUwCliKXhXBBuwcpBjrHc3nZS6hyloawnFZlo1z1y7JHS1Qe2WXNmnhf+fq1U/8Btl3a340iima+iRa+1/JV/o/V4sKSR7b6L+WtZFhQjZ6yKOqp3TfAT2tqhl1fjMK9YmhTuVFF6GKXZ9oPaskiwtUArTknd5h4zORdOwROcH+Fxhloznz49cL1esdPC71+/8/j0yLpuOOPlwFESoW295nKaUTqQ0sF5krrRrTaM6rxsme9blNdvzex75XZPwg/VwuvLi0AEWlOywKBq9B789tsLv/35zNPnLzjvMaqidcW0Qu+V6TKT9hXnFSbIpS/FUneMn2it0uMVN0u9rDeWHBPWXYBCizvaNnoPbF+/ES6OXhI9VrAHqmhqTcyTJW4r8/kHuuqEObCvb7jgSevGtr7QlHRvb/fv+BBAVQk+VIqYI/TA2++/00rj/rLT1U4tibzuHLfvVK15/e0rb68rqXRu1zt//nnl929vfHvbeH7b0U4uymmecM7w8nrjOLIc/LmOISWJYkoZcuuCAhiBX96x/v04SLmSm5KuDWtHYjAfB5TIhPuQ8RvOyyRhqakQWxuRJSKhlfwpqVdVyowCNCOijFaHElDEGu++CIksl4GIPpKOlRLllFb0Xv6SwSoG7KOptQhkZCSC3XxANGpkwo349cFToEApUUWJmlEuBgmsGLIkxFlex3OjBu/B4FHlR7QkAAAgAElEQVT0+Bs9pn8hcEQNNRzuCk2teSi1huJJDy4q1zFoDQkvcvCrJmVS8vU6qo5nisJDkARkheaoUEbfhxpOc0UjWCtQP3qUYg3PSmtjA1EjA0wuqt7bR6W3VR1rFEZZShNZdld/cTvjd390nuRa5JLynqPCNUuacFCyVb2kRjQO8+PDw6+SEyO38tPpQkqJ59vOfVulmElbUpcAsoDC0ghONo/T5PFGghe1ksm3FJEJptYpOX+sRr1UglV4A60kzrMfB6qCJnHOrcI8z6AVk9N8eTpBLezrLimbpbLdVk7Os1hD0JqcI7locpJ0X+8kmh5lOV2eSGnn8SKXh7eWI2ZyrULsOoX1Coxmr51vLyulyGq+1yZlVF1x3SI5S9VqRxFjQgPnsPDbvfP1kAmgNaTBTMEyz3LoW5kKeu84Y0diaMV6z7qL+zmEiXmZyTlLKVTvWOtQaFLMEoFvkOA/xfCLaPYkjmltzJBE8mE+8t7jrZYa4RjJXcvrozUpJk6nhVpFMbJvO85JVe9+FE7OSJTJuvH4cGZPmbf9IFfhXf7++wtPlxPUxNuW0L3xt4eFNTYmp+mIdLP0zvP1YL1nXp6lT+JdkNGL4X7dud5XUoI//nzh8vSEnzzzLDEM1s90bbE2yANWZVrvWYyEqicMHh2C5BtZT7of1CSS8poarUZyTGy3G8ZbjnjgTo94q7n89H+zrW+iXCsrae+cLxcamrRdqWUjZ9DKYYxUxva6oeww084z07xw7G/s96+cHn/g9v2KpuCmjpsDymQmJyGHtRRSOri+7uRuuK8rtSle74l/fL2yFSi94YMHFFtGwgz3Y0hrpaJYuni01DfX9gFVlHEogvy6dT+oFbqSAE2Jkpe5X3Ukx25sB35yhMmiukziOVdK0+Qm8lmGnLXWOiAZQxlJB60JF2qMofHe1CcHdufdEwa15cHEaDEUUpnmQKOOiBEhtpWBEPxAQiSHyhjhxXKvwhMYiVDpwx3Ye8d5LyqvDnSJMuqDv3DOAnUU4skGpgdX2JukYsvEbge006HVMdW/T+eMyKYyIDgZ3EoXD8YgK4bpUC4zUUsJaqMYHhSlcUbhvfisvNKjR6Z/SK37eH+WILmEbhgLjdY44/Ba6huUNmjlSKNn5l26j4ZaR3YYndmKF4xBU/Xxvtcunx/paBJZsfhlJMxRdQXWEJsUbJ3miaNkuvaYf/n09KsQuRWrNE8PTxwxcaRGztIHTBOoRKNRtfCwTFgFl+BwutF7pdXOng9ZkWLGeE9qHd01Bs1k4aenwGV2gvUBPtjxwTCUbtiOxrLMWAdh6pyDfEBbKZLwWhVTmKEoUhRHrjXijj9ypyASOU1nDpbLSbqDtbPY4MAY6SvOYjqaThNKa7ZUeL0d3I9KKrL21dYJ5wu5N/bRI907lCIEdyuNZZ6ITfPPW+XoiqZEjOCG6mEOgUIbkr+ORcu0YkU+GFPGGEuYAoUur/u+jqh6mej0h967YQ3MwRK8pWFoyrDtBxaRX6ckHzptrGTiKPBK02hkhMicvZD0zlvOS6AWeY+tkwffAbprHubAcRxkJPep1YbRIpSQEdPwcLFct43bVvjh8sC3lxfe9sq/PC2cF48xhm07WOOOsk5gkNi43jL/+PPK//7vF3777ZW3a+L2GtmPjdPpzP3txuPFUUZ+WI6HTIJK1u55PhO3FWcDqm+kHDHaU4835uUL1jj27Ts6nAnzJAeW9djJEs5fuP7+T5Y5ENeN+20jbRsuTJLsHFfm80IrO6Zu6KCJ600ITRcwPuDdRO4JrTpx2zmuf2KMI4QzMVe8P+HDhDaWVleCX+QQUYr1dnCkyvfrwX5IgvM/v0f++ecbb/dEw49itca3b298e1klz0wrcu9shwT2nc4nQpjEsV4kX0mcYqLkke6bOrwX7gPWoDbKUAkN4F6gC6NBib+i5DJMf20YPyWKvXeFVobapINbggUln6qMAem9p0LqX8e0rhXGSj22VkoECGNgNXaERbxHkjeZgLQ2ci4MjoMxMKHeFVeDdzBDtqvlcnk3EWojm01rcqiaIWLpSKRH74w8qybwpPwhfxHgevg83rGn/+Mv2ZSUxLG//20kYr619hG9rtVfJHsb20Fr0AaR7rwbvSXiE9FWJNG1vvMtXYRERnPyTkQ0Tt5L0zrBqpGyLCiHcpZUCynLn1+7CCXeFa3UglUjc1CBN9LQQ1Mim+79oxirMbZMbdFILFTpkBqsuVG7xk8O88unh187Bqss767J3DuNIuFciEvde0nBDcbwsAR0E+dzqXWEC/JBmlltKKnwsJygdbxV/O3TxGT7RxaW3MmWIyeOVCjdDsc3pOPODz9+xtbO7WWllo7VTprxlEx+rTep1DWaa8wcGGKH256Z/SyqCA3LHLC6c8TMkSoxSfT0LYs6IuXOusttGmMjmIkjRqoGEzylNVKWDKBa2yCbgNHH/PfbwWEce8ykZjhSpgNb3MWNiv7gaT4/nGmtkGgDihdytDYht9KxY4xlWWZ5TY1GO0/XBqM7VlVoGZohlkpubfRPyAci5jQ+LMIqislJ3k+lnMTLj37z3gQHnbxlcpp0JOZgOV9O/Pn9lU8PQcqCokgXt3hn8Z4peFqpoArXdZfiqEE2blnKfryfqV1zrJEvjyd+/lECCVtuMDKArntlT+KkPdaD48jk3Lnfdq436TJPKZGjiDBiitjlgZc//8C4CWUM9/WO9hNhOqOxlLyy7REbTrIBWIPGkbYNinAkra70GvDBY8+BY3vm8vlvpNtXgfzsImOIVVj79GFYnebTeOhPlBH2V9IBraK8xyiRqqLqGG52tuuNbY1st8x2Pzj2lZfXO+lovLxc2WLlba38v//rD7oyeBtQLtAU7MdGRSZYO1zDpRam+cQ0n2gdtu0gxUQ3ToQTHXJpbHsklgYYvPEj3G/kSzkx2ArEL897GQdNLUDT5HGooRzOy/ej0OJZspaMPI+1DTy9gbUB69yQhxsmJ73fBvBeoooEZxc4p1aR4paBCpArOaUhQR1JuL3Sex1wU/2AuKrocbHGQhcu9j3SRA7NhGripxDYTcyb43ZAGScE8pAIm3GRjFQpmuKjx+PdD2KdRAqpPjiCcQnXKgNiVwI/9eEAl6kevPPowTGgJcnXOwcMeVKXC7q2jGVwpKqPr2+orXzAbF5b4Tub8CDeKqx1WCMG0l67GEt7E6HHcNZXDHS5IJqSS1YrmI1Bd8kCY+R7NcRfougUGlW5kRIsQ3U3lteYqEqETOanx+XX+m5Q0Qod3EfCq7xZZaxdjlIyl9nhDVLqjjhBjTGkVIlFYrbt6JsIfpZVqFesSiJIKHLROO9losqK2hRhsRijaCS+fFmorVH2Qh8r/VEKqcpBLsi+KAcKiuc1EuloH4hVPhgGTbAWQx33p1xe8/JIalDtwA6NPECxSEFTLRXvPEor9hylYhdwxmKVSIt7qZRmuBbN1iUCWYpW5MOmjMQJ9KEhr6VKCKXuYvZCXKYSGS2wQ+2Ny3zGWY/3Aboil0qqdZCCUupCl67mlLO4WjWUmsm1SEhbLVirsXRm72UFFx0jy+KxQM2FKQRyKjyeT8Rjo/fO508XXl6EBPbzzNeXK5OzxJpoHZ4eHyTHrBaJ4OiaWmEOjhAc329XZu8x8jGktYT3muvtRrCWv/30M/u6cT4vNAVHTNTaiRjusZGrbKHXo/H1+UbKinVr3O4rJXd8OBHXDaUM9/tGrYUwO/a3K6oINrteb8QcMTiUDgLhoDiOlbjdqKUQHj5zf/mdFldOn5/opVNL5Pzl32jlO+lYydtG2qXAq0Qh4ns3xH3n2G/QDoHNayOcLsTtBtqS9pW4Vl6fv3P+csYbR0qJ6+uVdb1TGvz+j684N3FdK//4/QWMJSye1kSC/fx6oyFJvSlpQvCiTHw6cVo8257ZY5JnUJkh6HCs28G6R5SWzd6HgLVGEqYnh3UjnbU3YhbfUK2iEKRLS2AfB7xAoDJUyhYgGLlE4WiojVYKYQSt0oscqozDVyugMM0euqK2IipEo/4Pfu7DpvhB2qKNSLiV1BC3Vum1ibzWSdyJmJtHuCCywQicJYVSvKud+vvPIge5dXIuaSQK/T0xwRjZyvWA4d/DDVVXw5Fu5FIYiREiDhCIq/UR/qiUNJIOSF4qrN/5l4qzUlwmm44Zz2oVuf2IZXFGXOh0CNai3mXE6i+zZ8wJ3aWqV/UivUH6XRI8uA1RfQx/zDDHKtkk5OJWA2Z7NztW2Ub0+0ZT8dayp8p6FPCSxJ5bpwDaWQqyyZrH2f36kSgJOOtxI1qYPuKJtbhBe0+cJ9lEYkqEMEkuS+1Sa2u9fMyUYZ4m7us6Ml7gMgVKKrJmdpGaFgWxi/Nznhy1Z06LdIzU1Ch7pVdxXubeKUp6zGuTSSP1RleOPVVMcMQkh7+jMWv42w9PKC1xCNpo9j3hlwf2kqU7XDE+nGLYmbwTDqLKA3QcB6DF3YkaztQKWrP1wH++JVLTlCofNNF+N1FC1Ybpfbib63DEQpgXmSZLZl5OdDTaOE7LaUxEgh3XIqtnyRlnBQvV4/2JI+lUGyM9ArlilON0On9sGbZ3Hk7z8OV06eRQ0vVstcRuGA1ad3oWM+Nx7PQCT48Lr3skxci///TIFAL3Nco6PA6nbbvjtKjC9iMOTF7xOHmM7lxfVz5dPCknVNcYDHGXAiztDKUyknY7RTm2nGlAblVC3Krids/c7onbLfN6zXz9dmVfM7lonp+v7OsGMfL2/Mrryyu3+524HpSjcNzvrNcbx5v8g+6ScFwbr388E+MN75/IqbDf3tjWN5kQU8TYGcb3LAnUXoaM/RAIwGhSPjDWi+y1ilfn/rqiXWC6XNBKurvjnljXg//65zfu1fKf/3WlNsu3t53fv28YtxCWQEyRYzvIqQhUEDPrXllOE7/88onTLNliL6871/VAKRFxlKa575H9yMTcwXjqKEDqvUrdwvB5lZwptRGziCdAuAJrhNh1fmDnA4nw3tG7bCaSWq6GCCiiugwRdhDwzgw+AYXzFmcVxnTOJ5Hyl9Jx1n+EAr5HehitPjKouhZStzSB1rR9Vx0NWNZJk2XNRf5dyuBuRYFVhthDNh1QbfRrKJEv9z5GTy2EskzaesBmYKyl5nGpaHn93iW/ZcBKWimRsdJwVrLl1Ki3VrzX6b6bHofNZZgH9TgDchH1qtZapLpNEiFmo3hwekhpBaJqtWG1cMytgzOjVGps/TLcGoI2mC7SZacNYXQ8Cdn/bsSUC+s9EkaaTwVy8+ZdlABBa3yXi/IdkhRfjwguxEQpMJ/58nj5NbeKGjn+QcvhY1pHN2n+m+ZZTG4aPp8udAzrupGz3NKzlvY13+Fh8uRcJKqkJ87Bc148fvzwAMrIGtyVxoUwbuxGmCUFuKSExdCromrFfY8UY6lNkXLFTxPWOmIppJTZc5HIA2WkyU3DabJYKybI+5FGhejEbT+4bVe6MtDgFLzEwA/XvUJTqihIpA5VNNi5iOFGG83R4GVv3JPsNiGEQcwXaa4bss+exXFe1XuMgRXJXC1DAKNo3YgB8Di4HyvOO3KWCHyttTQMjrBFrS2lteG5ka6UXAqtaZwNw3SU0apIfLYVFUurlcspUEeqr3Oi0Hi6nKg1o3pjuUxsMbJ4h7aKr89XLifpef/69ca8zOMBqFwmQziduG6Zo1Sq0nSEfE0pSgQ60nRnlKKlxMPpzNv1zjTNfL/eqE2URNM0kUthmWakY0ViXLpSlC4wXcawpsq6J47Y+e9/vPD8vPPHb8+8vh3suwYVqLny5x9vHEfi2Ddqhe1649tvf9C05vX1ynZfub8947xMwfEo7PerYMTaUmND9QId9vU7tUBKK+nIpGMnp00w9No49pWOIsfM6+tKJ2HItFrY7nfevt/59sfvvFzvvN4NtyOzp42368brbWO5PLIdB6UV9li4ruLnEZOc5umHzzw8LfRcuF1X9iThhx2FMRNr7ty2RC6dqkSqiRIljXMW761ElSvxffQqsG0fSietpYeitfrRcVFylmnYi68qpoLRXvpmekEpzTT7D5I15wx9JFloJKuuN0KQjds7zbZttEE8WyMHUSlFoCmaRLUz5K9ak1rFDPUQTZ6T0mTjEONb573k6b1psZSCc3YorcbFhByoSglsqmQ2GwbdNi6U0WqIPBOt1/H8qjHZS720Gr6K3hpqENx9fE//v80FKYuqXb6QG34WSSmX2JTempA0GokoGTTBpGHWyABfK4u35CLwYvCWDHhlcVoTW6UqPjY+PV6j2iUTS4trWPK5uqg/6Q3v7Bgw1Pg1DT9Sj9uIeTECa8hb0qE2JTJiRqRK/yvh1/yPv/30qx5ZKqqLOcVZIStLqZQuBBCt82ma+PmHH7muG/dtp3VRVJ0nh+0V30ancK/ogdGd50lurSoUt2T+Qx7fGKpjdec8O9AV4924JTUxVlKWBM9YwU0TehjSaq/kktlToWhHbA20uMofThMo6fVtuXFkya4paPZSh7zOYrXmOHasdxIRniP0IflrosdWvUuA4eB5tLb8dsu8btLR0Y0WHBjZKqzx9FpRrcrlZOzIGLKEMInqxDtxrLaOdU4UYSMagC44pAsBrYfKZZBe76u1DyIOSDEJAWed9KkXiSMxSkq+GqLC8cZwmixHjEwBnp4u7Hvk6eGBbbvx+HCSdVdrbDCs284RCz9/+cS373dyU6Alpj8Ei3fwj2937OlE7Y2U5CK3WrFMQUpxlDjVm9JYH1DGsUWp7sy1S4jhMlFpTJOVTCCt8M4xLwspRk7zjDaKLTW2VCRnKWZKVxTlSM3w/fnO99ed1+83Xr498+cfV55fNo6jcn07eH7bud4L63ZQS+P6Eqk1o13g+vJKSXBfd+JRhatqne3lldvzK905VFPkXDn2SsmVpjrHvhG3XaDaZgXWigfTPLPfDu63g//6x1d+//POfDqzH52///ON1/X2IR09nc5yAJci5sbS2WIm18aXx0cezmdsmNiOzOs1ct8iRyqjZ8Xw/R65bhm0BStDiDWiQHQjhVUkxYWYCjk1TtMFjCWWLKGJI+ZcaHTFEQUu1TaADTQlU3/pffg0JAFgOc3EIwmfiUGp9uHDMNowhUBwihAsxyGR/do5FIplliidUgveWTrCCbQiaRTaWNqQjEuNdfpQYSn08HqooXBSg0A34/KRlF6j3rcL9X4GglIyhI3f497hMFX/+jPHxfS+efT36sHxl0EUV93oEfsiMLpBC+owlFad+oHegEIqeGXgk053+bUMGa2zsgn0KpevcwavwHY4ahVTcutY73Bj+9hSQmvN5AIlV9CGohT3VFhjpmstvfH1r7h7Z+Wiq00kuaWK1FsxvCIKnJJzJZdK7oNTQZPlBZfX8z0iRSlsSRJdbLQkSbahaDJjnZymmSNnvBXd8//6j/+gtMoUAqZJrNd6RC5ejEe1N2YrGuXtiBgdWbwFVaXjG+kAF9gHelMYqwV+OmlyPrA2gFas+QbNjYjrwsUYmRJ9oB4HVlvsaeKaMr1CjDJNS594F7mi1fRYBXPUUuYicNToR1YS1NiUxVpD04pSRWWS6ZjeJV9nEG2la2KzpNbpJdKUZs8VbS3GeWrreET9pHtjz2WkmEp/sfn4oIryoWtNinHwG51UK9aKFDGXjHPyhqs2akmtlultZPUoNSDGXCQN2ZkPLXdDejnCPNF6JzjNeXGSnNss8Uh4H7Ah8PLtBaUNThtqV/gw0ZUm5sbl6YEYd8lWKpH7umOM475GStz4v/71Z7zqvP5/VL3JciXJlab56WhmdwB8iuCQzMySlOr35FO21KIXVSnJJBke7g7gDmamYy9+vfDuRSzo9AHANVM95x9fL9RaeN0z3luij+yls5XK9/urpMtZ3/9yWFi3O+fjrMnSVGwM5KKGxuU0k7bMl/ORwwy/f3vjw+FA2hI+qG0yl8wpBK73jXuuRKecn1AKL+ubhhinCBj/wzDFKOFCtJy/7XjXmaeVy2VlOUw8f1xZDkfKfaV3iNnhuyLsW+vUlllOB9x0pO5wu15wznC5Xjgcn3j5/c7b9xdSLWwJ9g6va+bHRX4NHyd61/T/+8udbXRatCYubA6CfqHx7fsr9wKpOra8MUWlEu97olnDvXRcDJrS3YBshhoJOqk0Um4KLLSeaY4asozDEKkl03HkLvVlLYJegp+wYdJ7YjrbtjFHEeJpr8S4kPeswL5J2+PsA5iKMX5s74bZgY+Ot6sgX9OULp22lQaE6IdCSJO87QOqzmkQ9oPStro06kjMtYiIzrmK4LaCaJrRmdVrFXeB3oGKvFghBnEsrUky3IzURU0SY0mPdQG0IrNuDI+IeWk7mxlmvfEualOxQ3WpzUjQkjaAVpsuHScy/AGD0bqk/t1hnA7yaB3FOtZWaeuGmVUKZZyFArkbzJ6JTvDz4tWMWQb0u5XGvRS2Zmgusg9Zcu26mDq6IDSwy59jncdZNGj3SrSWyTlqkZAgZfXC1CEfxiIz6IC3Sq94g8WYNspZDHvuzF7O0uk4s5aMt4ouN6VBqnw5LazrjWgN0UhPfUuZOXiCc6z7Ru2GKc7kVsbK1LHDH9GtyOvaxD+se6HeEr8szxwPMz9e75zPE7/88sx//e3GWgVPpbQT40ES4VWFSv/yb//K/o+v1HUj2k7ZE7VY9tbZF/E1iltWH0nAjEawndKaXkxnKEm67j0XUoPcGtV4rDOkcWBjHW8Z9jJ4Du9Z9119ATYMr4akca1VUu0icEvDkDF5GynGcUgpPX38Xdu6McWJ6CO5KAvMjTV62xPeCErb0y5sF/OOazfTsL0T5gk/GXzvTHHhst6Yg+VwULPdFDytwevLlfPhWWq21rjebvhpCAf2zLZnns5nruvOljPm+sY8z6SUabWT96rJNFWOhwVDYl8LznpuKSkaYa/MB09Omdw1tVUavcho1tZNNbXWsd03np7PvN1Wtq3wL18+Yhx8y4J3wnLk06cD0YvPWSbHh+XIb7//ToyBEA788/sNb+TQbcZjmpJMndHwYwHbb9gg0Yd/UVmXs1eCM7gfN15eb1Qseessc+B4DhgayyIPUV43wrIS5ivrZSP6QO27Whsv39jWxMsl4WfHfc/88+sPhQzulVrhfFai7b4nUm40I1nn+XxgiTPbnsip8O31Im7jnvDxAMZj44H1vpGKDspDmJgXyxIcuVTWXTW0qVbSnhUcaOSyDtGPg1ZyWxs8pogE770pXqVVfJDM3BpG813BD5iEDjFOykrK45nNGWc7U5T0NDhLdQoenYI4xFYqzkYwFu88IajsLHddLK2WIXFWfwddMEmpVa2lI4LEOfnQBBoPNdgDesMo66u7d3jKIFLeDsc6D9lua3QrMnrykzYLJ5VYHVJkaz2mq4dEOVkM9/roN3+QGV3imj4OYAYfZOxPk+Tj9z3+jCBD8SepNkx1FKMyOwscgieVzj9vmR9RKlipiEX2hyAxkzFy9GvY7aReWEsj4bFeZLmtusjMiKnpNGoRfBW9zkTf1bfujZHHqiqupBhDxJNTE4872iadGf6hkb3lS0080nPpcFjOCg5whnXb2GvjvMzMLtDyRvQGWxKz6RwOkdYKlk6vlWykyGm7JK/n4yRYad0oNOI0Ya3nMDmq6dyuG6UmDI5WDPutcJgC0RlMz4QQ+OUPC7e1cFkL+1bpfVcV7H0lBsfXf/yD/bZisSzeYZbIaV4wzrCWytvtSgTOxyPVGfJNJU4/bjfm04IbmKsxjm3P+DDhXeO6agq13VNd47JlzucD25Z0+9bRCtilHQfDvq2YYOjW4IOjlCbs0MpLY73w39rNwGzVktgqxGDxQ37bjIFBoq97xqDLSR+iHMNuOE6XaZY4wemBXdcdG9SvPsXIHEV67lvmOC8iv6Pn/BSpdaNtImxLzXz59JG3y85xOrEEy+/fr8zT9B4ud103nj585LoX8pYxxrEczvz991cO3gt7DRNPh5nb5U1RDSFyfb0KngNueQdnOE4L3i/ctkIFfrxdSbkzBwMm8/XrnW4rx6eJ//zHV379dGC7bxyeP2BL5/J6YY7aVFvrPJ2OfDwtbPvGuq48nY7kXEklY5Ejd193rmuivmPThsl5aJ3jMvPjfmfdM9165hhZXg2zsfiwct9Xeq7EYDFepGm0Ht/Vm7GlzN4a2Tji5rneN15ujZfryqcvn4nGct/HhdwVsr2lxPkYiD6wpcrbmnl9vVN7x08GO034MLGvd9Z9J/fM4fnAKS4yudnOtmbuq4j/y30nlUZwXjr+VngQ5Skncq2UZrDWE+NMZ6OUJHJ0IBB4ozjvJhjUWUV61No4HIKk6c6NYMTK6bCAK2AsuUodNQ9V0u3tSrTa3m+7NkeJQLaRATdMfL2PcNABJTWR5D5MbKMo6gH7PGpmWy3v/g6hJ+qjt0ZtpDRGAu8Q7YyE3c5o9MMOw6EZXMhDQPAgvK2UA4ObMVYch/f+HdIyRtEoDlkpWm/vv4+xAb3zNoOr6WNLoQ/j8Zjum4HgAqllFmfpaLjQJiFv21oVd2KNVJyORIyRnB4Ev/jSlMQ9dUb/Um0YO/LFjBlimCEyQJ9zcPrPGwglYVGronOSBTsrXqdW8eW5KGbFfX5a/mptH810nXmZ6Yhhbwb2PP4xfSac5wlPp5fMFJzKULrkZ9ZJjfT0fMTaoeV2cm0v06RMp22j4wYUIR1zR1P9VjpbbhymSKuqTjS9sSye6AzzLFXC7XLHmMb5PNOqDvRWikg7HyR/LXKb701ZVd4aaqmCcZaAMQ2cXgKDJYQ4ogMMz6fIMkdaheMiCR/G0mPg272SSqUAqRmZrLyHqpVR3pk+iPeC8WFAIG3gnSOaXk+FoAJrOB1OWBxbLThvWYIH+5DpSh/fGiNkQS9E623U/0LuCldsVaqKfd/xRlWm27rSqqVVKDnzdJgxRp/LPEW2PbPvnTA5fasAACAASURBVLSqg9wH5Z9dtswcA4f5wG/fL3x6fuL7jxu1dmo3+DBUIlGbGNbQqmG/J5qDfdcDfzpPrBm6CQju7eRUeEhjWisEqxgdZxpfv7/RelQURtPzF6eIdY7rbcWSmKbA0/lELopnCX4CD7frKxWY54nbXoiucZpnau18+Xik5MzzrA6YPSc+HrxywuxEt4HcPW+3lVIz//j9zmVP5O759u3KLVf26vn2Wrgmy/fXK6+p8X1NfL9sdB/YOryuO7ctc98Kx6cjy+nIuu1suYKL5Apb3vjyy2ew8lK9XDe+vd24pw7e48OsbTgPObi1fHiO/OHjkXmxlJ7ZtsLrZee6ZfZq2DtDDai8K1DK8b4lrtud2o2ktta/h3tKceRxzr/j842OD4KjLY3DHJlnyUDtCPZLJeGc4el4oI3Mpj3JePfHz6dxUbuBSBRS7cq1G+PqmJXww1tUahVRjw5d7xzGqOit1TbUTHaQ2YpbAeimq6p4XFqP9FyZ9qQoUxnVqEJ4fH/dDX5EgbEKbjQ/Qx3HWeZ6xWGGv0oFanVId0HQVze6tLUoKIHYGx3g3f5US4mA78oqG8ZSAG/EQ6URO+8N2Ee3iFU6rnGW+1645EbuUq0tMVKznqvjvNCHubG2JqvCo/52XIrO6N/KTarNaB1bSu9ZYdEaZmugKh4pNeQ+t3ZYKDrN2nflKs7j/vKHL39tIzSxVkU4YwzOCs/s6HoMU+BeE9043GgOtCgMMFR4Ps76wFMh2M75MBGCwxnPaZ4xvZLrTlwmmtOa2UynG0/JjdQ6u7HsGbatkUrHBE80Fu+kkT4shikqDuV8nPBoImTglyFaGYmSKjCNAb8s7HmYAXsT51AKZmCYcagectb0UPbE/b6SyuDPWqW3Sirw7W3lkhqlNFLu+DDJH4ASNB+OUj8kd1jxELU1EV2t4d+jHgK9qVSnGycivXdKa++pAOt6BzT16M91as26iOJQj207wSnwr/fKHN1I4e2cjgtY2FPC+VkPmOn8+uGkS5hIM4bbbSeEhdIVyXA+H7hvdyqG42Fh3ROX+8b5dOTb243qAntKPD8fmIIuq1IqyzLx8uONaYkYhxRddNY98/W2ct8rz6eZj89PTN7z8flEzoXXy1XYf8tS84WJYDvH6KFDSpm9qMmxN8XnlNJYU2OZAyCfkKFxPC6sayXG+P4yr7tiOnKB+77zvEykKlji10/PXO47WMv5+YnXy4WnI3w4LmAMT+cTaU+cTsvA0S3H84HcDSFEXPDcW+bw8ZliHNdt556gNMvzxydc8KxrIjfoztFs53Aw/OUvf8CZRtpEet5zpdpINY6Opv6UGzFGng4zz+fIh3OAmvlx2Xh927jcKqV6eo9SVjltiiOTD+MCpclvY5ykqXbwYq0VpnmmNSN57Mh4ck6pugzuYY7a0Fr/KU9NSY1+D69CbxrCOoYPp4k5Gt4u64hdUQaXsU5KwAGjuffDsRKj1F6t9feYn1rVuS7l1GgSeaivHs7yxzE+MHnvR+3zMEjKcmGG5cEMbmR0o2MH1PTYJqTq6sO7YcwYjpyR5Ld3ah88xlA4PSJURLjrPW7j19uAsuyDXB8Xm3gZg2m6zLCoVfQ9DqUpULZKWYpBRkmjSH5jPLdUuGyFW5GkvFs3+A4No603+dCsGWS/GRuP/B5i7yFYXbCHKeCH6TO3QiqdVGFtjWLsO4xorBkNs0Mx5wPuL3/441/TnihFrtcpenxwbFumlEaMQ0M+OpCt8RRjuOeM8Z6JxskK999qlcGlNEpq5G4xXk5eZzUNbbVzXdVZjo3jh2MGRqpiKWMq19tKG0Y10xqujYCzrgPfdvDGczwv5G1/D3Fb5kivCecBW5i9xdJk4nOOVCvNCGaal6MMT1bGRIfW94+ffuV+vWPolNqIYVGeUzHcS6U2gzEqS7qv6pBw1gwZ4SAlW6XbIQ2tXT3zwTLFiEEu9DZ6V3BqBbPjpe2tieTs0p/nwSvkwSUF56FrJS1F4XoYKK2wLIE2DJKfPj6zpcS6l7HpCTbDarPsxiu0sguqKLlwPh1xvnNf73Rj2PbMbd04Pz9TaqE1yLlTW+c4OdK+8fZ25zxPnI4HUqmcnw/0WrAd3m43qgmsubNMgY/HhXXfueVCKY1/+5dfuOxp8G873UW+vd0Ut+LUJdF64zzPBNM5HAKX+0paK1vRy7VtK94YPn8487Ir9+pf//wLt3WlZL0E67bSkJoL27jnTpgPFDy/v92Jy8ztdscFT8mVHy8XTqdlwAxwPC3qaG+VOEXerlfOpxP3TUNRtZZ/fPtBypWSCs8fnvBRfhUTwrgY4dPnEx+eDry+Xvj67cplM/z2ehf3kiGXTpgmJq9+88PsWA6WGC2X68aPt8yPSyYVVc/uuciY1mQupcvdrSh3hvFWj4gbw06vnWmaqa2S6k4uo9feiiOgMYICFQ/inID49ki7LQU/surmIJ7LYJknyyEI+i5Vk+9tK6QimW/0qLRLQzg5V8X5WDtEI5V9HzEpI0rknUsYv9ZGJleroyzq0b+hZEBdNuYhehCykksexHwdh7sSh9tDjjv0Wn14TvrY8HvrwvphSH07wQf9HI0ZkSiKVOndDpiNd5WYtV4tocN1D3KRN4RcdIZyDYlq6tiJZq9toLQKo/hr7GDikkVSgQ1srbFjuaZKGi702nTJxRD1d3fxZsFZohXk5xgXl1VOofhIbTZbhbdaubeKdUHIx7hAGo+yLm2K7nCY/tpQFSYGDvOkiACMCkMcg7FXX4V1jpf1yuu2krvBxYnDPHO73mhGqxlGeGqYJtK+sd02DNIz39YdbwJYsF6GF2dEzkzesEySdE5xVouWBd8aLct0dr9ncmvcdzWolQ65V6Y5qD0wWp5OgQ8fJqboOEyODx8iH06Bw2HCesN5kWeiDxy3o5yoOuIRQjhQ0y6HeG3QG3sxvG2V5gK1W1JXHwKtqR2Qxw2vicOM36ctekxFY3JSS9pIVU2KZYkhSEbtDNHP1FawFkKcJZ9zHiVHa/KrrSiaAFTM0xlJn1KpLFOgF3VuOxcUSpcrh8PEtu4jdsOx7UUZZ1aI0ocPMwq/EzF5uSaWRYbEf379TgwTaS+cnyKfPsyseyIuJ6bZsV9v2K7mQ28lA99yxc1HXi83Pj8vkDfmqAN3zwXPxiUVLvedKVi+PJ3JHWKMpPR48SrXVW18zSjD5+N8hF4xvXGMkSl43u430t44LjOzN3x/u+A9TLO+lj/+8RNff3/lw9MTh2nmx48f/PrrF+77jqPx4emZ+7qxpTJEA7vUNK3Tux0x6o9D2ZBKwswTzllud5Us+eA5PZ0pFN6ud96uG7U1np5nnj+eaBi+fn3h+8uV+27ZC0pUHR6CVuF0PBK9w5nKPEuo8vJ25+VlJzfPPRX2UukmgI0j402Tdc4Fa4UilKFyis6OJGgRy61WjvOBlJNiioLHGFWyOu9UwWoa0Tn8YND1HKsPxllB10sIgiC7Mqk+PC1Kxr7vpNpJVapFuvaTafKCxEdGVG6SusYYyLkorHSKA0obU37VswhmqIcGIW0lX3/4NdyQ9T7i1OvwbJmhlHqEIjoXFBFkVRH7iGcff0wHpflJkksJJtgOxCEoikUXtbMWa8L7VP5QWNrRSd4G+W6sE+rByBMbBkUPI0qlk1vVJmUcfux0pWmL8H5AZCiwMliVzHUjVatYC0Y9rczWjzItby2hN4IxhHGByJIgU2J0ggyDcyzesUSlgsTolURuVG1cWx9DbgUzcgw/PZ//+oB/Wk2cj0fJy4yIXeW/8B5Lboxl3xPeS4L2uje2ZgmTHiIbPPPxQDeduHhc9Drkgr7Ah72/ddhzY6uZQ4gsw6gYTRfnUBuzC8xeDtGHwqJixT+UEZPeCt1UQnRAHfHPBmojr4l5dIxHB70XyRL9wBmt4tg7lcPBE736v53ZiS4RA8zBsHjPnjvXXOg+jI4MhQuasRrSFaLoWsd4SypDQTI2nJIT8yQyfN1WYZ9xGjJAow7vnCTFdXq4Gbk7rUMrYxqySvF8FNRM3kHVFBSHCzWXneMyEZxj20WSXi+30ZFgRvSEXso95Z94t3NMS+Dl5cbT8xO3267RFXi5XLFhpjfLHC1fPgS+X++cppkv55nbeiXEQErK4dmTzKSH04HX205vlc/nhbzvLLOntEwumWO0lN2wbiv/83/8CWcd319eiEvgvlZy3vjjr5+x1uPnwLYXrlvmdV15W3e2qjym2hq9WHrR57rtO4fjAdsrphScM+p0xhKt57ev33SBt8y63oluIuXKum+c55n1nghRpVbbmsFaSgMfPETPZdt5fn7CR8/b5Y3eYZ5mlvOBy7pyu2de3zZ8tPz51yfOzwvXNfO3/37j9283ttwwNuKiZ903ZVahLTx4VRgs0bNuOy9vK9et05qjdMNeZCrteG2lwwT2gGMeUeXO6lBxg2DNueKCww1lYWvKXIqjdrp31SA4Y6hlDDBhHKpt/HquBO+YvFWY6L7RWyfOE/PiuL5tYAOlW3EumGHsgxAEFdcqX1Ot8kY86gv6Q3qbC7T+MwWjjmKsNshsoOTCo7RJcevDzzEun3FuK7jQmPG4u9HFXod0WPHrMsYN5VQdYYtN5VTee9zgkt4rcIe3AjsuLeNoveK8suce0UniPuuA23Txqf2PoQxrgxSXyRLnMN1JFdXVxNg775d3G4G2bvw8dZn3wWtp+8mtUbuj0qhGPhJtWGMQspataAtcRoK1MyiFIyVmD5+fIosD142y/axiWuq4zCXpNVjjcb88P/211EzOGe88p8ORfdugZXqvI29GTueStWRN1jBPIsRMhy0XrtvGwTsF32UR7HtOMKRngnC8TIlBBLILunBs7/SycToEeu/MU1DznUPaaizbthOiTEYPR2twjmg6rhvK3vDNY5riz3PKUIXXWaMLo7WiQqk4QXDEJfLxPPOXvzzzpz9O/Po58Oc/Hfm3//HMf/xff+SPf/7Av/xx4k9/+Mg/f9xxYabT2VPBNmViKXrHcFhmWpEEzlpL6sNcNUg2bw0xRJXt9JGb00T6z/OsGsmkovoieQoiFOWSf5i0rDWKxO6dyUWck7xv3/ZxieZ3NUVpioWYpol13TifFXyY9sw0LaQswv6wzDKQGU9OaRCFjXUrWBe4XO+U1vBxAeOIofHp+chv3944T54vB210a8rc1404TXx/uRK957YlXi435uB5WqIkobZh8KS087wsrGvi08cTxnb+13/+gy+fF3o13NbMH//wkeUw8X/+8Z3VwLY2nJ3Yy8YvXz6Sa9VwYi3XNfF2u4ORAqnkxrplpmnmcl0Bz2GZWfcV67227W4IXgf1vm2cjhNpXVVAhOHr9xesc1xuV8G8IfK23zmcF+LseXt7I5XEFEXUrymz74XgD8yT59//8pkPH2a+fr/w998upNRwLpBrZ913pSmHSdv2qAmNztB75rbeua6ZW250K/J9zUUG09rwXrl1vSlNtxRBMq2CD4HgHSUpO8mN1GpGOq4Zh1krZfAEj2n9EaNjmCd5v4xxis0ZyQrGGegV1wWHhRiYZ3lUcu5SXtZOyTrg5bMQl1ebTMqGRmmVEKYhw9WG0JsZJj8zzLztXdXUGDEgRlCPc3ZwFypVY8Bdj06Rn+CUoPA6xAiGR1qwGzBSf//vsXmI8xAkpvwtDSnvMSlGyIzR0oGPfgRAPv4eq58VikzXl/T4d9DlZO07FO0wIxxS9QrWqF1QC08fptXhhRnfmzV99HzIh+Lt4Fm6kgwqfVgJ3PvXVSkSSnQIY5jM43PFGQLg6NzWRMqd2mUE7oj/eGxd6aHC+tPHz39t41O2Rr3gFoheDP2Hp/M7zlh7o6Z9pEA63Ui9E0MgFeGHfzgtnLynJ3kZeu1QKiEYalUAoA0yQB3niUOwBFP5+Hyk20Kn6eVwKo9pKDW0WUhNkQOtNAIW1wymNfYkviDyyLHXNDgvqnx1wdFLxhhLLpXaPLVYLm8rqaho6X5L5GJZU+X1+5XbrfDj25U8fpD/+dsF7wIpZ3JXi1vKu4IPrR6IRzS6QRdIbw0rHR3LFKEp08e5CI9At7zTe2FN+yAJR/eAE3nVjT5okelBUAMKbZRCSav+8XTSnymJ03HGtM5eK36eSTUDncMy6/sfF2tpFWv1fczRYY3jer9zPi1s20qtgsPWXd9nytoez8fItq2cjpEvHw68Xq68XdV2+HQ+sJdGt54pBF4uK8YF5qB+i+AdcZlJuY+U1ob1Fh8jeVPU/q+fTvzj728cToE//fqR//X//E0xNrUQ/UzOmT/98Qv3+8qaG9taIHhi7JyPkb32sbU2mrV833bueyH4wLZnnIuUXCgpY72n98RxGqnG1mG8HaZXw+npzHKIeGNxPrLXnbjMzNPEel+ppXFYTtTeuN1X8t6hWo6L4y9/+kzJjf/67ZXLLdN0fpP2rB4X1BR5nBdqyYToRiig4dvbK5d9F0xl/EiZbRjnSYP3MNZhrdILtDEMr0FQRlnJeRhW0QFdyoBBNNF6pzSGkReiA66o5+Y4TwSviBBjPXZE+kwhUE1likYHsXNMUyR4w7ruUu/UxpqVyuCGrNU5j/eKIi+10qiUUt7h3d4hj+6g2rUxPjwXbsBBDzmvHbCaLg8d+g+Tsh2OdTu+xz7+l3wTRpO7UXWtRAG8w1jvcBYWnMIIFf6oyJE2/p0pSB2oRlC9j3Uk+9J1UXkf3yvBH6ZGDSV9aKLG5QMDitVG8vMilPrLIb73cemp67zpkm2qX+hd3S+6dLsIcTM44+YZiVx0RKg3HHtvQ948kI4uccI0Lu69Gy4Ftma458I1K02gYwSdNzU7uk9P81+tscxBno45ROYoHLL1rr7uPeO9p1sZrGqWQiJlGVpMlyRtLZ0nZ3iKZgSGaRCouQypqHiM1jqmdlqupOsmJ2vvpFRlrrOaVAwWt8xMp0BcHIfDwuwdwVkVyD8iCEZOTRwVjcYF4fy1q/vZGuzIcindECcZh1THadm3RMuW9Zq5vNx5+7Fxe9tZ753bXvntx51//Mi8vK683DO3rL7p3qUYkblHL7BF6boujg4GJxHB4wcepknTf8p467C9k6se/OB/doCEOGGN0j1z2nBe2UYprcQgAtSNA0Mv+TAojURN06V0m2LAtsI8BfasWPScypBM6oEqtUjOmzLTNDGPVbx1y/fXC25SDEVOhSU6puD5/fsbc3Rcrhs5N1ozBOeptvPfX39wv+88nw4Y79ibQi4bBu8sW268bhvRe1rpTPHAy7phTeP5eSFtiT03/uXPH/n624Xvrzf+9Q9fKAXu28bpqM/tx+ud8/HEuiV8cHx+mmnd8Z///J24LAqarI0P5yeO5xP3lKjAfUxWcZkw3g7vh2UrnX/+/gPvHPtWRsR8wbnAPVWq8WRTOJ2OlFTY90zaRQSn8Vw/Hxe+fH7iuDiu953f3964bZIZb1tmTwWVcGiy88HRUmIvCRN0qF23RKoO/ETpSEjQumS9teFi1BTZmp7jcUk8jHIKVB0wijP6u0dkxqPrm95HhIYIVmMkrXVWQ9gch4y2qaWw1krtVf0bpnKaR3ownfPpyL5v3EcLZ22dVKTMEuzTVBr3OMqse89j6r0SozgqSWxlytM0LwjLGKmaapOjnP4z6ZYxofemlsHef5LWKoGyiptXL7c8a4Mwf8TGP3Kh6pDii/wQkR6sIQxjnsqagjLFjBOcZvoYvtt7GKq1oz3UWlzw2DY+m0H0O4YHpOuytTwyseSzyEYITQSiNaPxUF3wduiM/VCQGSNzrSLXzTtvHKwSjb01TM4CKteKTsG4dXCcpXS2QU90Z2jG8m1N/H2tXPoQatRGGsKjlEaApRky549P8a+ud2iCXE7zGe/1laWkNE96Y5rj40cvjM4+VrZhjrGW3MGUxNF51too3cDoA9fk67BYtlsSwdSVWJr2Iuy8WzyCoMA/kC5cK7SU6LXhY8R7g48dFx0uOJbjhA+QSyaGQCmV1OR6nudZN+qe2JNSMJuR3LfUyhyiDHezpKePCtEYHNNxofXG5Vr4ehXp/bZl7ml0xbtpuNzNgA/GZmBEfKUq1Ypxcvq64PEuqJQqJ7oRJmmcx9lAtT+7DoJXDtA7IQd4bwlD562eBDmNNXECrXFaPOd55u1yJ8bANP1UhpRaRyGUkZotBjBybE9hJqXEsgT2lGnNcN8Lqer7VBxL59OHI99fX4nTgSVOCmeM6lDBdt5uG8FFTscZ52Va2nPBu0grmThF9pyJIZK2nWWK3NbEbU18OgU+fXrin9/u/PrxzLzM/Pb1jcN54tOHJ76/vpELfDgfeXu74p3lMEVJip/O7Bl+f7lwOhwx0dGMZbaWT+eFv//+jY5W8Lc1McfIr5+O3LeN19vOVuDD85GPH59oxnPfE34KOB/57eVGcYE02vMsndtd8TdlqH1673z59MSnT2dMb/x4u/PtcgPr8DGSSuZyv2Pag6TVBOqNVEJhCtTS2VNjy21Eq6uW2TgNWLVVfJyoRe9NHVlGDwinDVVSawrrrL0PyavXpmWE/fduhmJIw4p3Gj6U46RhME5KfkhFh2baN3mOAgMuEc91OEaOk2O97eSqVNl1yzjv6Vic8yLkg8E7cRdtKJesk5zYI36z1KKE3UEIC1KTC9oimXop+YFOyfjYHu5w8Ti57KLtnAMnCOl5CXz+fNQ0axo1dwxu+DPGRdKFsjgr1ekDLvLWcowTbUjjjVFRU2NUNpim4ix4hz0ZW4J1buTiqQPJWP5/Nb/GjIwxpywtNy4Rxh12dI7n6LBGaI4dHh9oY/PpdNvZaqWNvKvxshO9ssSCg+DagMHCUGMZTJGoRxueTIK3lLk1w2tRhW1BZ0ehk5pgbcyjuVD/lj8dTvTahiLDMk0iuhU0JvWPc+oob61ymKMCAFPSLds7p9PCnhRN8WYd33LDFZjRzelNJNeEd8r8MRhMA1tHtsq71Ffpm2GQfo5KTzu9BLa1cN83ar/hfefjp4n7LesAXAKn0wlbYb3teOM5eK1+PSWc7SNHyrHuCT+yclyz7KVqOq8Z05pCE7twxh9vr1QctctV/nQ8sDdLNoWGGeSYcrqsl5KpNqXzrqmCcdS6Y7oujt51iPcmDHqeZ/Z9laSvdFoZF1AfF8NI6rROYoZuJNPrxsJYW52fSSWxzPLmdJMpRWu1cw98WPg1SILpjBQdOWdq16W6kzBWB8q6b1gX2FKidU2sORfOp2kcfh4fApfrlfPxwD9//8bT6Yjxnm/f3vB4Pnx85rcfV3prnM9n+ojaliO2cwiO0hzTYeL36zcs8B9/+YV/vNx5u9749z8/8e3HC1vJ/Oufv/D19Y3WG1OM5CahxRwmtpzpTjDH6/3KHOXsvuVNXR2HA3/77fvAhKV+mY8TPga+fn/DmQCE9xY36+HrP3/g7MTnT8/8599+I1vPnnaWSW7l6+1OJ5D2Rt4zp8Xz5ZePuGj53//9T1IWX9Wto1TLel/ZUsYYXfTOO2YvOBR0SIJl2zMdzxRn9izfRWmVkncsP9vuci00RCJr6pZp1TuHc179MSOfSQjJkL5iCEYGYYWDqqsiDyNd60Ms6uTuH6pYckl6P50juKANoVS8MUzecrleue+Z0iwVix2GQWs7vScdWEZGP2+VQF2RRNWGRSIRHoVRZkz0jxgSaFn+LeudlJOt4J3lfAws0wjpbI+v32CMZM2lSbr8+ePCtt9pOUndNlvum4yW7xCYNfJd6Cc25MwN7Dg4u0qwsILOVOwExnjUHlqIPtJ6ofHzYqeoxydXQdrddlozQwo7oOrWqM4JrmKU140LyrTKbKA6tH0adBN1NwREZoiXnPLMRl1DKRnz6JAwSuytrStGCvA0ggvj52VZh9KwYZkOM/t9HWVUldqtOkW6uDBFyFQm73AfT4e/KgpA07IbprqGwXk3oJkgO3swnI8naq7c143eDdF7Sk60JmL2umdaayzBSvGDG4oP3dC1VJqz0jgb/VrOmTjP3EYXQh7hcrUUDmHSB7Bt9NqlNDKGnjL7LWON0+Vy2bi/bdj2MPlUJq8p1xm9aK12wmhoy3uSozZlgrGk2862j26P2iils+fGnuDHWvlxz6QK326J3MbEVLJScLsSiB9tgLk0Gj+VINSHsUlKCjeMgb3pz2xbep9KW6vvVZwuOMkDu6AIaxUV3Y0C1ZRjJnWENZoM3UgAKMMA0HrDeSWv5lTffQIP1Y41cFgO5D0xzw7rLJfrHecD296GmbRjjeP5eSHvido0CVmkALquO58/PfN6u/C2J4yd2HJ5l/0douDR03mm5I3T8cD1dmWe1TS375k/fToSY+f//j+/cZwn/u3XE99eN35cdqbouN6VcHp6PvD99UIME7YLNryvGx/OB0pJwp6zCD4zVEYvbyufn85sxbA3eFoiaduY54l5CtxuN4yTtv/ttuL9xDQfaK3z/fXK4XiklcLpMLNvO70b7lsaPTGFf//3X9ly4e+//WDPnWU5YlAopDGBe24YF5niTO+N2Rti8IPn0oGiyBvBBLlW6pBNtqIEa+fckJX39wyzRxpth6EisgNGGcNYN4NT04E2dLzafLzDGjs2kJHI6nUOBP+AcXT6PJRG3nn5YCxYDDHOmOa4b5nclPxbuprrTAdjG9aJdJ2naTw7jEw1udz7yJBqtRFG3wfdYP3wNtUi7iuq5fDD6cDno+PLh4nDbLG6fWit4z3MhyCVFPo65gCzt9xuiVolTFmiAhIHa6E4FKfu8pzqu/zXWRHhLsi17kcdBb3j/VBvDUd7a9qeepNIgSGxf0CLIt4VGe//P54b91BmDWjRIRJXW23mNE0D3tJnvUwRJ+mZIHDsgNYsplYeZ7kbF3ZvMFlPG9xMdE7vhXW6jKzqa7GGOEnsZHobO+BDRODJtY/64HHJ0zDB40stg2JxmkatCmZqE0lWUmM5Sxec0439fqfkbg5ToQAAIABJREFUivcTBsueV8n7qqVRcTZQrGdvHZsbuQ8ZXZPm2ZoHdwLOB3oBbwOvl40MeNNxNLwxSvFtmSWAqj1hCo44R/Zt5byAi4HrqibByXmcNUxBW9R2vSrJd5caJKedeVIH+nVPzKcjrWd+/3qhd0i14mLCUNizOglyN3y77GAjr1tiHR0hvasxudSKqEnBdb3bEd+svnNrPNY2+ricexPRbazBhcCeCj7qEvbOYj1QKzFokmwPS701OCuT4AODrbVS6y4c3MeReqfOkNY7LkaCgz1vlGYxeHp9RKBI1RGcYfKBRMIZz+2203HkIgglBMu6bhyPR3pvrPtOb4aaO/Os9OHD4UAHLlflmtngsB2mqE6Hh7N3OUTSqrTkEDzPH458+3Fn8oHzPPNf/7hA7Xz6dCLvhvtaOR4OzPPMj9crcfKD8nLc1o3jxxMWw2GauLy+8PHDE/d74fu+cTrOmuCNzJo+RPr9qs7ppgjxbiy/X+5UGzAdcnWkapmnwFrUI29DIO+ZOcpLsK1Ziqeq8rMvHz9zue/8/bdvWDthrCXthVJk9vO2czpMGNNVUeoirSTWfQPnuaWMs9NwemdKVqR7t04lTjh0GjvCFEhpfyhjxyVi3w824f91TMiO1vI4XASP0JV4MPv4vm1756BlNJdarNdzltLGPAV6SeTWiQP+6PR374i1Uq+VapWOXO27AKa2ho8Bi6odGIZMOyZm8dficKxTvtSjW+ThLQkhEK3h1+cD58VhuiFOBlscncrX141SLGsqWBeHKskxHQMvbyved/705YgtlVcjDrd1fd+nxZNuWVsBGljp5j3WvFJxxjGFwGQs0+xIpWlLNMqya3Rsr5TBQ3UMxlt6K4KTBuxTkWNfG6B4zp/1vupJEprgMK3QalGPT3BkDNF2wOG7xVRd3q0NY2MITHbQCkFcXfSRaOowGmsA8QaqH4MGukhjsGx5Z68VnOcRlthbxRslHNdxQdnxfElowvvm5Ju1CnjDYm0n10bJ69D/dw6LZ4qGy2XFWkn1Hi7qZT6S6ghu64bZK6qgtza021qHa1f6ZGmVVgvBBJSaipRKFtVq+gBUWnVkY9mt47YX7JpVOt87zST2nHDWMIdAGaVhUjlV7usd0yVhlExNlZ/fX+8cF4XW3XLnbcswQ2uWLevWj86zbkkx7tZTimFNhVwNt62yVbAuSE8+8MAwT5iim9o5FTwZqw9BGKOjjj6AOMj+PkLXah1Y9rhQayk4a4W9Gzsa1Ro2OJV05R0fPCWLx5jmiZx2SVGdw7lAcJ5tv49+CE9ru0ppcn+HMgxNKhKrEqLL9YId+vBclWpaCsrrGVO+c451k8jBhEbJIjlPxxm3wu1yp1aDd5JgRgfROibnZZD0cvTaDrlKIpqzzGY17Rgaraub3dTK//77K9d7YvIBcqOVilmC8tGa4ePzgnMKYSy54ZfIFCf+/vWVJQQ+nY/sW+aeMs07/vZ2E77uDC/7zh8+PnO53Xi5j2hyYzkay/l84Mdto9ooCHTkKQUfSSkJLmqNwyHy4Wnh7Xbjdk/EuJBSY9s2gvMclwOYyqfPz9i2gXf8/v1KL7DuIw+qOzCTUgicI90VCmq7JupW60+otMlXM8wQQlcGFr1tG72rsMh7h7Xa6luXIoecMcGD1UXeGS16TiS6er2l2grBk1CvuRlFRN7J27XerkQ7lFFeB/11vYP1eO/Z0ghB9O7nRWYM1mozdsbQTXtw/pK2Dq+IvpeubLPa+HCc+ZfPE9HNeBw578PrU6kDIWhNce3ORzVi1spkYD7OBC+39TlYvl9u9CFFTsNjYrriE3GSDdemiHfnHIZKy5bjQUkVNWdsVLJ3KUWwldek3nodoNdDOSy16SN3y/mgmMb+UFyJ0JYtRWW+lf7ep2LQWXl8+szt7cKaK0dvcK2pRtYMx7zTFpXKjgtuLAHSWnmj88BrptWGYaRYLQ2C1fmbq3KxFFcluKTUQsuZXps8fHVstD4Ifn/3pQyU5MvHj3+tufEICVNKvpWCqlcmp4egtKps/fFSOefpVhLPEIZL0lgwloODLwFA0q8peCydlBXfPY1VVauth6E1D8FjgdaUIZVqITXdzNYZgpcL+oHVtQo4Q6pi1JzVjbuXTjWqTb1vmWsqFOfUnlf1/21N6oWcG+oxaETv2XKltCq5YIzUbnldM7eKpjT7c42rAzsVEeYozaq50A1MdaRdChoMGBtG54ZW9pJH7EKtQ5FUxstXxEkZS2taF33wWB8UA95gChOtVKZ5xpg2DjmVxjyKYgRdAMaRsqEMLbzWY0Z+mBrKvBd5vqciXqfU9+gS5xzn40zZNgDmJZJTJaXM5XqhNdhLpXQrqCO49/TP6Bz3+515iuSchoy6cToduK+Jy3Xj03nh8/PC7y9X1lT485cP7EU1sefjzJqVCj3FSMkiws+z5xAj9y1RB+P6/eVC7UoV7QPKWbfENRV88Jha6FYyxJIqh+j4yy/PHGPgtq6cDsKVL+vONMs7Q4fT8aDta92xpvP84YRz4jZu98xymEmlcrmueGuJwXI6R5bZUsvGy9sbL9ed2w6lSo2jYHJNkinl0WWj76O2x6EuNKDX8m42c8aCC+9ErGAoqZXkizDaULtwaowyux5BgCH6MdiYAZ8IesnDJDYFBZkepknJriXjgnw+tRfiA+52jtfLnT1VfJB/a8+J+RDH1+Tepb/zMmtgqW1wKn0cSqpMpQue671znCNPp4U/f5n5jz8dOQTPtx9vrCnTkcJxSzuv1501dayfqKXgvXrYTYMw+nuiE8SV8xj8Bsk8W4tBw22cpwEjDkmvlW/t6fSs57UWGiiryzhF1TQN2n30fcwx6tPsku2GEOTVGOGPj23BGPsu4e1jY+nmZxqwGwowUQaOlArRGZ5jYLYyTQv2HAovYzhMsyCuAWk6p8tbmXyykznvBasBmE4MHro8YltRiGW08qBYDLkW6uNKtJZmDFsu78q/Djy63X2r5T0npw0JqQNiDLS9kfYda8TU51yGAkguxtoahxhxrZF6BdNgWOh3Y3jrjUOHjxZ5GqzXTdartM+1U6qnPuINqMMDoT5f77WWHqKl5yTOoRuuW8VNloOzsClobO+GtCZqMZTccUVTFliac6SH52HPdNuIcWLNFWp/5w3W9cYyHYhFH949bbgQOZ2e+PFyHQ+5pjjjtCGUlIlTwDjHnts7Dh28HhzG2m6Nezw6IiWNw3lHq0kEb9bh0NsIXDQyG1rbh1nsETwXqLkLry1Vh7X3ONs5LJZaE+XRu4Ic7Lk2alPxTh6Kldab/q5uSKWCyZqeSqEQSElhewpitILCWsLP07sWvRtHap6S7XuUtfT2nloSe8lMx4CPgVIbJT3SXzVhv90S1kRCnPn71yu5Oc7nIyZ4vr/dSEVKtlQ6PsahFHLktuLMgZwSrUNJhaO3TMeF+31T2RbKtKpNEEEwle4tl5zIrfDlNLFEz/XyQkqdZVm4rfKLdGu5vF3oxjJNkUrncrkSveXp+UCticvtjjGew3Jk3xLrljgeDkTfOD9PzHPg9ceV23WndrnYnQvsJRG9hdZZ97viafqI9O6QU8aHqIy2sRnYcekZG4YQwWJa+wm/1DouCGQCfEyy1ij7TJInOjKQmd4puY5uh0yrlRAWvLPQE5aHokvKSGpDoi1l10YfuV021r1gwiSRzbrhXZBZtmhSbwoykwFvpC/vudJx7xXCphcm2zmEzvk4c15kpPzyaWbbdr792IchrsDYarZsqN0zz1IHOtM4LlKn1VwUZNi09V7uO6BO8W7kzq69S95qLFtO2G4JGNqQyNacqA5tgG3Eq9RKymkkVSpNOlhHbkV+tCGHZlwYjMw9GIVV7adcWqVYduSnKOevj+HcIX9dSoJbS+u8rjuHp4WTm7lvmy7xAYPZWqhI0HAvDUzA+g72p9/LDoOhaC1x09E6XrZKd158W1XYrJoVhZrkLG4EY/W+j3fc2aFSMwY/Basf3AjiMr0TJ62kpWRycxQUPfKIQnaT5542Wq7jRhQpW0f51Ibltz1TQ6A3x7x3SisY22kpYXtlDh4/yBlj5FBvDy2zHTBLzvjgmKyle8fWEnur4CdyR0Y5Y8nGsFZFaHRrsKELn3SOlLQ5pVKJwdAHGRma5ITRw+KA5jgdTrytggOOxyP5dpNCpLWhuDDv/+VSyFrHyLkofKcPcnu4eR9680f5kyImhgnMCNpTxo602SFEajW0ou/bWujWjgsDQtRautcdmlc0OgVnFAdRin6fHaYl7+x71ATWYDxEphG/LeWOM1rrjVFM854SzT1SREX2hWjY0q5JyejvVOJppxetyHl0XHuvqZYq5YwqMSXzrkXbzzLNpKSWtxAlT9xyE7eVNy7rho3ijmywTCMCPoTIWjJziIQYuK831j0xR8dhnrnsibecOBpLK51UCrctcz4dCL5zG1WdtRsFPV5WCmbkqnVZrULkum601jmdj6SSuI3umU+fn7hfryIj44R3kft95b6uHA5Hnk4zywxvtyu//3ah90BpCr0zTqbQVhqXbaM0vZzWeWqVl8r6iDfDvVybhixr6VbGwJwz3lisabimbaW3orQcRm4bBusgWIk0at2Zp+n/perNtiQ3smTLfXQAYObuwSCZU9XqD+jP5Nf2cG9VcohwMwA6nH6QA4vqp1yZSUa4mwGqZxDZwphNrLZSxVy6VI8UalW3/3a7M9qgJe1+5hFepSTL28sMN1VYbsuNYYXP5654aofZh0Y+KWPeWUpmyYndTLA/EzanVBUxyQ/+9csHt9T58rbx+f3BWjce3w++7Qe/Pw/aMLGdQjFklqnlBy4kmUHvvC0re1dnTNE+xsK138/GMftrZFMG3JeVatpgTkuvqNacC8USJ/JbjPMML9dgXTda68zssYA3jnH+WJKPTnaopiQ/7VdCzhZnKH5BIA1naqSWZfDLpBjzSQnaprOTFddQ5KPKVzTtmNRMmJoHo026O1tWPv2yZH7/9hnesMoYEraMRWuG4U4qhfMM/NOF9Lcfpkl3gScXE3qmpMKWdVaTE/nr++23eTTNKsOBW8oi16ySLeR7shRuV0lMh8+QjikWlpjB5ZriYFQl6mfjpyptdcnx4fVB94GnYNC4DHi1FOqyBLAMasmBvoCzTfYYRUiooDZsLdKS91OejuOUxC9Fmzhm4oyl81pv7G1wuvO2CsRmPnlfK6M3RuscfZLWFcuy6+cq5tNf565DfYpI2YbMczlaYUOBSo6WiLiFWSqTrWrhtWyxbB+YBU8nF5FiAzAnrbc+Up/oUgXKdiNvK5YcC9Jvzol1qYw5udXCYpOc9EXPOVkCbz+mRAz4pKbMUheSQUkwe7v0FvQ5OeYkBdJ/jkFZclQvHgRktcipFJ7HidlFIdaLsgZfJ5kiAI62k0LR99nVbb1v6nDcCtWct1vhGGJ2nb1z25QZX3JhWevL8QtwnE++fLzhQy/L74/Gx5b5fijPvtQqJPWYfO6dx975ct84jwePoE6XvDDIGmEenTZhWTfysvD5fFKqOkrLIhQng//4z79jJp/GpWI7+uDb8+Tt7cZ//utXnM6379/49u1gzMyzTayuosyepyCaPhhUxca6sP5r2V6mNoaMdMOdXOUyv0ipxOggk2J34C9vwRxd6qBA/Jh5vPDxZ7iejVoiB2N6qI3Umd7XTPJJO7rEI2d7jW8wZ86GzcGSi36XkVgWdRtnd3kukos5p82EZNclwxjs7ZTSzIMJNZ0lTf71y52/fxRuRSDJx/OkzcS3x0EbGnftZ6cPJWrWpHTNK4iqxKV2q5lbckpy9jmDHG6kKZ/L8M45T6GUuKT6FhefkwOzNEnkRTj7nDXeHSiCVs+hiuaC3p8+g+2VqopslynwMiReJsdcsqi38wcoMoUr3tGutPAjk8TDIH6pqrZqlIJk3ZHBM93JxVm2wjTlwejc9uDuOQPlzK+Rbd+l08bzFQAmRWxapAokOltyeo1HJ1P3A5rWrDnpGcxO/vvXj9/+JzI5J8n7Pj6+UMrCfjxZl1Vjgd6oKVFTYSmrUqnmxDyAh7pu9BAvlefzyVYT/3xbST6oyVkLvK8LH9saOxZl+5YMOSkHQIeFXpjhzj7kws0lgXZWnNOpSHFFdkaX03tc4LWUOWYsqEz455zlHj3Pk18/3pl9oObLyaWK07OugMW4boQO2jhdh3B3f5FTnUQp0RoP1JZyGbiQIatUBRb1WMQx2Y8dRz6R6RoJKBsg5H8zwHCmUaGkjqYqpTWWUvFUyQFp9KkEsmyTaYOza9RjRWE+7llz9/CQ9NZDqhk5zibJcetDuyXTkmwpNRy+2l+8b5vGG6iA2E8xoObU3Ndd+5JJY8be5jwObttK751zDrZl5b7pon8+DkE9kW/hj+9PlvVGSQqwsZy5bSuPz09yrq9d2Ha7cTx2HufBcOOfP33QpzOPxhmgOCg89s56W+m9sdZF0mJXeJj75GyN7srnxpLGdaFq2rY1OoaTf/zjZx7PT/7913eRmNugDXU4H293/v7Lz3w+P/n3v/9iP0650skczTnbKcCnqxJ67hppWdZBnpiczyOwGjM2I1FnOP/DGyH/lHDg4//XFUh9pX9Wnic9k9OvUJsfaXoez6Zp2sIcnYxzX6JjCaimz8imsTDXTf1sLtUsR5N7ufnESqXHKBiXIjIn7QVKilEQ2okZ2r/cK/y0Gm9psiZnP06O7uyRtbO3FjsiqHVjjMHbVsk+Fb2K9gG5JLZl4b7JsJiL0XFu6xoWg/66aFOy4NUVakmvLiBl0RVGvN+OOpGzSSyk3zgKs/BnWbDFUqnCyZgOfyHo9f3psywaVfceOwgi2sJe5k0gCroUu5Mw7GVJmttoFHPe35RV/ziOKI4HmHNbqvJTpkQXpSRui8CcOjo8xqCTxzloc0aM7o/vuUX+Sv4fCjNcF2APLJPFz5QxGSRLptS68Jw7rTVWy1gqbLc7CdifO/e8UGaKgBctfIrYyczWud/fmUMARcs6KGtNcnP6RcYcJJxqhdFODhyWzByJbgI2FksMz+RACJ9NUMBbVeDU6CJn1lArMDq2bBxno41GygsDLXyGiWf0eD65byt9P1nXhTmdx/4kmekFcPjyduOxN/ZzQlR27tptbG8bfz2fkhWMiVlFGr8JgUeYcwgu9wKf6UUuKQ5Tn5yjYTlTqgyRJDi7wpNsBkSNyfM8WJdVPCagRj46yejnSZ6Tta76YiXDCZqpVBLtlMckZ4EbPUYVmHLgla8yIps+YkefjfW2avSVSijdlBONaTezmJbjfUaWfZvsx0nNlZLl87FqKiKCCZRN3U1KekhHk1zutlYtVGdnqfCvX++0h5bppKKfW/VZHFgjRhGT8xj89NMb/ZS09HPvgeAREXnbVtKczFT49x/fSTlRa2G0xnNAG+DYa4zYp5ILncnvf/1BTpX3Lx8hKOngg19+fidl+Pw8KLnyeDyp20Y7dj7ulS9vC//97//m+3MXentKcNLmk5zWiHA9mbNTa2RiJwkeRnNGO8m1UHMcAp5gJtZSOHtj+BQAcn/iruxqRQF4+GyK/Ecx8liq5PgzChCiQHpdOLEDcWA2hXAti4yUw41pWSTrkKaWVKIoUib6ee6S2K6rXgO/1IOqumtZoe9Y0BRSioAmEscpkc5WM7+8Farrwmqe2ftJmydtKCtjKwttHHLVz8F91b83HUaa3HKhu9EmPPYnrWVSZJVM15jtaEe49pVFk3OlJwHJBG1c9GzOyWinVIs5ovL6oOSKlYx7Z38+4uLV+MZ9cMbyPlmVgdAj0cP9VQQoxkE3RDa9fzOW/SoS/NVNtaGCNmd1kmN2iXamvtd+nCQmb2WhmNHTFZA1yTbZktMReid5J83MbalYEjkgp8znPhgm2bB5EI8tifXGFXxl8ooUGW9lSg16wIS8hIDIEvlvv/702wiiZw7NfGtdlM2SZRZzQQ4tXZ2KbjPLhTmNPiZHazjOulQleI1GLQtrKtwYGrWMLv4KxuM4sKwxR0fGxeeYnMA0VR5u6fWDehdCfiQ5LZdl4RmVuuPss/AcTgOFrIxGnQpf8hiPmSGAXM0vqmcqi+J0mzMsKXVuitPlKfEccAzh41OpcfAoI7hkjWYG2jG0Lmfo/e2NPvVALesqvX6SKbOUzG274TMgc1Vekgu9PVwzTcjyffhF/FVmRGse6qj+0mzPOV7I7mSiFecCvZ+kwES0rrIzoT9rXRJzGOepzq2URfPpcaW8aXdTLEJoTLkjPaJ0fRjrur4OqIt0OmfnihfNoUK5rStt72xb5T/+/hN77BiWmtnWhW+PE0xo8vtWmUOBSLXoBHwegzHkK6lFL/cxnP0QH+nLsnBfCt8eDzyHyW9IYXYFEB3niMwM/W65FH0O68p+qtr98uVDGdOjCUp5X/jpy53f/9p5PiftFJzw2Q62beHn9zufj+98+9xVzXnibM70goW3AROOJBeNAyw61Gt+T1aSXsDfmG4kisa8Y0AyjudTOxLTCFjKPo2VexhTpw9K7MsvxFCOy9ssy61szoXzO3rjvmyKYk1wdCXRXWqgYUKDZySXt6JCwZMw7cfRVIxYCeEHrwMoeWKOwe3tDmlyHDvbcqcuK/jg57cN+lNL+6yMkKO7UjGn5u9zSG47x6RY4u9ff6KmzPfHkzadx955HsoQ6UPd/jkkYsFlzGw9OGEx2iuhzhqjAzpQ59Q+MOdMylUThtFfYEL3iRsqYofUmRQlAKbJi3lVqs6NbEkgw7gw0tS+6sr8IKljvKCZoCJUcv+gF+MBg3QMnTWJzJvBr28LS0l6N2zwddvifJECa82ZJSVqUrGyLkXxCb0pnTJiMPocuixMatHrkSxhMyDwPFy70NDnXl3v8MmWCvnXX3/+bZyNNWt2J2JlkS2/R3RlztRobZSzXePCiFFDqBfMJh/vd7W7pqXRmjNfl4SPpkVuypw+mEkKqTam6K3RptfQwSdgyYVH66wJ3m+ZXEz7kpx5no05E56gk/jzIY9Ec8WbZkv8/e0O0TpjcSCWylqNNAY2JelNRaE802DvB4yuvGFXFO6cqsonQjP3oZ99zA4xujNLzK6LwtESI6dMD8bXl4933LsO4mVTngFgAWL0IWyMBXlXPpxEXQScCzl2LNPj73SjN138b293zbmzln3yMMiLc3ZnP1oEVsnJ//ax8WwHDAtyaMh7sfAD1MBGDC1tM5SaOM/9Bddb6sJ0PXxzKnUxJWMyfoxLpugB5zn4+HKTq/xzZz9HqHcan5+KIM5lsm0rz+Okz8GXm3LB96MzhvP2nhlnw1Plr28P3PQ53It8D+eYfJ4nz2NiIXV9AfXGiHm2uEO1ZFKRZHHfRTSoOfP1tqrDpvO3X77yPJ788f3xuoDPdrLdb/zy9Wee3z45zs5+qrgQkDpT100HbTjxSxECxFKm9aHRWCjKZgcfmuPrO1C1eiFrLCnqFHOKKRjMX6+0Fv9zaO9Xa8btx1hEjmgZdUtRwbKUHCM2Z5wn27qQS1IyZVJeTZpE0qHOg5oT57xiohV1jRv3+50esuyc4L4tmPd4X/R+9H6IfNyd//zbL6wJjucn61Je79HzuTMtMdGoNfngPJ5s68LXjzv328Yff/7J5+dTfpUhEKClhCUVAtNDjRaZHX0o1ni73V4ejJIzNVRFNWem9xhDLbgbx3lGZK269t47Y3Z5U7q/9ifd1bXUlF7n3GWyy67D34Zm7ea8nr9rhqUpjt6PaxfS+4hLJcWLLkXjmC5F4ZxMJmvSn70l7XnfUpFfDLjVzJJlE/yyrfTR6RPeSuHcT/YGR7sgkoLJXuPNYcHWmh4Xir92o1c7NV1w0jnUwWVXIo12Gpaw2Xlbb7QxqFn48DEaS1KIyVpu7F2V+RiT7oOal7hFjWWp7M/vmNuLFjl8YlThzZOWzhOntcFIk61qHvnl7fZqk/Z9Dy33JJlzjMkb+tLHhJIyZ4bPQwiQ3p20LNxqpnRnW98CJ6JXzaMKVZjTzpbh633l29H5/vmNn3/+SYd0SBe3WqhLZp6de9KHuacJI2oDU3ysWxLwMKm6I0ZP9BaLzMzpohJjzttt4zgas2ufIwFWIsdY6gq6wQQ8K8l/RHamhE8dNGma8qiptK5F2Xnosm/tFKMm1GatD+VDlIy9YjcbPjrteOBDP5tbiawSLYh7GxIHmLP3k/uycqEz8lJIAg1h1zy+SYk1e8PTwErl2dRxna1plIHz+5/fwKTOesuZx+PknB268+v9XS73CWtJvG0rf3x7MtHP0VtjNs2p91PBRtuy8K2HxwATBLHcuAiuMDnGYD87ZMmW10DJ7Oeu3VqMae6b8XZf+Pz3d97fPvjrrwd/fv9Gx1huC8/nTlort7rw+79/5zxPaqmsa6GZ5t9bXZmAjRmHipLzLox5yhmbwn/3U85rT8Z+6HnC4GinoHu9x3cuuus5FPJEVLPXzgNXIBxMZhhZVYkTC1E9Q7WWUAAK0nmpATGnLCttxCWpeabMwARosDVGh7Jk2nHK93Q23KfialeNq3wCWV2DIBmZlOHXn26cxx8BB618fyqHZOwPvn79KZ7zKX7X7Pzr15/AnMd+8vlU1MGyLC+56XF0hhndI80TA8svP8xFAJ5zaP9oJnFKHJKiNajjaw0JBlzm34JFvEL4HbKKADf5zC4neLcfAMUxOslk4jQ8ZNNCHP0wg+p7SKWwbhv9PDhP5dXriJYaNhV1rWo0k5bvGH+czmbOv7aCSzNBm03/bDZq1k7USMyzsTD59q3xMzIB99GVvJp0cfSud7xPbS19KrHw2pHluGzxxExJSj4EyF9N0Nj8n7/+8tt5nnJY5sT29ibOvDtryaQJ97oyzfg8DppPnn3wbC00/fqgEqpS55zMKZ17wvhy3/hwmKXy2Q6KFgdstXDbcqQPxvIu2uS6LkJHa0kjM2HQPzuZRxucPhnJIhuYz2LGAAAgAElEQVRBLWTywU/vH5EJPdhqDS6U68Oy9HoIzcUbKksG0+gkT2U9MyfH8xFOTuOzdT6H8zmdWbRsIyVSURgOLtc2ge3IOSI2mdQ1TF8YrQ18OCUv1Bqjk3mlfOmC8KlFVc2ZOVrMXAdLkSO3RBti2ZkDRqigthzqDcCCNaYdVJbCeBqWKm001iItem9DVGK3l0R7jCFJq6VIV5NGfFkrMEOsoNmzX36BGZGnpBABODVVxkzUstDbgZmUIa13RtforxR1khZgv1tQfc9zSBWUEv/+9lQOwYy9UxFy4fuzsS6V+3bjOA+mKx7W0bNwZSeokpzMlGlTf+99q9icPM7G8My2KGL5vlZ6b9cam7++fad1Y3plxCX25eNLhG4pGiDFMnxvHXd9Vr11Hdb+wyh6fR/ioQl8OGN0qZwLoX1yKRiqfMfUEjyZqmo37Xo8Yu3MXjL9l4HMsJDollcY25xT7xmSyCvEe/Lx8cZoB98/pXjKWdLxs/f42e1FdNCkobzeI2F7ZD7OKLVzWRT4NIdq1zmV010sccvGc//kOE9xlYIgrURAaPvJkjVqe7tVahze//vPB+RVF/B0PveDz3MwPJOSuieJDxTEtBQLArAOdX0mGse1KcoxMXKdnvApr0V3yYJTzrSjQfi2RmzEUyzHNcfwlwjhwt+nKKpTCHVaeHQsZKSDMA+aZBKjnZS45I0wFE6NnbSAh0nSM58SeAcmW1JBMmbXIjtnvp2N50ickfbYeqfi/LxttDbZauKzq9P57MYM06DHiLDW+qJgTGI9YSq+p5vMzNeC37VP2UqRWfHty42jqxI9R+fbn3/yvm3BmNr1F1niWz94Ntn4Sykxz4wLqnVqjiwMSgQVwW3d8NZZ1kzOzsiJfAWvJCmm6qKX5mhRgbnLCJUTBD33cR5AZSBn89FULayLvqycBRk010wVa9w2XRRXB3aNWHJKHO4cEz7e3jhm49v3T86jYalwHMKuL28ffH5+8t/Pzl/dKdsblZPn6EKyT5FSDcn9UlYqWWuCM4KUDWk46/ImeXDIe6cH1AxYsiSrRz8ZBh4zzxn+khoqj9aHRovrwnP/xrnv5HzXo+zg5ozehCGZifPYNc7yS2mSYh4uB7BMkZVSF87ZOQM57QbrsirbY4zo3Er89wNckmpHkuMxE0kSo1cuN+TArYA3qcLu24+sBobUa+2U+uq579yqxghzwhzKJfj9+4NURN9tR8NbZilyPE+L5eeQnt1scp6nDhUr8Ts22jkZ0yjrwmyd26a9nhzxSbkri2FufD466yop++fnJ+7GuhQebXLsg1++fuCzc3rjaFDKprycoYjjpd5IuSBUiFRQZvJJSdnXQoWzBNgvk9cKQ2osqfkkypBCMHwPKaJWA/09CRJE72TU+edS6FOeHOW4Q28DPLFu6/+QWs/wjjjmndYOycmtsO8RamXlRVPYloKPg0taNF0VqGIKMmlABbYoeCYacxgIiDhnUBk0pVCsgfE8du7rRu+T78fOvWZu20bvJ60N2inFUPdK75dHbFK2lfw4yXWlB0LIkqS6a05x2WnHcB4t7ACF53mILqEsWGYbQWUQAiZnZZIIN28vJVb3QXZBLkMho3F9lukWV1759b/PSwbvyKpAFABmr4V5CeXc8zheLv5putzHdGzOuBI96NwqjIbB54S+n/xcjK9l4c/nznDDQ3bbXV0GLeOfZ4xAJ89DcRTyYskYmrMW5nMO3taF5s4xJRMXkl4XWp/oLKoqKJMDPmAa+V+//vzbX58PLX9czlsz57a9KRcimap9EFLZCsuygV+ZxsoFkZ0eqZTMqaZQdnzwtqjCfFsKaTQyaKGV9IPhFnPpwrKqJTwH9JnIybjVzJePDx5t0EYnp4iVHPBWpRY620GKHUgbnWJatk603F1X8bHG6NR1xW3laFqy9TE5+yBvG9/2hpfM//o8+L++nTwGNM8vj8cM3tOM+aWnpC+PrIUiE786B5fEeXog8pVVyfF80kbjdr9pIXwclFJeh/yIeWgqap3bqfEfYcbsCcgLOS9UU855SYmaS6SgaVdCLL16E/fGQyWylqTDPuad55Ch8Yo11hJbRNvRtZhcVinBMMM9FoQmr4zl+F0xehsxmtMLUKqqwa0KIqeAJiWN9fCrXLTZUhKjT47e2KrMUXvrsaiU8ziVzDk7j2PwcbtpXCGnCed5kusSPh1l0Ph0ZUNMY82F25LZz0PyylQoCYppLOoIu3H2ETuAFEtjkWBvtfA8ZZqbcSlPt/AcFHIuLMtCtkmfJ+6h5in19dmklLC0cI4R4lB1O2cT66rWMHwNeURk/lLVr3jU9vpeDeJ7UBXf28Utu2CFP5a5Zhpjajk/9XOmhAzi6SWOcedVfeZq9Llr7DGhXWFY6MK2JAXW+22lVoT/t5DO54gicPjYtDwH1BEjUm6phRXny23l47ZQE4oWbpNve+M5Ua56gmVdeL8tAXUsgarRfiFlZymJ/eikEj6YoR1qyURuh86GktXRt+l4LjIex0jw7I3eRVgYoWIT7ly70yuESmZGi/2BOhBP6rRszshLssC/+OtdULFbY/MAM+coGIORZwlc37WwJpJRX6Fh10hthlLUcZ5tMvPG3jvNVfA9ThXjn23yGJNpsii06RxTZuqTqBZjLFdSTBtmJ8TWEvTYled++cFgC3FVMqPszxOQQzqVgrNwDue//vpUJTM8NP6aJw9vjKHcgdYbZzuC8T9iUSXZrRVJWJd15ef7jX4+md55W7THSCFxbWaMpuUvPmgHUCsAP7/fYA5EsZl8VAW51wSPvZNzoSZnfzz19+E8P78rNcyVzrVuJRRXarXXW+V5DD73k9vHnfM8mBiprnw+Tw43/p8/nzwnpPVOmkNZ2KSYP0OuS0DiCoNJyLHp/dRLNVzMIUs8z5N1uZaaiTzhNIU5He0kL4WCltFmUnWsi8B9ZdFBn0pleKegxdfZGstyZw7n3A+2TRTis0tauC6Vy9xprgS0XCqDcNUj5/u0rvZ8ypR36f81+YiqbzrLWvXAx2hi9IOUSiiCBsepinh0HZApJ2G/yyIyaQ5VhKlwaC1c67nw3L+rhU9wMmhTY7XpFheb/t5tXVi3jdF3ki04XXkFMTv3F/fLY6k6uGZ6HpLyvGThKKbhKSJ1xRJhDDGBjqOx7ye1LmDKOJ9eqLeNo08prMxJab4O3ZKryLHLQm+N3oakm3HRKCQsY6g76i5V1qWAIYQIZol2SjCwLfdQEWXWrNk9JGwWFQdDB1kNk27ryntxV8CSQqWE0JmujnHMSestIIqJx7OpcKpV+TwmP9UMCXVvk2UrPFuLECZjDoWC5ZSV2Fdr8NS6OqxaKSYZqCeZYjF4PBvbtnK/3fnr+UktcFsqPy/avz4Oqar2pn3VQJ9rQTsiQxkwJRcVMlOHXsnaqSQGngYfm4qVP/7cmS6j7d66/G3MF259ySsjZWZvtCtRMrqAGbsrj4sakOci3mGBHwnBC8zRqKSI8Fahlswi8THGfyZ21cuMmDRqk2NwwGg4WfBLYn+XtGsxl3FZufbGPjQyPqYxh7ElFbZbrux7o0/j2DuYlK1vrfHTVthb53ztb673W7vi7s6SCzdgj10JJDyUkCXJfKlrM2CwaSH//OX2W5+nsBkzUcqqkUCFupaYV+tlz0k3fQrm0RiDPk5wpXJNB1x69LUsOsiPnb8vUKyx1izwmSX8MiGSKKbF05xOtsxtKfz8vpBHpxaZnIp31rpg00mzseTE7VbBZWpbc/wZJiDcWsTT2kpw710tvSSQWiASvKrADvHozu/HycyV2/1NL9EcMVrKYPIOnGPSY0bZZse75tvLVsWJQUqpfT9Ybnc8J04fumhbI9skubOWBatF6YRzxtgi0WdnqYIrppnIlgNnpIxyR56K0Ro5CUVhJlyLx5x2uEZxfcI0OcvPrs6oJI0GPYnMqipOxqgxOxbpZjUnCibgpU2OqHA9lnCOqU2f6lSugrqUHHw1lSzO4P12U16CE1juhdZHxNEuEge4Sy4ZfpNL0da6RlU5G2drnF2enY9bYNCHipc+1S2ttZJjH9SjYiOqO6Z08KVkamTW+Ow6FFKmNbnru8N+ium0bbfIPD9EDAjpusYjifeb3PftPPUZOq9Zd0oajcwhNpsA2fo+3dWVpnwRIEqgfErsxCLnBY9wKI2CkkmgkUKqOed8ScRrjdEjStOT3qrH/F5Tg5qk95WjXJ+ZDx1ac0hBZ+UKP7sqVSndas7qeIZiY2vJbDULmYNR8sJtqWzrRu+NnJP+M5L4hk+WkviPv33h662QfHLuJ//91yfLusmMnBQF685rV8Yc3DbRI7wPVe7ZuK2FbOoiv7xXvn7Z+P7twfMYHEdXDPCElIvGdmZs68YY6kz6UBHVu2jQeo4kx78MnHGHhEx9vNRTGkmllzKuLhpHu4eHJogA0WSqALPEtUkBYVnmbPLypBzvb5gQU47uxCI4Sp6vFDuXNqFhylsKztlzDLobJ1rWtymFa59TJs3wzqSwN7ja2Nd5vi6iZpxtxLMY3a0P+mgIuKLYij4G+R+//PJbb12jCiTVzEvhdlt1y5scjTlNxpAXw2cnu8xsw0JzbsqASPGLrjGbv9fMP1dYXKhlQhlyVS/Jnbcli2KaCz/dKh9FMbbMzrrI2LStG/vxYFkWpge8zzuZyVozt1S432+4689Zlqrfp8itvm43ztEgQV0WjqPx7ftT1dronJb4v789eSaptVrvWvg6wqbE6qwJNqXWmqta6NSlxO8e44WUSNFJecxpz3Mnm279a8zT4lBlDpYiDfnEqLmyFhn8claWdR9SbxWM5JI0i6ekC+lCxGczSrVwQBujyxFtlrhtK1vdXjPRPiY9DMvSwqc47DTzrSVTF6lSuotV1qcu0+HO6FdCmyS8GLG3URewLJmlFGzKHHqecrl6Mi2xp6Td/dQlOoY06su6kEuWgS7UQtkUtqSKTrj4dh5YKvIBtE6tCz1EGcOd5k4y6f89HPS1LNob2MRno/cWL5Qp9XE4w43hibIUckk8nwdOEmQULVx/+njjvhVm22nt5GiNVKPQ6DOedX9JnXOOW3UqUyMlUa9D+qDUSZc5z90xb1JZGVH9S9qbrcR3pQ5s9pitV3mdztZUdAQTpxZVx2fXPmxZ1AXm+FzdJfXWM+lKKyymQ7wPjl207GT6fJYsYnefk9u6sNUk5VitpJm43Vfm7JLnMjmb0hNrTpgPfrlv3MyxfrKfJ82TOo7r0kj1RfR1UxTuW11UdPqkd41i9bgltnVh2TTW+v7XU5OEc+CWeLTOOTRiHb1hZNqQCqu/Cg8PHEkCSxF1e+WqQ3KLzvYH8fgSMWhkrBvi8mJd3aQuDynTIi1EvD4ukUoouFyOd0tJXhDzYG9Jqn8Re33213mCC09jYfK9RDAzCuR5dRiuwn6SOSecE8glFGgaKU4n/HdxflweFQt8SwgCatF+u8XfkbJRSsrUutA4KNlY16rAnFOQuponuGbfM+svKCVRXEHu1cRcKZgOwaqX9YaTMvyUG/98e8NI3FZx+/94HJwnfP26UoEqXA6P/eDXn++CiLVJXjJ/PndmNtr54O22hEt7cjydey2sa2JJxv/+s/N4dLx11sUoc1Js8vj85Pblg/et0HbN/yzAeT+93fm+73iq/HkOnraQrMq6bzCTXtw+9fJO1/+21MoIsqz5xLMOpzmdcWpac7SDvKz4ENn46C3kf4Ol3kKdMShFXdXR91hQi3DqrsslvcxGWkbizrgex5xp4+SeKyuTz7OTwiA15ilwWtcow0xtqDns56EExZleC0OuRXjvGrUVzUQVKiP1SiLLONp7tOfEhfM/Ew4v2KQikJdStCg/d1LO6lTc2R8PBnphW+8kVzU7ZuCze4+LW7+7XvzxGiucvdFH5eyTHBfDnEhyiFRE18hmqaoMM/7KUa+Rx33G79v7CalwnON1sN7WlVyc749HVItJzmZrbNtCXYzRVcU7yh3fj5OSYucRF5khVVQyxYFCp9TIm45luRIkw7gW9Wm+0Bga8r0iV1NSYZRMCYFeNP5MXN4FBxR/qgpZBYfAiGKh7ccRtOhEzgs2zjigdImToJ8nSdvvIAdk+nmQlsy0zEbmvq7sx3dAnee+H/z++1MjmlAlkpXXc6uGjcENY5wHw0QXOMPUC9Bbi/Arf1X6Y0x8hTE797e7QIxzgicez5Pvj+9s2439cZJwxohQPDLYUIbOdMoiT8jjOOW6n1KROaJl2HQsDJeXaMDdkFMxQuSmg2v/p4tfh6zSTU/uS429njqIlAqlXO/hhEiHHD6DjTVDwaWRU0naSYTjFw+fhiwCFvswY8S7JlGDLhRHkESfHsq8AlOKsxQ/o9hnwRJDai9IYZK0lz/lrVaxyKaKCo/c9EkK34/DnBSsM8euSn+6FrXmCqZBrmamU+rCVjT/naGmUcjNYK0VhioapgulcSvQD76uhm2Gp8rv7eT0SU/Q0Kjifiuy53+s1MM45wGp4FmAsdu2yK1bK7//8Ukfk/f3wt9+euO5dxzn9rbwNo3HH0++vFWWosMId2peyeb48ck/3lb+Opy/Hk/tM9CL9+3x5NEzSy6hmHFqyljNoWaZEL6U7Kp8kktGl1KJsCwdfMuyMbpIv96EkqbJTJgp5CXTppPHoGTj+fhU1odnzhPGMFI6oGTqstKOTip6hg19uVYsfjaDqaAu0NLbI2d+RIUhJ3aoSqYeciGZk7D66ccI5+IuSc6ZXphwsMhc0NhpyRXMGaOxn03qI/vBZDoOIeC1hFRoTp8aOaRwTeNGP7rGFkGRne6vKkiHYAQN9Ws/JNS9yYnHjEpOIwapg/ror8rJHbJFtU1EAgPJB6M7R3QvF0/qx0HvYJNsnaM14Vtifr1u8n2Yw+fnp1ReXcojx+SVWC1GN0OFVdLSOOWMDR06yVJ8RyNGSGKczel6R+ZUpHF0W4SvSvBO8KlkvFQEQ1RCnAOZWsDs8h2EdBXlcyxL5fvjW1S/6iSEr9BuYA6LQ8ho58maChmZS8nRvZyKdXj/WDHTwXffNhIaPT5Hp2Yt6edQrksGhYMZ7OcuFVBJTEssW+U8T9p5UtdbLHZPcGOcumzNdAaMqRjqx97Y9yasiMF+PGE626IubE5HEUzqrvqYVA9hSHSFY1wXRYyYvGNDcuoxdA4awiLJKwXdoaBgrAvbo2ctMZj00Umm3Po2nWqSz5ISNjROlS+kQHiSpNbTtEdZPeoquBSrXIIdU/UQfiGmRxemrJarKyOCqnIupNm4bYJQ7s15Tth7BytxCRI+NnVPKmocz/KEkbMQ70kjyLVWrDelTLpTrqrn2LXkmq65p/gryhdORSybbBno9C711eg7aynccubtfuP//fe/qXVlvb3zX3/+wT/eMrefvvC/ng/Wt5/47+fB0QfF1PXsdeFzb9SS+JoLRxk8noN+nHy53ynbxv44SAnu72/cXZA6y0YfB+QbKcGDwc//8QXWRE3Gdpdhr+YKXqGrOuruvKXK6jeOfmJpI//7k/t8o/3eOVGMY0p6ESBxtsTn80GfCuOhR2ralGLJ58Cys9XyqhbOoS9zNO0kdGMvGm0MKSnc1A0sBc7jqcvAlPRmoZA4jzPECp3uk2KaeSf0Z/qI0cbUqOYifbbeA9bmlEWL4Ss7ufkgeWjKpg5uGc8sDvv0qvolcVxVmQbTTH/fSalSnCgvW+qNMbTTylkVuBR98Dx2yRP7xf2RWCCbPEE5K6/hPE/OGWrJiS6WNiSBX3TIEaPRGpRZjQCUQ9/6DA+A/vxSKkcXF0pSTWO7LfTRArwJxRThCiPGicLcbEtlzCZ3f5Hbl4DoHU9FGTxPuaJTgmkTn9BHYzx+5MKYyTyrGbOSNH1G7oqnFwSxT8f7iM9TooMxBjVLBTOiqi0hdChFAVE94JEaQco5bq6epbtpxo4zTKY3R3N/M7gc3L2JFDyHjMEpQTtOfdeOKlMruvCmnrmEs2QLcQ06/HNcSbEINoeaFDb3sVa8dYkLKrHvFNkanyxLFuTPoSYJP/oY5CwUjiE+11//frKfomZDeJWS9kdrzmQHWxK9d6V49qm4CnKM8KQ4FK1Dct+SMjMLw+M+XkXUCJm+WdJeA40PFealPYf8RtofryWRkyYTWOTcQywapBizi0kWgWdMjaYMSK4x0RGpjcTnGH2ORlImNai7saTEWlQAlpzF1/IZXg6wMbivlTU7S0Km770pQht9bj4mZpNm+jM9LsceOCFMnXD2EwD3xBrfMxRK77EYdRl/xmgUCm/1jTUVumkXkEp6tVzEf1qMHwARPW9VjtY5wSp/+/mOM2hW2PedvFTe72/4HPT9yZkgbyvHnPz+eXA2LYPqbWFPief3B1ghe6I9Th5nzAP3IVfIkmN/4Hx+fme5L+o2ot01m7x/fOXzz+/SN2+FpUKdmS/bB399O1nvhvVEXeC+rbTAaaeYQ/91PKQ/zyLBYjIEllpJKbHvh16SmUjZOI5T6hOM2Sfvb++4Z+bQxeNkclk4zx0ziQOWUjjjsslJ4MPkEQGcxepRSJCWtr1dxFkh9vuU6XPwQ+FBPH8eivLpehmXUjTeOhVbSoy1jNCpx8WGiznmrjFQMouuRKMDcy1x08u7oFlx75M8B60NbmkNTIPYQwNwH/oc3MkZVV65cJFeL5xDrZXWT42sTN1ob3H4xUuZU+WYje5XNV7pfjGMjFpCrYVGs1/fFpIN/no0oJCyltatN/bzpC4LHiywXLI2HXMweudt27CU+NzPGGUokdNc3U4fIrqJtnAtW1VopYDeBWGEfqnHwqw5xlCVm2IxiUKwCN+A5t3iOV2AUoktZJS8xoYAuQIzMduI719jGTOxxc72JKdC6/r8r0UwOUl2PzR+VCGrkdfoWqwrZ73TXNj2WmNBbkkxDu1J77o00jQsSe57v99fSrcaBYSFn7GgseC0S26hzJP7umJ+BAY9YJq9aQFcKpkhc5tDDcnr2SdLKvShM0sjzxDNJuP5eAqHlFSE5nCAu8XeCf1/c4oikCyp8Joh6XWN1iZS0eldsPDWOL1rdFRr2A3HZCTJ0+eUcdCu9y0UX3pGNBaarhs646L3mvxtmBIBlTzplCgQsk82y+SQylvW2Lb3qX8v6TIguQocS0wbeDeGRURA0oiqmnG733k8HuznyVJXbrcPjlNeoR473zFRVx773vz1bfltuirui61fU+E/f/6nHpbRsMAmW3YIKVepmXOceNYCfHRVV5YSGef//M+vfCxyqPf4wD7e7srl9sb9vvDtmwxKuarKOtpgebtRtoW9dxkH66KEuMdDc9kuHv/pyjo4A0H+/fGk1MwYxhiJbQ2I3xTW/K/PTx7Pndu2QoJnz/z5eLLdV/7cJ98ejY+PTS34c+fKoPjzedJcCheNKMTGcvSzWBysqhBVVfTYXaxVoLPW5PTHQ9M9JoxLaRQ6x6hQhPUWHj+tVW7ipjluDhDbOQctChhLibJIt55MJjOf2geoI1DV16cS0RITGwGsREu62XUIrVultVCExOG+hOCAeMkmTi1Sscxh8dKU+EyM2/2d5toH3ZYKSRGgWMYt49MiwEpwuzk1nhrTwQpjTN7WlWWtPI9dmPbkrPdF5S9Gi8NpMmmzyzzqkV0wFclLKMnGUOzvbauU0vQyDClnatFOYh+SjVpaNGoqqvDnHNRceb/dSUwe+8HRYHqID1wXFUhjD66O3YwrIvUaCxBjFZwYF2oEPOYVH+ph0EKHin4L5pBIw8xg6KK4ZOFzKOjsWtqmpAu6t4tuAOAaRdUS6h19Vhb+EY1mHLxrt9caJS2xzI5RCYHxjmobjPttodgkOWzbRuun5PJJfhhdgJKe+jioNakjGDIZlwQ+5EFqkbFxVfjbKhVdTtcqWx1m79qpmWskxXButZJ9UEwL46MpC+YYk0bC80LvcBxPjQCzCgPmxabiVTipc4oCyQQwLCmicGOpbIlYcM/otlLsRfR4Ojqw3Yzw4WrMGDgl4sIeU+mOHhRv9XQ/aANLyO4tEPjmyl+qJtZVQubJv3+5MecpcU7iZYzs0c283SrLonC5x9l4Nu3Spil6QwtyC46Y0Ufg7JFU+Gzh/TLCpwLJCscUfLaUumjPEVTJpYYLec7ovCI6dakxYw0Ty1T84exqty1l1m1h9MmXLfPrR2Y8nyzrxpr0JhmD7ZbZdx2ay7qCOfu+8/PXL9StcE7dtPe1cJ6Tx/GQLBLBHtVud0qV5G66buvb+wffx06ZG7TO3gdLNigdrPPZHSg8p2Bx356NZ9eBa7VCOmIZ7JAS5zAFApWCuxK9jrMJe47Lba9CXfwhBFQYxHKsd7pluWJLljln6Eu9kBGWiPwKkVZbHNS1lJfDmiHppE4MGbRyWeTGn4PMZJoCwHINZHQgClTt/Fia8arO/SX/HD06EVSJl6zKdg6B9wzDPEcrPvDuePaQ/IpHdY3Ylrry3B+knIOCLL7X5YzGQ98+9QokS+QqDPdonemQqzqQ8+iio47BsmiM5zFDPlrj7V7FkwrnbopsFUtSC42hi3vJ8LaJnHy2jrcZ1XcQVT0kskMjQ4WqaXyxLULOHMfOfnbOLhEjgcPuMxavsbC3q2K1eMNnjJCmKAJmUvxp+mEQl0jJVTN0D9qrm94rsyiK4t9zGR9nVPOg75tkDLpW7/GyyAF/wRwVDeDXbQMsdaG3jpEY7ZCQ4By4Kw+mrhu9HSo6Eq9RpWNsJfHr+43n81NeHQ7OPpVz4lBMaPJ1KVrsn42RG5cJb5p2YVcHkrIOrOd+YhnWrQplP5w+pdrUz1Ci84zEzZJZc+HRGjb1ORxjMlKiW+ZxNM62y+RZZBS9vBce3KvXeRbKK8d1X6DPbx/RLaMC8coUsqtjoEbBlxWZgMagORtlUQfbur6HmpVYquFbXEI5UcMdn5L2fKcH3TrGe9lEZuhTP7OZzr4lQRnwvcAAACAASURBVPMdS/Lv7O1kWTbtajNAp+TCcT5JVhVXcHeay3eDJUaSgTinytFhkPFkL3Wqhd/JSZTkSi13nefTIP/85f7bjNs4Z+V0QxxiLuNNLqp+1yw2fTJBt0afrxhENzkwb2XhHz+/U/KgO2zLqkNgNSypiui9syzKO++jUYrxtspQxFCm82gnyRTwtKyrbujRWNeFdVsopTBN3COxW5DcN2bXZdFt+XYv3LdKOw9yzuyPM1hXe1T3k5oqf3x/SMIZD+5fe+ec4vVICjtIds1OuyoY1z4nxYL1omdiUOqCdu9VS9gp7lHOiT4bpaii28/gg6GDPpdKcv3zJH/5SYgCJmWZ0+aY1FJhNJKVKBSFHDcLmmsskvUyaN67LJU5u6JrXdJS5ZnrsDpb0xIyLrtkg9YPXdZTXJyUr2p/vqrcZCU+B3VYKVm07sJD6OdXRTv8x6w/Jf2zrSuhca16xtxMhUuovWZXZrsnYSK2ReZW95A4ImVLDtUXJoHC+/3GulRFEsxJaxYSRGWmz95DSSbtfV0yJcHb7c59W3keTx77wd4mqS4cXal2OotDKRTjiGQX5VVf1tVH5JRe358HWgbTGAIKQdtEcae8KluyCpJLPUNcuG6iLVj0rnrBxbvSLqtE1rr2adttYy1FOBj0+ev/SRFNYDSHaZlU9HxYFN1LzXEJiVBQUub+vnC7S2LdPb1S+VJWkqPPCegirDnJK7MolGwm4tknfnK1Go9dPK6yrqxVxepzP3jsTZyukKifp4i7lmMs1RozZw43HmPSLXN0p7s+r9CvxfhHy/hrXKv9n8b3McyKajvHczrDDGmYKxcjp4yPUMYlwRxxj/GXpLuZCI2ySPdDfpyaxMgbQ50YKC4hoR2ie2fMpu/AJyV+jlp/7A21V8q6ABE+vqTE/X17yZIvAYtPosM3eZGmK4IiTMci/caC3tQp9aFCbsRKw+DlT5oz8EHX5ZkS+Zcvb7/laHdzztRSBe9CwfGSgEJNIsQSDvS1ZB5nqHCWquWQO7++v/Hrvcqw1aT5X3PhtupwzZZ4u99DT61D+bYV7ttGHx6kSqk1lmWhpEIx41YL91shF2EnLtnbVgq3daEkBfCWbPz0fidb4xYcn3Y8yZY5no1k8MvHO9UH//z1K39++yTnK2Blct9W/vy+88c+wHR4+XS9sKZqSLN8YcE1BhDuWl0Wr//NcgVv8SWpuhGNVC96a53rmBG+W0eCofnsUuUNKKXGIm5glqm10ttJQoNkM4XBnIEayddOK+bfGp0pHU2NxBmS1JjtxsXWWkSYBt5hrRlDXccV7WkB9iOCcsYYP5A2IWq5xCJiIP3Qrs8xI0cma+nHVPU0nd6lgKoZzi5I3HSnWEAlp2O5cPRGzUXRulOXznH2l/9IYwjN5u+3hS/v7/hsjKHsiOFOXRbAOHZRaX3KOJVy5v3txte7lrb7viuOtutnTpeUsR9IkelBg/hxmfoccUDpGailBFgzkiYxcBEefKoSP4PZlonvbp442n2J5WovUq/GfY3RNbLMcUkztSciDpXh+myvPUrvp8xml0ExZwamHUZKgQwpcfDM126nVnmgzPQEp5pZA1HUu9M7MPNLKODRgdjUhVaXwhyNRCg7i2Tmx3EyuwqAvcm4V+qiEd6ctDaFXhmTNiIOO5bHc0JZKntrfD5bSE0rfUj+3fsI2q5GeXonlGiBpUDn95ePhOg+rr2iIIbKo48KMsZMFuNdoYnk6VDXe10qyQQdLMlZUoapbtASmoi4RCM5dhvqJjyMrFq8W6ijSsoMc7AhUU9SlKxI5/pztuXGkiY5qcu94gPWWrltawhrgmnVhRF62zaezyeeFSDn1/g19pBTr7cKmZxV0BHPUoBPU7AP87/+9utvrWkRVg1qTnKb53A+5hSYkkmuRSacoIgeQ4/3UkvADAf/+lK4VxOqYC2sJfFxf4PpzO7ctjVcuIOlGtuSed8qS5WOvi6RYha/01KTEg5plOw8/vgTffYTxqDizH7qoJsa69zWyvtt4fHtk6UW2nkITT8nX7984Y8/vjHJ0pB/Pml98jwHY8K3ffBf33Yepxza2mH0oGnKjDWCBWUuXdA51A5eklnc48NPr+WzsiCissOpqZBNJqJ1W8MAWJhdL05dEqUmns8nta7xsyi+Vg+lXgL3QHHMIbx60sy0X1JiJubGx8cHPZZfrU9SVgZKLjkKL81357VMB2q5Rl4Zom0eQxgDR7n3bTjdddiBR2Up1VvOKSqrgP8RXQgSA9Sq30Ey3hydgocbd766HHHEqvYBU67mcV12BCb9Cr4JHXtdEh8fN3x0kkkWuzfhSlIWht9SwVKhTRnkbmvhy1bBO4/nJ/t+MKxgZdHBohUHxfXy4HJu41MAOqD5CG2+lrvFHNRHhGw00eJwxtQ51Rz/tkd2zZVsh+bh114lJ4M5mF3qoBTS3mtkdTnyQbNtFQaqes8mgq2bFs+ScguDIsWayBEjqtySfxhxAUY7ua0ray3M1mC0aCBUlYuFF/uNGtwkpFY6z5O6ZsqS6aNzHA1LmVIXpjmEia61HlVyCo9KxMiaMoiU6ri84IBHl6+/u7qL4zg1powyTLkoksLq8taP3Fu/DOGvv0edmRA6FkVYCh9OzVJVCWx4FXuoW7ku6FBWXpMDnX2F3md0JnBftccrOZOTCtPLOEgyUqrC7HCx5ibTIlajNabZy7CNOXN2llx4Xwu/fNyUHros0ZaOKAoHgntqWlOXGimFxrNfT0sYHN1oY0I27Urj/71G8PiV965nP+Hkv3/98tslnSs+ua2r5KrxgI/Z8dnYloVEoSRjW4JJ48FPcjj7yS/vhf/j15U1w1YrPjt1W/j8fNAOjW3OYwfTqODxfOC9cb8pJzsnw5vggoLSObROP3csWl/G4J9//4kUw7g+ZFhLPrmVlftSsBgx1Zr46eOGcC5Ozgv784m78+3ZeOyDdV0oy8K3Q4iM//p20CmQBDcbfQaVNpLS5mQrGZtaMk0TEiGHJA6zyEKIxaoJrXItjX26LgRyPGwa6UltpAsKG+QcYzO0oO6jcbvd4p+7ENJaqpesee2Y0ecMfy1RrwXh2c6QAF9hPz9yEUpOzPED52Fx6G21XLZoHdQzvBJFDuHhU6q60V9VsLm8CbkkHIEVR1SQPXYVifSK0zxPoSTMUYxri6TKsujAdX9VeT0qypQCBMklDiivA3S7bTHey5FXD7MLcT1NlV+aUQkmGbJ6b/zjlzs/fVnp58nj/+PqzZYsSXIrwQNAVc2ue0QutZAcsjk9LTIv8zD/mB85L/NK6W4RLlXFjHD3a2aqCszDgZpHDyklTFZGuN/FVAEcnOV5EdOH3SmGZtSTUFtC9lqADgCmTGtbBpoRZFG1pIa6e05f4LIeuD2ZkJ8Dl+uSxnlBBMhnUnJ5IdL6PaG87Pgl4rbSkBQMRqwL3G+1cwB5ofIiHGNgwmFVEZ0wC0dKdqwetO2ulawkD+B1b4g5sVVL66PFKOIFrcJnwyeZfyIkKqzJU0EbEtWCrTWYIV1zL9rkWDpzXyd8Tp4bTdfn0THCMYUhds9nx4Chg8/yeZKJZ5WNopjdbMTIpmcVDFqj8PLURFuWdUmpBsvPVYSaGM9/RpIjlkuDLDeKQJJsPi3cTYXhVQl9jRQSNjNU1bT1IRxE00JOIhTE/piVbsnO43OlyBViTgk0N3A8muH9ecAK7U4ARykVR6fwmxMgm4I5OrbWEIgMOJNsvpYRJ81x9Z7oPfemhgWYLgja/vDz19+giiKOX16+4svLC3q/aC1SuXiT4ELVB3CdJ172er9xM8PsHa+b4Z//9Iqvj4qznxTWiWRmsOD10TDniZcvG/YSeDRDzIG2v4KK0nceFBcuRX3iUQuO54VSd1ZViVxGd/TjBAD8+usXjH58Lqmr4rEXnOcT39+/oZWCvRU8nweuEVTXKznspQjevn+gT8f76fj339/xcQVCSBntw9PbhrBASysGS562KyjayYdJQesLGvNVhu5Mh7DJYfa5U0S0MM9rnNlrSqYsBnw4qm3wwYuzbQV9kIdNt9bFIEk76mLoc0DNsN/L0dXFE5NurWXXRb3IUssiyObQHM9XUFErFc3KfYBGMqB4mROnGpOj9aClax4yhRZF2+hMPCeZSqqSBYg7gdoqtJDBMqbj9WWDJ0ffrCKg1NEAsFpufZJPv5exNzDovHxrpe2IZtcdMWkTkVNkaYTwKOZLnQkmfv1DxddNcXw8cRwD1ySGPhKiV7MsZmQFUZjGRXxdPkIZ6cyC4JyaJVLkuXZnJAFYQhSc2PRWDkf+L4B0KmB364HcBcWtHlfe4LjbxCwygNJhViNpqmmi2C+SJvLZDFDfNS7up5h7TSiQrMt0kBZ+r7VWVEyMfhGaqkyZpH8WLzfmsJAUwUmKkOcStTYznqPW6NPlZJF5KK4AQhWltpyqWIQsG9SybRjOM9LHpMrcNgSWQaEnlTpzN/L59jnuz4zC2plwGO5iwN1lOingx90WbpqzrGkj2WsrGiFyYgl3fh8E/VFKwcu2gclPlB9MBC/mbCACZEPOLEJ3cQJyT2dJXGKzWqwkfJWph8Ipad8K+ryo28jpt3eKPc8+UUA0ARH4+WWHWe4qc8c9Z3y+JyRzUJDkjshpY/liES14fXzF15eNQkKBoDZD4MLV+eBpBtSEO5MAe8f0iWIN5zkQSquN7gH1iT99ecHXBk4d24ZxntQszI4m1FAQiqJd8jkcxzmxiaNHoAjgfcBqQWkV/XzivCYmLlwd2LeKvVbM3I201vD2/MDr/sB85UKpX8xfKLahtcB8e0LCgCiYI/C6VRzHgdmpOI1r4qUJYA3/ER3fj4A0QiBjUJBjCQNMJwzCB5aUPY/AVIdJ40IXjr5MyHLk9dQw+GSGdKs7ShPgiqQ3rwWrML3vHGitMtvDJ7a206peJcNzeInUmh2xGLQU7Ko4zs70NZObhTX6uC0P1rXl8GTOKVkVi0k0BpAHljRgcA+kDslOOgJACgZVBO/HB+YAqlWSCwKwoHupLIgmHQxUeCHMcND4gE4CtVaUrdLIMAquvrQrafAHUl+Rv7/YzuyM0VlApXzqGcJh5oQAgvbxp9NNwaYD5nDnAtlM8PWnF8x54K9/e4ej4px8zXlEIRo4zwuItB7x4IifExzSfoVQOncHpQpUOuYIIN1wZxIaQuJebH6SHBaUcgM/SclegWMUQZLrYrcNBTO9c3+imuprRghQKMqfz068wPNiG3NAiqFfnYp+YVO2VyqYPYAvLw+8vX2Qgaj0v9IY3D0GG8s7wCph2viBublcKc6TLKbHo/F1j47HVgjFIXA46fo+QWhsAI+9QQqdDs45AK2QOfH+fKJPphweA4jRSUoAGyO61X5OFrUYkTbhwpddfcnFNu4iEvnAc0pJKq1IFs/PP0eN0tonklkYQTJLzOAOCemo4GCBHasRSJbWBMJWm8DibEIYef3/y9funLRWb1B05B7WFIq0Mwn+ZzgLmUHxKDWFfwmXGhmtIszl6fOCwrG3RmSj0A3dg95cPanXY06M3kkOWZOcj2x4gOfzHd4D9l/+/tffDJqW0ZN+O0Y/Fyvc9nuyDFSTW24FUxinOWbgp9cdf/cq+PJSyWa+LmylYvYDRdlNvr99MDzK+OD288QEHWf7dfDhrhVFC23RJQVd2wM+Jx6toGRq1vODu4A5aJ42LscYF23dQ/H2duD772/48vKCsjV8eztwfFwQF1xHx2PfYabYXjeMy/E//nLgXz8mjjkxPeMnRWjEp6T6Aqm50eTSSzJeSkPvLDbrhjah3T10PUwOcZrFnbNnyU5fHAgAw0bO322FwOAnLs/DDa1tCA+cY2ACeGmPHK0jA+Ym8XLkQRrjZoat0Xv93DUpSIDeTsuwDQ4ztt1VDdAsik7RmwPk68fqdfnPbPCSbFErWsls9AhoUDswUyVvqoAyZc0zKbAYNQx9XnnJ6g3TcS8DuiIHGAAF3CpvBR9wTcjCxBM+zYjd4ITTUlsSYwnhDH/45QXwgeM50KfinIGzB0QbxEqqtD3JBqS2Lzyc8cuR3e8iCiBt6uXed6wY04BhhtLBIQsOBLcIUERviEDvggIWZCl3/EFumcnbL+TnrwZhGekhJvcQSh3MjIBqQTgnmro1NijJtENOQXtrPO/TMTqJB6UoWjW01IBdk4Izd6q8w1eWC3cgfHlMAZ05we17Q1WGPRUAzQKinGifx5UKcLLAMJmxDjP0uZ4Fw9vzoK18aC7L8/3Db9hwZVaopLGhU4fWf/CDu64LK8tH5f+f78ELnCzBtBEJ2r0gBCJ0NiZRYv0M3otLo+QO3OUpgsQjSdW78rn1IPOQQVN8ELLuJeT4+Z2K0KUBTlaYg/tPgK9zzH4LKbdaIaBx6umOawbOyXSMGBcCgY/zgAipw1df8LejexYLM0h6083wW0dF9hogwc+tGgudFhNUIX569ECgQbShZzY1rGJAEaVhoOAKwcc1MAY9Ux4l8A8/FXx5bAllsFuN0fHT64ZWhL4pHoATBqPdhOL7s+Oagl+//oSXarAQ9OeZ4SZgh9QHXkpFVeA8P6Cy1PDswMZ54fw4MHpg314gEPR54uX1hZBSaXh7OznNeMfj0fD16yu+fHkBMFBeHvjv30+8T2e2+Jw4e0ePAa2KsJUsllkLY3Khrjy87IKpQiasShpfzIHzeJJFViu0GdreUExp6ZA4o8DpCjs7ENw7kBf/KVoCJvrV4VPYjZaK4zwxRqdbZ9LtlngtEImFJu3Q/XNsnpPfz8zDngv4tej2mRtF+iLw7wo7uzlXTG6yM8ITBsqlZbp40iYkD2AeniWi87Ra6HmJtqrY9wpEgJEWipL+S7Rfwc2AaUlKOI+OmJGFmiwah9MPqOoNQSzmV9EGFQNdp4FWCn799SvO0fGXb2+41mWHuOGNOZhvIaZQq6kxyWnRBd6BGMolWNKql1biPDrGiMyrJ/swJOVZY7B2uN9Ekch9wcKaAV4Ya3omLZk24yuznvg1JzjuKrODFr0bBdVEFsQxnKxFz0lThFoKz0nPiuH5PPDzTz8zj90XjZvEGhWGvIlmgt4k00lNE1enpTwnIu5YRp9pxXMg0KHJBpo+8e35xPsx4DP9ztJ1uNaaoWZIbYng7Xni49kxnWmbIwvhTINTWa7CwF0MNLUMIwJSSPLRhOX57+1zYsuYBPCrvJfjyOZvzEVXpw2NQOGuQLBBQMYMRxbwJaj2BSryAf7c56VXlYD5e8gAr4gg5X1yF6VYtFpCnbagrmzIZnDy0CBku9icwxQXgB6B8I6XjYmUVx+QKNhKw8+vG6o5XveGn78+8NOXDXtjA2biqa0KbFtJBmPqeADGJQR/n/302n67xsA5J9Q2WNvwPE8ImKXA90IR1piZWqcU4xQV/PmnB/7wpTDnWejnco2ZY7fheJ4QFXz5uuM43iDKhzIAvB8nighe90or89KSo3wm08swRvoWJZ/agyZ1tVV8nAdKTXM7IbOi9xN//3d/wrYVfLy/A8JEvz/8+hPUgJfHjuM6cV4Xrin4f/7lb/iPkyFXDAxiVzPmvKGciBRRZVdoZmiV+hZI4BoXVpASwMWhpm+SgJqa3jsDd/KiNjH4TH8ZoW0FWSzCcVvAQwXuAMzyUDfuQzTituX24WgbEx1vHYh7PrOfBokLKpPb6oRwVeTlaKp3at7Wai5x8w/klAIEIzl9poMnbpycXZQklVDvgrMms4V7Lzx3EQ9qronPi79nXdT83gOl7fDJqE3VkhYS2Wz/IHJ72SuqCq7z5CENUm2VnimIOVFN8fWxY/rEf377juFcbKsWUA3MMXM5DtBim4ffFsNOaNYp+bvn5MHa25YXdEKdErfvWYZcJ7OHVNJlIcSpUW6vMcEy/CMMWlTv3IrVreoCqnOqWXbgyxRvuRqMwTTKGXHTnO9Cn7ArhEW7KCMALrb+N1Hjl6874JOhSwGYsfPunRk9JdlKqpJFh0y/ABmUc14w4e4nIu3TIyAu+T6JqweYO1T3jZN2UAvUJ3BOp2o9dVZ8jg2C/Bx9MgphTIw57x2f5SS5FtMM18JtC6Oay+s5UygZyZqyXDHxrKitRXPDHTaVU8Mq4gB9BRd5pRop3GaSmgpCiHMSSREVwlJq2YJJsrHs9gmLoLUJ8Mn4aml8ipB0mXD8/NiwG5J4o5BQ7LXQsbxR9tAnySkSE+79huGLFTxquRl+KsiMEWBrDRqSsdGchpb1kQhg//x3f/jNwZwFVk+ON3uruannJLDVir2Rmva6NexVsFng0QStAK0l+2jSgK+o4u3bE1ULtntpp5izExMHw2BqNUCZ/Eaq6MR/vr0jQlGMdt3dWZD6GHh/XuRCb4r360C1hq0o/vDrAyKOX376innRVmUO4PvbAR/0rjlH0ubAKeJf/vWJf/nLB7o3jB4Y4JdRRMiwiOR9ywp5ZIdDRkLBiJHsp/TNyQVb2xqGA6IFY3T067y7kDk7aquodcOc/dYveAiKGMNunEVIBOkTxQfM5wQwWUC3jUr2sydmP29MfWaex8LVRT+55jwwnAKP4+R4jlQ8+8gzIWhmQCRVVvKzKOV+7z0dY4uW1UAlnVYYSxyDBATkZwjcE08pnzkU6aeA3uftJbQubjXax3g4+jXI/y9LP6KJ8xNyMWV+OfF/Nj8jiw4VLI5qBV9edvi48P7+ZLMQSJt0xeyfyX38vBfba6aeg4WR9YQT60BgwGk8GoGrd3amORWQY695saTYbBUqcNiQ7E4Xq4c/m0WtlsJuf4ws+HyOFtWUJT0JCtmFllZuIak7MhskF8NBdmBdjJw5oFpQlIFso5PeDJG0LgL2Aoyrw0OZB1LTRSD1RzQgxP165nRcnTsBCmgNLQv/RMKnAHdaIqkB2dAHI4zfzgNnnzj6xMd54urMonEhhNqvi214EjPKD0whrGYo94WIhLQykhZCKDlb/lxmB5YppIBsJJVC9mAG6GlClwvSL5kEyb42NTr89nLxn0wmFZgCWy25pJa7cM1cDbhnMwBOQEWUmes+YcrFO5wMQhFAI1l7kNvH66UWfN0rfQshaDWtqQRwsPlYIVGPx05R4FgEIf72Whv66JkmGwl1FWA6PHVdtRg0JqoJfv36QPnyaNiG4/fMGjfNy8vpodQUsK2gFsr3iyjGfKJg4utWsFugxkQFu+btseO8Oi+TYqh7Q3eHTsF5XWitopQN7+8fUCVlb3lKfX9+8PeqYX95wfdvb1xYquAaxGX3/fWOQ920wSQXPu6Y3fF+Hdj2DX/92xu+fX/iy89fcHnHX/7jr6j7DkTBvhuOK/DXtwsdlQtzHzeerFro+DscOrnYdwDaGqcQj4xepdEgHU8ZeGTKv1+q3Al+msZ4nhdeUwrMPkKpKp3jzgF4/8Hzq20NMTvGSM+xariuk1z4MWmtUArT4bKzr7V97j6Am2FCym/catJlv1EybGgmg2WF5iRwTwgAyVq5C9PIqazcS0jCZgozx5gnTGmh0ccEIoV2Cqx87zOT/wx8X/Q4S4pwLIeC7IrmIP/dCqe+4IEfkyI4ALROGZPLe/uElWrljgUiaEUBDBxHBwVppDb2STojANqaCMV5ml3itlcoDN4HRnd4alRYcECYtjj66TdsgYRW6EzABEAPzyaEf6BYaol8JIzFKTdyZ2Glkiwwl7hsKahx77IibTnMSI1etNcAGTl5jfKih6D7TBZOJGWcGTvdR142NEoczsycR+HkMJR7gHlNSDApr3vPrjxZdoNRxYECx2D3Ldx9mKXtUcLARQmREw42im41cHycDJfad/R+IGD0Q+MHCiTbEbn3U+TPM8MUFo+iius6ODVmd78YaAEaX9b66TJRauXOI595T0eIfdvSlDVp0EIXCLF0sU2B3WICShD2ow6IjZNks7FmGe5UC7rHvfeKIPEkhIohTjJJenEy1CQCMvndjTmz0KWvVzi+Hxf+/KXhtZH+PsfENTpeHjtiMPBur4Lj6ri64ctW0QonLk4tdGquhXockQwAkwk1R8sGoRlANqyj9xP2z398/W3Onjiz49E2KoIr1cIcLAM/7ZUjPAI/t4JfXiq+vu4omPjyaJj9Sshb4H3SNrxVzACODN3ZakOE0BriGlw8B20l+GEz2e7rTzuLzbYjgl5ZALDtO8Y5cI2Jj48PIH1yaiN19C9/+cDrT1/x/e3E+/OJX3/5guf7GyICP3/9CoVTo7JV/I9//8D/+68fuCIdhbOra42XM79gQ7HsYIx2A9cc0EK/JnfcdF1VUAxpBqRIKNHsW8m58qjNCBm8P9+5p7DM9FBSIeccVKK3mh233HYjpsSHKWqd9wUuIB23loIQTibLUtzdmfYmcesPqM2oeSj8nrbcHY/Hzoc+2SEji9OaYASf4U0RgbptpHQLCwDFfOkrBCDCcPWR8I8mpss/V8wAtVzIJk/fGg+x8YBdnUmSllOZKhPs6lYRIHttbwaAXlKkayqvTc3Y2nC8bAXj6jivkVL5dWHzMlvKYsJuhPq2rTHud45c1i9+fhZFCPbWcJ3nkhbkpUKTT04fke9dfhD/ET4SDVh+dmyYFxSVFGohvu53Ny3EzBc8FpKKcyZBcucFzsvCz8lz9zRjQq2gGangagaxkhctO1lqwMiC2wxo+Tn0MTBdIGNib+Um1HwyypIyHqAYTQylAI/NoDFQ9YeiB1J7ScWmrcbRO50qSsVw4LwuHGOSoeWLZMAuHkEW4rqAVZFaLdp4jISjFv12UdNXRK3nPXVPH/e3lvu2hLmYg87Lf85I6w++V8lpegkSF0wca5oEJ7R8org7UQbGRXrBlVJu4a1nkdF0Z15QKYT3Y/iaOlPELDlZ5/AiCPy0Vcb+Kp0OaJJLPQp3GdwbPo8n9q1hLxXjPPNnU6pRhVA2TXUJ9W214KUZmgBVaU8T7sxp/z///uffNP/L180yGD6w1YJHnaNClgAAIABJREFUKTA4vjbFzxn89NIE//TLjp8fComBrRWM/sSX1w2tFVznSexvb+hz4vg4sG8NlPkzV1mUGHOrjZ35dHYVzrzkYoKP50HY6iQzZ2sN53EhYuLlhX5YX7++AHPgsRuufuH55Iep2jD7wPPtiW3b0GrFeU08Xl64SD0d//Yt8N8/JvokW8kjl/K5NFveQuvwlmLJhAFMG0QUX79+xXVSx2ECLsDlE2KgCd6ClvjgA+zKTAuO8wnTLFpz0BxwDjDzmoZ3x9GhVvkQCVC0wX2gGOGwgGBrGxBBCCq7JZ+8pOf8ZGORxz2x/IAQi9eNm2XhkRBIUmZFLDHipRkxiDt/d6TNutM2ewnq6Mn0qQGZa+8Do+hvNQ5K+d3oIyEaAYS4uCT/na8/x3WnBfUMQKzmJAA8tgrmXacaOPOtVSl4ZViTwkBHXU9NQJ/E+rnnYwtoarSJ0UCrhukdx3FyWoBipLjRM4xo5UZMZxfnc957j+mAgEI8BYvE+pyX2GtRdlXIIFr7KeSfUcyEcLlnsLys115qLXwJlSgbBVB4BkHuAjLhDgJB/h4hjOke0Jg3G6caGT1VgNeNzEDPy+IcjmqBRtYNu3pn9EFJ1fPCgUra1dAskqKzMSee58DzYmqiWCHBQDkhjjmp8fDVtAhEOO1UtbsIl1LyueWkbAk7Ibtxls/1PFOsx8hly4aGefHV2FSt3O+16xYeiCzwvOx/pNuvCRKxdBPUUWmyB9e+cjlxLdhW8zsIMGirGJldo48sCKCeK9YuJAkY+aokWReSSIImLkxkIPAoCvdOmxawQKtqTgtMfty25bNF+u55DZIEjMzCpoq9UXe1FcZRA4Gq3FJRJMpnzkqB/d//xz/8pibYiuFRAz4mvr684o8//4QSji8tsJvDx4XHg4Kr3Rx9nHwclR+CO+MpPZmG3z8+0MfEXpLWmZTGl5cHvjwe0MQI+YAp+nVi3wwlaCHcHjvf9DFQbAMAXNeJX355oBVejn/7/sTv7xdeXxuebx8w2WGi6Ffg+/cPdiwAIgofUqPD779+f+J/fu/42+HpiaOotXH01Mw7F+DxUkEzZ8+8iY3Mh+nYtorret6ivVIaXr/8dGPUnxx8zQeZ5osixKRHPgAigtoKE9+CGG9k7oDkotSkQNKQUTNZbvpn6mBqoGmdnZcGP+8fp4B82JH0QDX0PnBvAlcvVmhNIxHZfK3xXbG1hmUtMt0B5UEIYWxqyUU8Jya6kiYqgDmZRb7wndW9lpIW4UKx2nRmp68Od0GAo4/cJ5AhRVbXwKM1bGbwcXH34VQ0b63d4saIiZd9w3l84JgTVrY8mMbLli8g/ZIEwy+0WmCF2Ri1NEQoBJXdo/CAWwot+6Reg7VYQHt7RfLxbi79Z04Li4Cz9UMk24xszXkX02KKyF0SpwJeUpLLdcn9AfF2Q61Lu5WsrghmaeRlK9poXxKrq6ZGaJEiaqkwBGJceNlbEjk4MdKgENx9lsjXRNKM5YW7puTVMC34Zt8qZp+ghoV+YmwUJiRzbNwDxzlwXHEzymZelJKwneXie0GPkcSGdbEh907wgIbf8LZmw7Q+P73LKBCgTcz09KPKRXry9TlB5nOkulhRi3GX/gOyrODXeclpEWSwldz96sq1AU0YuWuJbOSUavhs4HkeSZAI0vayqay3iFFVbuX40o9UC7w00tWHT1ixLFRsaAGglQqZjo/nAW2FuyUB9taSmp7ML+PaopmRshvcx3z9uuP3t3d8eeyw/+u//d1vQEczoB/sfr+8PPCff/sdX3fFn37agfPEvlc+iLEYDgIpdET9+vUrInPDLTvl53Hx4g56VCl46ferg3pCHtLrutCqYsyLH5hVvD0PXGfg7fsTre3k8+diea+0+BgOPMfEo1Vs1WBW4RC8HR3Pc+I8uQD+fg0c18TH0fG37+/QuuPfnx3/82/HzRZDPgBzct0avHEhPrGbpVd+w4iJ4YPOnCm05NKb0NMf/vDH1H44Pj6evJKFdgMxaYlPJXbFnB2Sf3YtWyP3Rohk2QhuOEg41kBE8fr6Fe9XJ0Q4aMgogqTjLp+kZHYIoafVrTPJjhncnpCJByNRKYZjSt/o9KjSDNiRvDTpygloqXkJJWYvkYQAgRrpjly+B2I6NNXo7hMOuuxWU4jyIp0z7i4sVY7wdeCF0cJmeu9/auGCuahC1TG8w5PaKaDocI4Li56sAI7jyr2CoPcU7q0OXpbXFy2wASQWXBETiPFZjNwHpwGjg3I4C+b6fq5JWxlVsGlAJjE6efwhfmuLGD61lAMCBe1kGAdLY0CThmX6F0IhLhlF/P6qNU6GKmm/0zFGZ9TydLgbIpspBqoy315CsG8NADH/bWsQDZJnkoQwQwE1hqil8elP+waMid0KfFlhZPqjGAPPzAylURfmI1XwSOV1MAfkmcFoo9PosgdfvyDIHMPys0piQfBSBUj6oEJ63pojSSV1y9TGuJsvQZGlts6EULPbv8pUk23I/VfWK+5Pgpe5FcVtHbQcuNd0dzcU2SwiIJgJnfI1EY6VhKcId1dl7vzSfHlOWA7KBPIksDFbhI/IQhVswgJ+NxJqgj++PNAkoIVSgDEntlIxekdA0bRhXLxnBgj5VTG8NMPrg3Hce9nwZauprue0ZqXgmB1fGqGvj5NmpfZf//zLb+/PJy+oGfjjTz+hIdD2ypz02XnpbwVz9pwEHCEV7+eJ4cDHx4mWQjifE8d1YYKsAQ9Gl87Z6ZUkguM84Jg4r554KXB0elNdnQeVoS6k15ZWgXDMnr5JapAIvOwbLVJ6x3DB9+PAjILjuoBa8TECX174d89rorvhrx8Xvr136ll6Wlb4zK6IDx6EHHkN6jza1hBizC6HZSVPBX9acHsEns93hvLkBfO6bVTDpvNns4qqhi9fv2JxvsccPPhOk7UJ0kAB5D5Bb6GSe2BvGwT8DGlvMel2KguTTbbG6nRBx1UmvvGRlKQmL8gImHfaYq2Mb+VkVEn3m8uQzm/IK0BzTDMuiUx5QOhAzV+2WGCWRRoLShOqXk2RjBrORpyMaGfhc2b3y1F8hMMaf074RCmGx2PDSIsOJ92IE0sIbastFbq5ROeFq+lvReV2+EyX4qRaqqCWejOw1OoNbZkxljZi0oFaAr0n3fe2+sfdzS79zS3CSoxkLcxXtyq6Qok4cRZbCnNCOFyq+v33lqhzMWWYlsm7bk2GllGyY070NP2sptRkKWmeAskYBsJWRQXqwNEnqcjOgnaetGnZqqIpNe0WFLAu+vvVO5/dJI5MF1xXT3yepJCZcOF1DVwQjKXOzmZjTIdoMs1u2MbzcieMBye0J/B0O9AbvtraRm2MO6FL0ZudNoNNKG1yuDMZaeUvCSMuDY4kBA3gplqL5o7j3pukAFGZn3Jf6M4zppoMypUiiQVhcuoQZNb9ah3U0mbmB4hRSOdVTQp9nmF66JGuPcdMRhfP8KYkmhy9M51TDd2B6wr0nOKO88IxI0PUkM+a48jYgt/PgX/7/QPXpDO2h+GjT7xfHQamrnoKrAu9eSo8aAF9zoHt5QXhjo+z41vvKGp4/85JYmsGQ8X39wNWFdcYEBg6eioXM1AJA/3suE7HXknzNR0QIYNHnhP7/gJVw+/fPogxQvHsF/at4jwOCn+sosdAOPDxnPjPDrQSeN0b5DhwpkuojwmrFR8fB5mhAP7j7YDoT/h4P9gBqeDffn+iu+DtGnhegTB22G3b+ADn5VhVeTqEtuzj6DDJ8Q+CMTtEKTJUYWcUEJzXSTO4VEGLZhEwVvoA4M5/p1rQlAyR1jaYKM7nE3M42ssDVgqui8yWGcBUAKXg99+/QSJwPU9eFImF1gpcg+JFiOB8nrSNRu4csmtS5b6pWElOfsZ+Osf5lUEye6cqOiZUaKyohfBZZEFbAruwhO0m9Q+lFFAJkJTVtK5Q8BLg3imLNnKRDxD/zewUKItf9wULsnurtfLnpBdUQGGV2O4cxHN75n+MHnC0G7NX1dvXqphijPzvzVCsITJnI3WPdNPN1yFW0fYNPi+YOK5rJsPN0DMAaqS1PcWD3GOFz2SZ2b1IFmQGBHLXFJ/Y+tISsDCuBpddNoJFQCAZkcoLz9MEUUUwHAm3cAktifcXIZtLhB1lT6dkGgyy+F7XgTH9Nqg8k50GFbw8Kl51QubENTtUGvoERlDmYsUgpaBPWp6YGCIMLp6BSMwxOSduWwdqPXpe2OmN5pzFAFqUM0Mls8fB+ABLu3+yv+h5NVWxp45trJ3GmjCtMjbAqSsrpeD19YXK9NRfhVqe49QvIa1OwKsgBmnpC+rySOaec7YrymwiepRbTuFZhNwxctqhaFUY+5tQmiND6pznjK7UE4tcHOBZW/Dg9PXsc9mu4IL+3+YHvmwNwrxlkkcanTXGdBR3TBMcfTIw7yOI4IAuzFqYYeNh+Hjyc9Grw6rhGBTDqhCSjnPC/vHXL78pgK02fJwX9wRjoKphqxsud3z7OHA5mNkxBgIFwwVjCkIrPq6Bbx8njuEYQl+bPgTHCFxDIGXHt+PC++V4OwfOywEteHbH354njhk4w/D7s+PogWsE7dVheM6Bc0yEGGYYTgdOB0ILPs4T346Jun3BcMPzcJSt4e37E89jYobi24fjP99ORK04PfA+HFcoppSkDxpK42HxSVWqijJlMMfgs0+EkdFkYnieJ3FQE2aiF0OBoiBQjYu7MSeq/hBWM1PR7TQ5K7Xe2KyDl6LPoEJZV84AAYcxBkIVWho+nk9spaLWCuTiX7J4Te8YfqXBXdydjUBTIJQwkhBWQnax9MnKhV8uRtk5Ej4iH77e+o3ruvJg5y27uiMnGWJ13wv68qQRz+zkSv55K5wwl0U2J7FkurhTkwBgCuHR4mSguTu2vbI7FVppD3cYDHA+f5GwEVbHLvRWWsylmAuWIyQynMmMJbv8CbLR5vBbMGqpZoYQuhgdd1HIaR+04yY9dWVew5nfTSbV8sIyxHQ0EYhngXCHiOfymc2YZm4KLzM+jxKREdRLm4BcauptLcJLaV0/zK4J57J2+qRPl32y9xSkacNIbwaYjhciKM3wulV8aUrvuswmv4bgYwZmduBAPl8JAQkExagFWT5yV6d9DZlCLOixFvL5PS6B29rnLXX9mgQAv18jxKHByTgW1JriwdD0DCuFMGiakEY4aes+biW+p/aHxeITUgQm349mlk7gf3FfQLDpElHs+w4eiFSOm/FS/gHqElH0GSkW5u5wCvUcEmkQ6oz4FZN052XBWM7aorQRWmeX54/KeLIVP3VXyy6+O7+zCGruRtCGaXLBwuRSCKYYzk6IK0IhQcbccU10p+/WdMGZUeL2519++i18wmPi+3EApUC0Aqh4XvQNOjN5sDupt399u/DhisMF3/pAn+wtXZgXcnbH5YpzCqYa+gxc7uiu6IEsBsC3YwClAqXi7XliuKRtRCBEYY2do1nB+/PAgOMYA9cUjEAyjgw+Bd+eJ2R/4AzHt+8fuEbgI4tF2Vjk3g7HMRQjKp6d5mT0ZKKqOnIxNudkqFY4UApqGo+9vr6itQc9keryrHG0wiwCJndR+2AA9mI0JAuyVwDHcIFY4ZJWFVcnZfe8rnutx9FdcTxPaOGCHuACb9t27Bttx4vpLRLy3H/A2ZFFBJe/nq6bsRgln11ZBOnJkl0MwN0L68dKcFtL+UBV7mlCLfc2fu81ImhrUcxyCbiWj2AePIAoLAzVlk/TuOmwkEBrjERe1NAbV9aklOfMXwopkJHsJ6gwJtYzxzs1C+GBVgs/u049SoTQEDHfG+QTmmBX/1nc2tZoiBeBkimHHs4QqH6BYldCmsOTQHKznOSeJhQCs+wjg39uiddW+NdMjr/WgsVMDEiyh9aElkJE5Xu3Um6SwkrWizVZ9Z4X0acrgaZdCt8+PefUlPRz908xoa8LmkV4awUWE9d5Ys5Ad8cIw8eYeGb3fdNVs6FYHXoEu2h+RoKwxmz0hF6Az6k4cqcTcFimK87UOBm4o1BVVBXGLSsvxJZ0XbWC6+p32bzzeUDGopncr/FWpWcm+YIIPZzT9oL4wHHpR8vzmlolsuHWkSVNOrCEhFngEn4LsNlLSkvSx3Onxd/MZnJSGX5TyUU5sUuBCMlOAXDHk1oSLlqJNKzfuwgdLpL7UUVoJbTYwQwcNTiIPA0PLvchuMbANRzHcEwzdE9j2VIANRxj0LVDFfYPf/en32bvePaOAcW+bbTZcEWI4TgPRNB3pw/G1Pb0w7K24ZniHNp182P4uByHOzoCM6NCZ6Q1SnYUDnow1dpwHgPiwGa0OZnuFHYJx/MejnMGuhs8M8HFFN++H/j2PPH+cSK0wKXg+/PEx3niORzHBKZWvrcA2v4TLhe8fVzMtB7+qTTVz/AiU45/IzunOZkHwWUpQ40KBF+aoZpi9IusKlsKYMdWCm3Weyenugj67JjKB8HnxHlekEJfqFIKoAW9ZwymxL3/EKRJWyez5DoT94+JMQ48XnbMMdGvPJQRNKWchE5KuuFKwmWIyIeZHXEyHyEKlJb4+8J0A3SYNQMMyVjKjPa8UBfDxczSZmTpAiQhQU4CGktgJTdtmgFVnLauPjEnkuKYmSJKzJVUUUfIxGPfENFTV1Ozo879mKwLcN4XxvCM79TlGru0C/O+mM0MRblsjyy0V9rEWLpJMyqUhS+cUNz0SEJCiv0CSTagK4Gs34tVQMAukdcRPOcLSft1EUmPq0/WURBkz+mHl4NlTII7mN6YGTCmxiW6OxzcIxKiIwFCTJKJlQyktB6RCDwqYZ4eXPKrCbaNNu/uE8d1wkXgodxdloqRzUu1LD75PDF9NB2Mu2OKQa2hpA5oTRCWugd33DngKyTNp6dFPHNVOs3S0CwjnN1RAITz/VYttzAUoDTBgqI3lZVRsiAtCp/JXMpmcJ2d0tiBi9/Fee34VlFdLsirIVs5KLy82dgE5HPq/8E1GaspW0SIVWwSphwZzSC5d8wHBIpgQ7r+XELkscgqnsFqwQl4IO6I2gjBNUlemKCf2HCSCPpwjOAeeAYTGUnATLNHocNBCNB94kxEJMRg//DnX38bZ1YUAK/7TjfTAGpruHrHmd2uLlobj+otlqNvCwA1ZhZbgUpga+mOWTj2t8KHobWWlEw+wAJJPxhgpXPdbqhj4u3jg/nnW8sCM2lN8uxwCLbXhu2x49v3t9tDS6wCUnCcHcd0hDV8PC9ESGoY6PmyzNNW3gI7w6zsWcDGIHyxoh/77Lzk5+SOwvjgxnQUo85j9E4WUNIE3Z3TRq2QtWDOz3H2jgjSl+egvYkWdsJzTCYZQjLKdiQrbLGGOl5eHghw8hERipwmL30PJwvONBMM89tTuR9izT1EgJ89F9XJXhKhEtwUdauMfo3c5SAvGuFD7DG5OMx/bo0iy9tXKg/U9IlaNgTYtXm20aMPuhiDmPyYSVV2T+0MbWKsBOa8eCkKg6YCXD4j9wilWFJY5VMAJnwdZHV1iAZeXh9k1A1Cd6UYLuehu64Opu3pPU0sURqQZnzpmbagLC6QV7wtfxdEUrcoOVWQLjxn3CwoyawbVmxg0TRjLbOzmRjTYYZb6LsYfJICMICanYz+YvHLn3fL5mI1EsneUbmXxmfvdO81wV4LioJMK/DS5ZnnbmQGWU30TFs0Wl64zI9RiFaMGbiyKVGk0DALIpsVZeOQlh6qYCha7vc0918CTqNrehNn6iNjfYkUTo/7NSBmLqGz6w/u5EomQKoYVGp+l5nal9oUj3lTtbmd+SS6LGo88lm4LVJKYSMT7MZUDWm4A59kDi7ngOVltcgt1YwNXyyiBB/lyH0JNI0bczpmg10QQWq0SDp7R9xD0RRg5Aw1JjAcGML8kZGFcYXlcbEvECmIIKtwpZXOWE7fYAY8+H7VKuwPX/ff/vGf/nfsX15xPD/w85dXmDAb3czwcZyIfJOL4z/d74NAPrph2xswmXTVGkUzpoqiwERPRTDVkK3Rh8e0ALYsjFOAZuxMt0pjRSuCujdYKahV0apSQOiO15cHHmp42Ruu0SHp1z9jhf4AEMMVhmcmCxazZC901FpQWqPldYpvPu3bBYICiN2ahK1tSb3lyDuGA8WSu83lUi1Gp1tkKl4e9NxIoEDQSr3peUo5PfbHg8vwtPqYqSCHCLa2Y8bAy8vOfHRQPNh7h4CL2pkwpICq6TUS31BJsVQKJ8Y/583ZX0aVmt3Gcrpd9hQIppuFAmM45szdga2o2/x7P4zhtLrX+/AsemQpFaIpYsMgYy0k87HTqHBj2BRUUzDF6aBmWNQ1nry0xTBmB+aniAsR2PeNdOE5IZ65Dan6VginmaKwwkI3x2SoTmGWupaMHw5e+rWkxiLW9EytkGphUFN4dvpIOi/uC4JrFk5zvBX4eWmq/H12LM3Gusj/l0IVSCixZNOQzrDKpXnPvJdS6t1dA8kESy0QHfg/PZgWicHUoEkv9cnung2O47FVPErB7Bfc49bKIPizz/H5zNDin3BOCEjvT8ryFYCnmLIlVdzxydAj7KJgBKOglJbMM+qdaKbK/eH6H1qP8Hu0pNb2PtFTXV/anrASrYOmT1iy6ZZ+Y00bKxo2QgDPlXYiU8h9x/255cW8ppXVrKnp3ZCR4KFQFBSj0/Scgzs38Dlc4lGIwC0hPEiiCpFGoJ7PmyCSz0NHZ949ELmhdFXgymz7WgoX3ADoZZUNBBTLWSKSIUL3ZrmbPBGaU0Z4Tu+SsDebSVFCx2xakozxT3/++9++v73huE4c/bqtNVyBt4939DlIx50BtcBxXRgXv9CeD4Wp4ng+E8Of6TpLqtwxLrhLhqkkS0YUVyeLiQVNoBqIYCJfSVgIEJw9swWG4zwuPJ8d7x9PvL13vD8PfJy0ej7PgffjgkrDcQx8+zhwTi4Cuwe8D7xsG+G4dMXlq4370Fktt2p14ffMUNC8mMlK0jxLDvrFlFTyr0MsqYpmbsKVAfS8zv0HG4RaGkY/MedFPx8hW8Y1DwmoyXB4Lv4mtq3eeOwcnZYZk6rqZYY48zLwBT3p6lRYFkcQYyaVN+EEVdSid1elCYcgOApbpQspdQVLCwREMmfEQZdQgNRX+cS356JnprWIIm7m2HkNQBoPxBrPkTCbMJSISnZFLTxk1EiAUbV9Mjktl+Ils+a5A8gAKAG0FHgABYqXtkGL4TipQyhSblxc1IBJIoRZwetjRzHBWDqV6RjOC92dn7/Yhjn5nTlGduUJEVnaTrjfl79puSeaAJl9VK6PFAnKp0eSVSTWknB+Xj4BRJDgYEp7nAjqBCISqippeQOyZySox6FVDpfRrVaUZNWoadKXJ172Ck8b7xFkdkla188shCLE8FXoQKCmuOaFuXD1yefD83xpYcFfZpWAoWhlZ5sFJcQhyu+fl78nFJRaI7BBVKHhJ88a46eHAAAnwZIXad3ooWargEr61RUWBBVagzg46kRqUZZqPZdHCSevogMgftjZSEBcUa2mGp/fVwCE28JJ9TXJaSYhc6QNP5A7OMbfepolimOlKqAuODMnBRPeJ5JTXUhaCS0yhkpCXiROmK1JWMmqTOnA2p1xJ6iw/Bym8++X/JxWKNy9n3Nqyux/+9MffnseT1Y7cPFbW8NxcWpopSTVzYFMJKtWMXxyuRyZq+u4MU9meI/EmAGAvPStbbj6xDlOGt1lqletFeMaOI+ecAoXbsc54FHw9v2JqzuOo/OgWsXHBxc9i2UDYzbyuCbOSWrqUhnTH2je0FEIudFQw5gc1aoWSKq/3D2zntlBegS+PL7ij7/+ire3b1jMotoKCgSR1V+EHHf3VHgHL6I+TqrPJ61K1m6hjw4XRowy05udEJO/WJR8JgMjJzYyvDre33+HgB3Usq8uSUlefdKyqqY5pMJ0QSqWe5HsUK2glIZajO0Xm4/b+HBBM5qfF6eMT3+staS1UpJrXzJPWRN6SAFYLi5LHkyeR0msHplTgVTYlts2wUpFaxv6dbKqC9ky1NKkTbYVbLViK8ueeymLNc0IOTEbhCFm0zOWloXxk02VkJByyjMPzKtjjk/dhRROcDGZJtc9oQwnnGVa8v3lJZUH8IZGITex4DOTm4ttn0nLzCKixlRPNUtrcv6dFUEc+d4lm6GZ8KVLoI8Li7Z7G/xhTZ/sUFWUaaNzJuU77UJS9HY5z/PKEtdYS+9UuwOAU/sxAnDQ7mUtyXnfBhuBOfgMERpIvN7Tqj5ueMhUIDGZppm2//T7yklNkHAoUJI1NoaTkj+duqdw+A+TnE8awQoE11zaHT5DPuat1xhz8DkptIVZNF7k5xbJABNkAYlV2D11R0lHT93I1S+Ek0jA4pHLd9dkJfJ7IHxETcwYE0Uohr0dnPNMSrGE6eK2WYmEpAldcy9CTROnw5mkjbmmvpxYWzo/fFrfa9KMk4WW701S0R+RIW0z2YCisD/++vU3XdP/nHh52WFWUTMBb5wnf5BKWrVX7FvFmBfx38xYAAJWWAFX9d1fXmEzYOCSzkfnxVjYtbeqeN0bNmXW+PZi2DfDvu+4ziuxYsfWDK0prBLS4gev2cXSDK81wlxXn5iuuE7i8VDA+4SZYdt2wJ3iGCx4gV2dxKcozh1pg8LD1OqOvb3g43hSRW0F+2PHeR6Z9sYq3nPclRwLr06WER1KBQviXoZ429bIVAGXaSUpxH2cWNkjAmOHDV7oV7/oQWM1R/9lMucguqm3v4+kijsyrjKxC142zKvFDF7Q/TpTFzHygrA7Q8SF3/vqWCQiO37qCYj5a5q8pYdTdstjOmp6oUW25q3xe5lz5oRQUjczbiX+HMQRauXCd+VvUK2bUGrqFcwYuqTiMNDZNtgBIPOmwIwSGjPelEgDrCZ9W8GFo/MiMyOk2r3zeckdQikU9l19EM5aC/m0qVgYPfK50OwUARYIgaUALvUgyq24gGI7ScU+cnIgaytyV2GwQnK5CZ+tAAAgAElEQVQEC+iamrKgiqX9BwW/IpaHv4PETsvlaMKzsRqD7EKFsKoYPxvAMJ1Fv7V64zeeF6lCONUggLCE9vI7Urupt3QW5mczB5sG/rulyM/LL5iQx/MoWDszwt/c55VSmDukias7u3hfTKksfty3JCQVwR1aNglI8aU7C4fkEn2MBT96FgrH0ggF1r6wJE091k/HHTctfC+eDUhkg+dB0WURZmlw1dOwGGfpjYm1Kyhp/QQgn+vllDHzs83vPPIjCNrXWELta0ejeQeE/xBethb2ACUFMe8irxBC+SqZl7KKJ8hC9KQRC59PFckler8y7MVvjHqNOLOPG4vd6gYBQ5t4EZY8aJl5rYJSk6kUuQifA4+df08i8Ng2qAB7owEexsSjFjQTvOw7og+cx4VSDEUFJoGtkPPfGpe9I50xmUgmUDh++eULjuPiziYhBHrm8CKUXG5WK/B0ke394miYExOWNQUMUOLhJmm8NyZGTLSt5i5h+WgBrawFNbs0BH7oFoOfl8tdXCKXrL33FIgh2Uyp1M6HOrC0JzzE1CpwcUmHTjJqVA0eA9OZUKhGhTcV/cRPV5ZILcwoESj6AMRISaUlNx8ydrSSdNxkxwgFkHM6YtxIMBeP1RKKDHaEk3bQaoV4OAh9YJJgILYYYYyMXd5fiAkp2VFlZx1EzPk7BDjPEzGWgdznxWdFUWsaP44BsU/blG3bENNxXlcmSa6ObvH/NUVhAokkVIRjjJPHiiMB1Az9JDOLwWOEEQVIGCWhJyxRSE4L2T0S0uOloSKfewnh2fBJdotpyeVqvj5hE7EuNMImRkfanMSQxohI8J6Zjku46vehnzFhOnN6kM9FqfvNgGRTkBNXXlhFgNkvjElGo+f0g1jsKYpXl55ibw3TnYLKABmIvvJ4iL8zMCmLSTa989Yw5fRcFGLc39VSeB6CkFkrNT9jTnxFGJm7LlwJNq8rc6ck42zMcV/GHo4+ecY02VYLIlBZtiZ8xuZ00sXzfbNBozPCip9d/1dlKeZ5iZeiWRwsc90VI30ATXA3xTTFTLhpESM0skHUOwFSsNARNkNmjAPOionbZUIWxTq93oSEJw1AZEGqlhMzX7cq1wimQnq3fBqBVuNulA1EwP7LP/zxt3n1rGYBKM30ClsiTKGYpZYCEt0zg1jwCT1kR9eK4uM4+Ocrg3AwHb1nYp8w52FRza6ro1RDHx0jnPQw4dt9Hk+s/OzneeA8jvziCG+MPlgRU1Mxh+P7x4kJdgkohlDD8ziTgUSXyt6vxAkH4JOVNRz7vtOiZPJSFcVNlXU4R+lSMGaHj4l+DUADLzvz5MM7WtV7eaeFNsomNEDbt/3m/LdS0NqW9EXHdOD15QsiHMeYGMIDygc2PZYguXjPDOsg+aCPExkRhjmYYW2asE12m/xelwCKKtyJpOGZ5UhOnJzWCHQdns7rmzY1ecC7p5+UYlkxWhZUK5IKWk4G19XvXGyO09QSaVa1ftHlIIlf7BITB69WUCs/77aVLGCkfS6x3KIk11bxSCO4Zz+4kAcgysm0j4Hz5MSwciASQSaWn5CcCJluprThiHRFnakR6ddgh58usaRtE6cvVqB3xjineUJM6d6UtGZqDRIU0dVlshhxh2bAXCyc5QX2WSgiL7MISTdr7sY0LzWfkxnqIhhx3Xh3yf9o6psi4cdayy0KLZYeXGmf3oplYXPMhKk8mZe8pDndjhGQYrdIdCmvF0V6OQ6MRa1WwpxzJNPMO4tdADd+irwMc2LwGclqSw0TACmMcWCo27y7Y8tAJARTAXMcwxwjO/VlQLg+Y7sp01wsf5qA3umdyhMY9/dAklCAu0fa/H96X5U1zclavqdhowhkrtRCNpzT/bZlDwg02MiEOHrQRj9yUtW8BzRycg6gpMMF+xy9kRM6BPHvkVrO92JruZ7Ii4SSlutkm6kE9lbvvautCSyjjTWV8iIK+4dffvmNbClDd4HVgr0w3vKxt3uUqrXwg0rBlwd9mchkIeNoQQW1koFQloVHY3qeJoumJebvHngkS+noE1MIbVkyuFqtpMyaEMZxWkz0zkCYGY6XxwNzKv76nx8Yg8FTWONdjm7XuGiFvlhGeZhXxyzKCMdYHZmkq204HntDKQWtbskTZIhNgP75TR0+mdiIPAAixLhNLamF9JKaI8OQ8Em1i+wk3t4PzPV7x7h3DpFaFGRHtTDRkThuYNDHKlgEilJHQFoy7oMfa4E2PM0OKQiLCBQxtGKcWkBxYQBw4eQGT42CIi9EJlg6OA35nAnTUJVcc/Lk59bgg/uw43i/7aEXL57WIgMrGIqf4OqQKeArhd+ZCB2BgYnzOqFpN71vGwTODO0ZKMrl3+PlgT4mrpNNC3c4E57fbS0l7dvnfbhqIVVaVfOSc/hMHY4HtFRoqXdnSrhs7RYys8XqnZK4OsFbf8JKkQ1YoFa9dwmSZACAtGBeSPxMHMuGhDh3NbrRjlw0kwghJIhkeJXAUYvclwdnF0CioGjLiIJVeIJwoQSmn3hsLNAR+f0n1XtmV4/Uv4QItkp6vS9jQw/0NJSc7jBlIFcEi6aFMlfeJ2aMzNMhAhJCFh477rj3iLc+RD7PGJ2HkzIlhOeWW2+eLDakymaSZ381SL7WlHAoxb+SezvCK3djcftkrSkykDoRNmay9ksJSUpCcmSosQlaKvqVDPmZ45Hfdf4XZDsREnWk55VV7kPA17J8uQiTSu5g1s/6fNZK3qfLBseMrE+TpT4i1Lue01oKzCIpzrh3LlZKugAzCMwSpgwV2D/98Q+/zXHBQa42BVVUeq4OJHxC0qd2uWJWq0jt4w1PtULudS3Mfpi9I4QGfQAxxq01ZnJkFdZcRFydl4ghF/AInOeJI4NszBp8Co4+UKyRr+6slFpKCl6EbqBjENoRMk6QfOflaAmlDbku7NM9A+r19tgJB15f6QnWL6arNQGaKXYzFNDi3vJSomIWubBMllDQg0dVcZzMeZ8+AK0YE+g9EscnbDUd9NUJv43UwpGuoeBeSnBfzjNDYyDcT8E/7bQRyG4wxWr5sK0MDsEn06eq3Q91KZYivAoyrBYjijsMKYLZ2V1TYCWfGRVgp8QFLx88TUhp+sTWNmhi3XPZSqwxPIFgq0wpXJHC3HcAgQlJxg8vanZDtVb06yJbiHUaj73gy8sLvn9/x9k7JFW8i50SQNK5lbz93FlZKZi934VszMTEk7I48zlZnaYvNXXCkws+uPpKSvSks2cme/4R4tafMMHyUgJyQpDV/SZEAlrJkAFH9p4PmvHNpCGrFdxi2KCXWDHLKYhw6ByECwmzpgU4DKVwSqspItXF4BkBkcyuT9+nZRdiVtJdlzZIRQTHdaLPiTE9J88MIJNP25tSC1aGigdFrneqZV6ypbKQqnJ6L7XBtAJCWx4I8rPLfBa1jGdNY8i1lwTgmqFa5N7fxosrC5xtuyWRBSzyxnjnFRimCQUDyaASJcKRBcnEMuFz3lMvr5mVFTMyGC4nN+U5WfRgQqb5fEgmDiYJbEVlV/0M8VqT6KeP2acY+l5x5F6FECXjsi03Ye7c4zrYGNE6h5DW2rlx75awnAcnzfnpEdaD0Kr9t3/8+9+WkR0tPCiXf2kbGQkiiMxdMIACNweQGTW+XDLD8WgUCtasqOd1oTujV3kRURC2HkJVxTU7nueBo3d4J2QTahgu6OegWdsgNfTjecDzIM4A9scDj6p4//hABPKCnjlGppmcgKI6UYhTSDTBTmck42ZGoLYH9v0LvwDJlLutIoJq8kCyGnIyEDNWZ6uJGTMIx8oOiKW9Cy8F7hAMIit5kGFDkMwDALUGzeo9XjejVXkAN+V2+kTIgCb1WSRVViCNd/HLJYtHU/otceUpN0QxeuehV8UEJwZTSwHYgIIT5pXQYy0UXpHhQoVtsVz0BSew5XgbSJozgOM4GRD0I14cXFgv3jkvVU3TQU8rdfnBd4qFpFYWzDlSwDodxWqy23jRKwhn1mqQ0GQSciK4riv1J3w2TYwGfD5RSiVNEYGVYT4nPbBupf3SO2B1ocumJAWACZ2YKkL6vRBdsybXE1kQZU2LPNQxc4pZrC1Ntfb8XLaHLNiSZntFDZakAMsOnlOT5bNE4avnRb6glFoLair06U7ATleUe0zPyZY5L8A1Rw7WXBl7H1hebcDKDwdGp7O2BCDGvcXqsmfCHXQmmMkO+9SVLbzo02JnzQWr+eDnOD0hFSWMQwdgQcCwsjH4njgh9EkPspWtMnvnHZQeVev9SRY0ICGrhNGXaed6/58QGxLOJ1SkqXuaEfdkKkLL9jkvQJY+6tOdgSFsawLPOyu/o5XTsggyY5C9NiMQPvIJlEQEkrIbPPeLecmCwM92kTA8X98MIdkjqcglrf7pyp1CWEOiGJJ3ZE4dCIxgg6ClwP7pz3/8baa76JwTW6v49esXmAK1KMwn5jWw14KtVbreKhk9jD1kh7i1hn2jz40HxTXE2TR9nz757Yjgl5PwxGaCR32gNOYRPPbGiyUv6dUxRl4Wj93w9esXtK1hXBeOc+D97LiSbkh2iWGlsekPHee6lGhoyO4K7njsO1Qp7GrFqMZP8l2pgi8vr5jz/6vq25YkN44sj3tEAMiqboqclbTSzOyY6U/7e3fXxKHIrkogLr4P5ziyV2Z8kcTqrkwgwv1cB6YBffIlaU1GNyNuyA98oUizv9WGVoDH7jia6zNlXPiXtw0Wl6YmbnKZEhtrMfYl4pbUtSYZKEi6k0Cl/TZggFdsIos3y0pLex0gXhjjrkvnaI6xgIUqae+Q8osKr3SPV6+orb7MWMboaOhFX8Hk41KJ02MFD313Ytd654gtD2Tl6phT6im6fnuXZ0XczlS4VfHg5xl0Nc8BXcwVte0s4tJEmc/Zx/XJ1AGwspVenqqI/rinNDPDvh9S5Az0oVpaQZBU0zUu+/qdQtOs6UDZ2iaFC7H1WHT+p9pHrKFISEEMwp7dcvNcgFdkrEXyJZxgeQWtOVnoo+EGhfBV8iahf3fMT6xFWGRGmuCM8Ku2njkvkdisPF2KuymKUl/ghJ/muCqOaipReU2aBFur2ErFeZ64Jjt6at3hdcPVJ3mLYLcMhwcOk9ClaBKHQJDQWsGNA47VWU8clkkVkoPHUiSOtEbOC5X8GOM/+phYuSGXgtFDHqOgx0j8QBrjqhH7n4vXFgySdWdcOg/SNOKyupbDRRXEqwUHKf03kGetgtLY6S4Y1P1WMcKmYGy75f/cLjh05XDAhGBuoI70/Gj4VH5gR6CG2i35l8AqIKRPP4UuAdy+mISSR3DYwsINa/a5yHUq682dW9Q1O1aqO//r73/+tqID4K3y/uWd+g2eppy8Nd1nzMFCaEV2eH2RM1PkZZGTEoKvIibG7Kitcb2LIMxUHMDE17cHvGxSLRl2HZZhhs+r3zEqrTV8ed/xbz+/Y66Jf/3+gV9/O3F1YdP+ipPYNio2Qg+/vr9bplk1mezbBjPDcTyIyU7G0pMQpDTUzYDBlfp4HHh7/4rrOhGx0CyAcbFPuCaHE6g10MpCiY6tGObogGjnNQcerQDzwrHvVKwoD8hr9k6QuLfCLgy/Y0m4Bmeyq4PkV3HAY+Ht2LHvGx82kMcIc6C6CHsKD7AWrDQ8z44+BoqHFGjp8ZiUTI8lIlYkmxf068lDXp+n6SEHJF+Mdb8Eif97cdTKzeW6LtTWdJDQy8EX9AXhwKRiEaFYvOLsg+onq2jHjj5OjH6hbAXFCyuVxylSks/lGJnrldCeJkfPzvmG6zrVy1Kk3svsLAYxApCiSK1w2w6AP3urVco+xutkJpahElPX9iKASjDJuslekuIEgvmK8/nIuP80ZHK6xmvAmAMwfv+Y5Bdn8JI3cV5rMa4neQQ3UI67MoG53Adjq4zK6P3CXnmxGxhRshVCy0nEM+ajYEz+HNbPAl431LrjPDsAR7b01VKxFFHkRqK6tKbJO6FxRqWUUjik6gAn5EO3OD0y8n/os176zKykf0RLgtPYWwvTMPizWQ2diJQJcmTkTdxDBQ2VjO8Iqcpa2xghMil91Rdxw4ZUSZtc6eoUL4VZXNreHDQt7m3jCFQdKy5BZWqvTGJEz93S1gV7KatsZdyS3anbEHleZCS9Zce6PLyo9tcC1YBWKPBpDYAGwnrH9iTUzXeQ/hDq4rZaEEG5+XE8UP7jr798AyjX7ZoAmvOFXIs48DXGTcIOrdWBtPfzARiTh1PGL2+1ShVzMSLdC9YInM9TTmlTi5oykNxRGiWh/bywFvDx+YlMrTQYNm01//vXD/zf3574PAcgyS1C6gTnBNhlJvJQCb0UUNyC2AmMfBAW47yH1sgvP33F6BfmxQ1hzIm9bYg5cV0XxnViXk/Y6ihqXIw17tgPrFStkNQM54ESi9JdcgFOKLAw16ZPqoSoNKHeHWbK8uGDwO2P8StrZmmRAXNiq5QnQsQqzcImZyvNhhDUskSczxmwqgIpJwm6wvQyZagk+0Go9pE8Vy8ZQKI55kRt6dNQ/7S94qY5BV4oSfYJq43FZIIZQZ5qKfgRL5dsLQ0rTMkFCUcYbF2Y88QKKp+OxrjysQiNlSStwQOIWU+c3uforO90wqzZI+8GpQGDCiNAmxboUA8g86zSQKYhUJNtfm48DO4DKfHu3MR0VBQphNjzHqJQFh77hoy4z3BOJqFqOtZWTqiSHJvVkifn3SRJxQ4PhFYbfVqFW3N2atSSrXsiVWPh2Cu+PhqVZODBMcXTjMEttS/DtCqiHAgNKlQbdV5UBkppa7rRQxARhTj7sfGz0IB01zAXY9Vq5KUlz4ETiqJiSihhBFolNIbALbHnM0RY3sRVWEaBIG6uB1CwImjOXJlcYIme8n3pawr35//gBrS6vThTIyxFDobbQnMHbtOkC9KkiKWItyHXyd+9wG54cK8NtYmjQdzhiqbn5Ee4LyuuE+70kjIfaEvCXVvMQEhmvokl4ksJ8jiZeJ2bUkHg0ECx1YJNSkkL/ff//tdfvqVbeAXznnY1wjFdVQ5XUCZX8wXQ4dAqE1WTQDoeB6EEMP7bSdnDA0zdBVU+re3cUnxg3xrc6bDml8NJ8OPjib059uPBiTIMv//xxPdroqfRrBbBY1RUuXofYA2GgmamsEOSmo+dGVuhdbYIxfZa0bYdX758wb9+/2+wdU4LaKF5bmtNESuTeV8IIPh7rwDCN1hhVaXXBrNG8yK42hcnLmvgg7ntOwl8vVi1VoT6J4gZczrwvESMB+oM4PF4I8a9CIHVomY00PQTBjlapXYZPNitlntzMTPyQFP+lUXyviomHKbqUON0ulanjn3IIe6ZVSWieJFDCNANy9VdUJG6nNl3DVzXUy87tCnpZZD9qxRHaYQ1xhzU6qfr3VnwNOfAth8MJFyXLrgC6M/mC8unlwdCxZwDx7HDrOA8n7fhMFMKSBgqth1QzhO9QMWywyShIdx5RUODE3lBfS9pLrOll1cFUJLzQgPNkH6fL6wxP2mFnPJkU6cSeocyzLDWLTRIoUiS9KaE26KBBPquzBYHmmX3RrvmYIy7LkErBa1xau99/ZB9ZIJEjcF8/JYxZyCmUpqNB2R1v4eJ5AMQIbOgcPpgdS4b8k7BOiHlEvk40qYShwD3AfniSVwXS2aE8ecuXeyTWDpo1F2vz16XGVMfKJ7BSkc5AMFPYfwZZsY+IF4F3N50ecEknXY5y4NyeIt1S2lDqlB6PDIfLmGqcp+n9AZxm/BF78fSpZ7tlukJ43DCf2rldzklZOGGJcUmAkWcWzJ46eHIAah6hQW9eVUXdUbPVzPYmrAmoY6SEooxkqj8x1/+/M0wsFRdezwed6bKjEEdeAT66NhqxktwLXUXiVaKFDHE2Z/PC62RIJ6doXSBwH48OBlVOTedh/4mJcaMXNMcT/VrvD3e8cfHJ7tJZsFYwPlUKCJtIol4cOtIM1Y7SKCFXOuSNBYDzCu8bAgv2PavKNvOaHAYvn//jlIK3t+/ENs/KM99tE1k+qDTVZ4Yz4waOLy1u6vb4Pjy/hW1bXi8PbDC8HGeCj2rMh4CkLywIFDhsOLoIed8ewBwTXkhrpFElycsZiC5vAKoFaNPPNRVT5yU+rki6Wl6GrZSUBuj0GNOQHyJGTAtRLwTb+7qLMkXLFZOdYRF+sjIE63JeMVX01TFBxlr3P8u4HxxkRHW7GDZN3IKuT3dXSIrGwUN+/YQ51CwbUzWXYpdKW3j7zwGp2ttAiRgDfveUIwepLZt90GzIki6Gg+clHLDjA7rhDMEJZTS6Gky0HeUG7VeUlecRMQAsATDySC6hgZLyT9F3AKMPDmvrr4bXty5PfPz5WdSjMF5TLGeyEghM6AYhQ0O3KRurVnHS1/JXJ2QoTnGmDfk7FJcjXHivDqmaUadJGP7mOgro+sDK4YOHMGoAEUBIRGADv/kncjjFXovaiVnuggXpQIxlX8RUxLTEK3mtyEQukyBxPJfHogup36KOtJZDl3sayUPplBLGNTYjvgh54v95ZIJQ98fQOjQXu8DloIpnUV0rTiOSl8SPVY8/6oTLdBuilsZ+OPFKCjzJu/vXD6KcFyw3o//McF8raTSKzT4ALZoX0iDomnI2Ru5owK7vViOwCYVZVPzKKXHTLjAcrRNQZlLsODf/vaXb5gdzfnSHY/Hna7ZWsW+bfh8flBK1mrO6/KHqOO4d+LmY92TGmD4/uy4lqnuU5NULN7awYBEA6GU85qMjv88WeID/tx+MSRxRsF5EZve1BFAToNEl4BDWHO0uuHsnHgKAuGvl4+HQpX8z/EcNAoW+UF++eUX/PT1Z72YDFBci16C3k+0SiPaGF2XWEHm/ZsxSd+9YqyFt/c3rBn4/OCk65VR9q0VZfEDWyW01y/CL9OBYUDxDc0bvDge7++EpTTQMi7+QpY4xcKNeRO6kceiyPegrCdwCb7Tj6/R9ZAURXXQm8CeDWYv5boOwQLu5cXJrMWKUAOaV7YkgmadxGFNxC/8NWknGQjQjX1pKNk28lgZzjfnvGEfku95yBV6R2r2hU9tASFCOW7egynL3LZ+/uUrqgPPs9+O6BDL/+xDU7TCHPX5GVJizr9XKlLY5a3/n+VzFcBSxAdwT3I8LCoHG3BDDnBLDXNBqUCSy3z6WYLF7yBurIyHkWA0bXywUFVAFcyhC0rQB9VhUP/NLtlrJ/JLnAmt7fodKZ1dYYAVtuIJFlwrbhgnYaccFvyHrQ8mbswSbtGmmdLtxXTosSbO60nISRcdfpjK3QJbTf4n+3oYfT+DMeV2K4iYFrss1BeU8TZ+w5gp2y949aRkFMsMqSaNb8lMZAcaXMADmUGIYIL0vQmBWyZokGx1o/BgLMmYBS4KRk3BRW6dALff3DbH0nut55O8ICXIrHLQhcMPk4hD0MuDvGDMbv9WCLqmdYIwVXUXolS0HQZTwoXdRUBDmaloTDEsKwQRArUVlP/6z79/m2fHUQ3H3nRgODFTdzw/n+j95KpknOBTbTDGgAkaqipzqa2gVv5C0xhmmC5fFt+wKtYmV7S5+Be+Jpu/irHL4/vZ8cfnie/PwIoifmWKDwiEgh0XDMe+4+3tjZ3LAbizM72WghGdzlonHBVWUdqOCeBTfcjvbw/0SfPY3//+7zj7yxmPxRC4/Tiw7QX7trGhKwxvb1944Kg17X07UBd4GBvw/PzE6AN9XNibYxPRTQK18kJYvEjrlg5p6u9r3QlNgA1hH5+fIkOBvW6oTrK0Tyb+Lyl3WiP3ZEWkmtb6q1/QOwAD45+ZrjngTQexHo7iqsQ0kvWO3Dpend8A2OQIoG4Ve210+RclBYwFbyLijJDKODuSKHTnhT0m3d1bayiawrGmcFw26iW3Ric9pZq1VXhx9E5oq1ZdgCv9LnZfIgbgy7HD1sB5dmTFLcAY+SlVmJeqyTfuDQja/gz5stPjkjBdqQ1p3IKRf7IS3HQh+SSAUje9WzpwpHji2fNqYczPeC1Gy1TXJK8BaWqCLZayaXXVyCSLWDS1LgYJtm3Lu4mfTSk4+4UsKvPCalyWu+k50Oe4AlgrJcmpxlG0t97nkJzcQg8nkm8S5OSEALNVMcnZBcLeBRxWA9zaqA6jqtNj6Tvk5UHlJn9Wv+XGgn+kKgN4wXuqozThTymc0kYwRfxTrLMEdxHuLibXuGDBUhvuRGFtXi5l45LJ0gvui5YXTdxiEv7uqiXYmq6lfFY55GU8/MqLWVE5S2VlmB2tOCxe+VShn8lZzIUgvJ5busrJj1UT9+HZG5PIjb6buV4JFpYVFLQ51NogLb6yyhaskIss//N//Pxt9Qs2hxrADrw/HpqgCmIMZKfD3ipWvzBnNgaS0GMcApMwSy3o/WRcsohWIFC3ihELb4+Dqa0G8gW13DHkZtS19wV8joU+C6wyKLCYYz92XL1T/++FiZLbRoOLc3p+PN5hXjDOJx7vf4LVHY9jo7fi8Ya1gOvsNyTSNh7Enx9P1LLBjTHWv/z8M3795684z0v+BEeov6JuG/b9DW6EG3rni8HWxoEhrL+UgqNVwTkLvQ9uYAkrCPoDHPtjp9LMyDlkOFyrdm+Aa4V8JFKJSLgAQUfuTvwZuB+y1clbsFuZL85WOWnGHMDqxETlFTBtMmu9Kmoh2Cmx6ZzMyM1saFuDx4RbYE1DDzDtGAtv+0YxxuJlUKoykIzwBzQdJfxDmIILK1VxMijGq+NgawX7vqH3i3i+/v3P8+Rh5zm1UbTQGre+ZUAPNjpmHezoLCWDYNs0mGYQImXa8uPkgSgcnb3kExZDZkCA/nw992ZYRliEyqi4D2hEeRHrMvdludNYFw/iWHBMoSiajs2Q8SSlmuwm5f5OmorPQs9AkuVYJv8Rt58iSWpyXzSP5neLH8rH+Pn3k42krR1o2y6ILqRS0t11E/EQfKqRaHHrvH934HbFZ5IzYeZUNBGH78/nTfgDECTIQXLIuHD4D+AAAAgRSURBVIuQpN0WBykNmbxL4zYq1lZuRVIWQBUpsha4uRZVyYb6a6B3LjR5E270+3fU7U++RJ9Tq+QTWnmlBlh+JveQxp8HB0aoMM4gT87CCr8vIq1wsNaA/Mxj3e/4soJl/DtlgOVkO9erUM4dHgvFpXgwfVt5OemPQQiC1hB16Rlg2gMv76keeW52C+V//eVP394OMvC/P09422+bfDVHeGD0C3ttfKignB6HMqP4kl2D0kz6B5Y+YBI6cy1MC2BeWNExzW85L+Es4syfnx/4PAc+J7CM7syxhg6ddaukNuHkXUGD277DzPC2H1idQWnvP/2MLz99xeM48I9//APPcQILqOCX6wY8Gle2379/Ry2O95++wr3hbX/gt99+w8f331ELsWZ3w9e3L/AwatQD6P3C6E91fHOq0jPNz2gFliLn52Ro29RLsyJ0EQ/0YA+zO15TkOfaG5jromelNko/18BWGUtSN0oCsSSD9HQZs3Z0gsVaeUi6sTaY+UEkz3evKKY12qoIfMn5NNkkGb4EKxVvMKNpj1EPJplkkvSgo7yyQznkbuZDL5e3LgwW8yw052zq9bVyp0GKA4cKxkSuN4kjSBg69rYzcG8OTr21wkvFsW/4fJ6sXE60CPQn3Fi0plHGilCBmBh4uvazuwGCLOncCjgCS0T61ur9mZkzIigmZZStOPrzwn481LaoPCZPpzdTHwpe0EaE389Lgu5eCC1FLPVzZ6fElBBB7y440RbjswpwcxN6iLsREIZN78KY5z2dA/RUzRmYYajtQCAw56lisUApKTgFlXQBbO1ARiCZFV18od+V50epVWokYN8OIPyGE4ulmY0qv9Y2HsYSL6BWwTuEnpvznaA5sFCVqosipGJbCMwRHJZcXfLqbEdAG6syqnhVAK6tQs8+tCEUb/d2URQdUtQFNIPG0tacpmgA0KVCgHFhiptdAFj9wQusd8LNfO84xLQqT0dC9CJ9Q+gAhQCBraRjfuE24HIi4/tA4b9k8BtmLPQQHLuCAZmqDugxcY6pmBqe8c/+BPlXqNNJ3Tz/+M+/fpvXRdmqOfa3B18q4WyzP0n8rCzHMbScdKUMygjg7ThIyOm2xtKEY4FWGxyBx3Hg4/NEzIUCbS2l4RoLn89PjCjoi9HbiWi4AaUVXGPi7XFg36vCDInvHm8PPM8nbAWu66K5qzjOfrG18PEF//zn/0HMi/r13nXdCl+tBW9vD4x5wXzB1sL58cHDtVU8HnRJn88L8+rMitLk8f52oFbmOSECx35gQh3Zwd/78zqJ8wtHT7zzeXVITMZVdnTBUhNzXqjVcTw2hqnpJTAZ/VLYYKbolqJWMUlD+xwyezXMIX4FvKgZ4lbptn88kO1wtRQeqpYFNDxU02m/5sS+bSRo5aPIALqpaW+uiWJUYiV8cnXCbNWorOmCoooXHnTKG/JiUsNI8SGcPx33tVXJfDlBpySxjwFz/OBlmFhWwaypin6eUjVNFf4ICoqlw14TURASmiuvmMSd6eyF8fN8gQicMmspiOmSL+P1Eovob40ww5qKzF7jVlOlCAW3DJPDALU8vOgZRCm1DnDXI9ysVkDvkZ4vJTIkp8K55OUeT3iHW6sOHsTtm8nMLS+OOQPX1W+4LgTNZElYcklzhaBbZxjgTchnrH1Q0Ye4oZY5B4/UFeL0lKmmAzNE0q851WrJA9yK1FaLh/gaQ5cAFXiO/PPptSEXU1DrAyTAQw2dWRT1ClNkIm/FXCazq+scLjnR3VCgu3i6WtQ75CiLqqcRksRboSBl0e6QfR4shDJgGTmZ4D9Fk2Ne7Py8JjwIH3luHoLYEqathZs9FZ0UgIygqm6spVBcDoIz6JvrE3CnAfgclBHQxBuwQuPtkQiP/pxtq5hdIgcYyt/+/KdvjN8modzaBvIqE1spmPI9UNGS+v2Jt/e3F65pgdp2nNf8/yYlkp4Lz+eJ1SfeJFvtV8chw9A1J0Y4fv3tD8Ir2wO17CKJuFrboiO6tSZylxKz75+XPA+BozW8f/mCWhu+Pz+pjb4uhDk+vv+Ojz/+BUTgv//4wDU69n3DH59/wNsrMNDh7DaZC/06X2F7Y2IJmno8HipiodZ9zk4cf7Et8N9++RmnaoD/9P7Ol1CT0KbDD+BkUyUGaCBBzMj2wHVlGVJoKmo4+6CRcwQJLaM3Aitw7A825nn6J0zuZk6YtfHFWmB2VGsNGbDWhzD1mom3L5gAEdhKuwlAE75NqfTQJhE0+5nh7PTvrNkF/QBMq4XMpoTrxiRhV0uBxVTbpXKh3PkS6EDvk0bFWngQw2joTLnn1akQ2Sp18msOTOcW83bsWFfH9XwKRio3Js4Ls93chQXQ2nZPbhnRs5V2q3uQUus7dSAPcUcrm7iiQEqcXZCTheHqSvIV7Fi8MLYlcD8T/OwWICgjlXf5vLg4yKbe+FivzgvCYknoJnzkNxfEqlROs+NKLkqYeXF4UZYTCPkMdXuPMdV5U7S9UMZL0V+9pbJZ3OXmzDvT8ywEBoZ1p09nf7sZoS2HoRq3mVYdEQMrWNfaagHmYmCmSdFXMgGi4PF410VesB9v6J0eMMbPhAQbC6OzbsFMhVOj0yA95n1AvjK5XD+TMU6ODER1bVO5c+ni1eS/1sRRKjzSC+S3xyg3r4WQ/Dr0pZm2rkBe8aEfr6dAhshNf7/X+MI/G+KEOn/2DzAdWy4V35OkujvCwRTzyoudy9fEsTc0AzY9M8UNBYaz015h4Hc8gzBtmOH/AZMkZFcYa5kgAAAAAElFTkSuQmCC\",\"relationship\":null},{\"partUri\":\"/media/image2.png\",\"contentType\":\"image/png\",\"content\":\"data:image/png;base64,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2022 - Merging 6x6 regions","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/19/23.\r\nThis challenge of Merging regions is addressed by RGB Team as a second step prior to Local Optimization.\r\nThis challenge is to return a Merged set of Contiguous regions with good rgb values. Matrices G6idx and idxrgb will contain updated contents. Original image region indices and rgb values for 6x6 squares will be provided for 21.png. Total score, contiguity, and number of regions will be evaluated. The score must be less than 19000 using less than 60 contiguous merged regions. See template for details of provided inputs.\r\nOutputs: G6idx [67,67] matrix of pointers to idxrgb\r\n              idxrgb [67*67,3] values of r g b for region blocks\r\n ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 650.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 325.25px; transform-origin: 407px 325.25px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/19/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 161px 8px; transform-origin: 161px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge of Merging regions is addressed by \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://teletype.in/@bminaiev/icfpc-2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eRGB Team\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 142px 8px; transform-origin: 142px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e as a second step prior to Local Optimization.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 362.5px 8px; transform-origin: 362.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis challenge is to return a Merged set of Contiguous regions with good rgb values. Matrices G6idx and idxrgb will contain updated contents. Original image region indices and rgb values for 6x6 squares will be provided for 21.png. Total score, contiguity, and number of regions will be evaluated. The score must be less than 19000 using less than 60 contiguous merged regions. See template for details of provided inputs.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 156px 8px; transform-origin: 156px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eOutputs: G6idx [67,67] matrix of pointers to idxrgb\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 179px 8px; transform-origin: 179px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e              idxrgb [67*67,3] values of r g b for region blocks\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 365.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 182.75px; text-align: left; transform-origin: 384px 182.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 360px;height: 360px\" 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data-image-state=\"image-loaded\" width=\"360\" height=\"360\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function [G6idx,idxrgb]=grow_regions(G,G6idx,idxrgb,idxrc,G6,maxReg,maxscr,dist2,idxadj,idxA,nr)\r\n %G idxrc G6 nr are not necessary but made available\r\n%G     Goal png img [400 400 3] uint8\r\n%G6idx [nr nr] init idx values 1:nr*nr  4489  *Input/Output\r\n%idxrgb r g b  update to double for processing  * Input/Output\r\n%idxrc  ru rd cL cR  original 6x6 square corners\r\n%G6    Goal png img reduced to size [67 67 3] uint8 and using medians\r\n%maxReg *Constraint: Maximum contiguous regions allowed\r\n%maxscr *Constraint: Maximum image score allowed\r\n%dist2  [qadj,1] square of dist between colors of adjacency\r\n%idxadj [qadj,2] adjacencies [1 2; 1 68; 2 3; 2 69; ...399 400]\r\n%idxA   [qadj,1] area of idx, starts at 36,24, or 16 per idx\r\n%nr    ceil(400/bw)  67\r\n%Parameters used to create above inputs\r\n%bw    6  initial block width,  bottom and right edge blocks are short\r\n%nidx  nr^2\r\n%qadj=nr*nr*2-2*nr; Number of adjacencies\r\n%\r\n\r\n% Output:\r\n%  Updated G6idx giving map to idxrgb; G6idx gives K contig regions\r\n%  Updated idxrgb. These values will be mapped to up-sampled G6_400 in test suite\r\n\r\n%Note: 4430 best region merges will easily score \u003c19000\r\n\r\n  maxdelta=3*255*255;\r\n\r\n  while nnz(idxA)\u003emaxReg %59  67*67=4489 thus 4430 merges to reach 59 regions\r\n   %setting merged region Area to 0 gives easy Region count\r\n   %Region area may be used to wt merged RGB value of regions\r\n   \r\n   mindelta=min(dist2);\r\n   %find first min delta to merge\r\n   %from idxadj get ptr1 ptr2\r\n   %calc new rgb merging regions ptr1,ptr2 using idxrgb,idxA\r\n   %update idxA(ptr1), clear idxA(ptr2)\r\n   %update idxrgb(ptr1), clear idxrgb(ptr2)\r\n   %update G6idx ptr2 values to ptr1\r\n   %set all idxadj(ptr2) values to ptr1\r\n   %recalc dist2 for any ptr1 in idxadj, using new_rgb\r\n   %   except idxadj(ptr1 ptr1) which is set to 0 0 AND dist2()=maxdelta\r\n  \r\n  \r\n  end % while number regions \u003e Threshold\r\n  \r\nend % grow_regions\r\n\r\nfunction dist2=calc_rgbdist(v1,v2) % distance squared\r\n   dist2=sum((v1-v2).^2); %.005\r\nend\r\n\r\nfunction scr=calc_score(G,S)\r\n% Credit to William\r\n  GmSsq=(double(G)-double(S)).^2;\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\nend\r\n","test_suite":"%%\r\n%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\nN=G*0;\r\nvalid=1;\r\n\r\n%init\r\n  %Create grid of NxN with residual edges\r\n  bw=6; % base width/h\r\n  nr=ceil(400/bw);\r\n  G6=zeros(nr,nr,3,'uint8');\r\n  idxrc=zeros(nr*nr,4); %rU rD cL cR area (ru-rd)*(cL-cR)\r\n  ptr=0;\r\n  for c=1:bw:400\r\n   for r=1:bw:400\r\n    ptr=ptr+1;\r\n    idxrc(ptr,:)=[r r+bw-1 c c+bw-1];\r\n   end\r\n  end\r\n  idxrc(idxrc\u003e400)=400; % Trim off excess\r\n  %Will be working area for idxs merged for weighting r g b values\r\n  idxA=(1+idxrc(:,2)-idxrc(:,1)).*(1+idxrc(:,4)-idxrc(:,3)); % Areas\r\n  \r\n  nidx=size(idxrc,1);\r\n  idxrgb=zeros(nidx,3);\r\n  for i=1:nidx\r\n   %idxrgb(i,:)=Medrgb(G(idxrc(i,1):idxrc(i,2), idxrc(i,3):idxrc(i,4),:));\r\n   Greg=G(idxrc(i,1):idxrc(i,2), idxrc(i,3):idxrc(i,4),:);\r\n   rgbTuple=median(Greg,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n   idxrgb(i,:)=rgbTuple(:)';\r\n  end\r\n  \r\n  ptr=0;\r\n  for c=1:nr\r\n   for r=1:nr\r\n    ptr=ptr+1;\r\n    G6(r,c,:)=idxrgb(ptr,:);\r\n   end\r\n  end\r\n  %figure(2);image(G6); % Original 6x6 blocking RGB images 67x67\r\n  \r\n  G6idx=reshape(1:nidx,nr,nr);\r\n  %figure(3);imagesc(mod(G6idx,64)+1, [1 64]);\r\n  \r\n  idxrgb=double(idxrgb); % Want doubles for dist calcs\r\n  \r\n  qadj=nr*nr*2-2*nr;\r\n  idxadj=zeros(qadj,2); % idx idx \r\n  dist2=zeros(qadj,1); % rgb_dist2\r\n  \r\n  ptr=0;\r\n  idx=0;\r\n  for c=1:nr-1\r\n   for r=1:nr-1\r\n    idx=idx+1;\r\n    idxadj(ptr+1,:)=[idx idx+1];  % Below\r\n    idxadj(ptr+2,:)=[idx idx+nr]; % Right\r\n    ptr=ptr+2;\r\n   end\r\n   idx=idx+1;\r\n   idxadj(ptr+1,:)=[idx idx+nr]; % Right\r\n   ptr=ptr+1;\r\n   % Bottom row only to the right\r\n  end\r\n  \r\n  for r=1:nr-1 %Final column, only below\r\n   idx=idx+1;\r\n   idxadj(ptr+1,:)=[idx idx+1];  % Below\r\n   ptr=ptr+1;\r\n  end\r\n  \r\n  \r\n  for i=1:qadj\r\n   p1=idxadj(i,1);\r\n   p2=idxadj(i,2);\r\n   \r\n   %dist2(i)=calc_rgbdist(idxrgb(p1,:),idxrgb(p2,:));\r\n   v1=idxrgb(p1,:);\r\n   v2=idxrgb(p2,:);\r\n   dist2(i)=sum((v1-v2).^2);\r\n  end\r\n  \r\n%G     png img [400 400 3] uint8\r\n%bw    6  initial block width,  bottom and right edge blocks are short\r\n%nr    ceil(400/bw)  67\r\n%G6idx [nr nr] init idx values 1:nr*nr  4489  *Input/Output\r\n%nidx  nr^2\r\n%idxrc  ru rd cL cR\r\n%idxrgb r g b  update to double for processing  * Input/Output\r\n%qadj=nr*nr*2-2*nr; Number of adjacencies\r\n%idxA   [qadj,1] area of idx, starts at 36,24, or 16 per idx\r\n%idxadj [qadj,2] adjacencies [1 2; 1 68; 2 3; 2 69 ...]\r\n%dist2  [qadj,1] square of dist between colors of adjacency\r\n%G6    png img of size [67 67 3] uint8\r\n%G6_400 png img [400 400 3] uint8 with values assigned based on regions\r\n%maxReg\r\n\r\n maxReg=59;\r\n maxscr=19000;\r\n \r\n [G6idx,idxrgb]=grow_regions(G,G6idx,idxrgb,idxrc,G6,maxReg,maxscr,dist2,idxadj,idxA,nr);\r\n \r\n% Regions\r\n regions=unique(G6idx(:));\r\n num_regions=length(regions);\r\n if num_regions\u003emaxReg\r\n  fprintf('Regions: %i exceed Max Regions:%i\\n',num_regions,maxReg)\r\n  valid=0;\r\n else\r\n  fprintf('Pass:Regions:%i\\n',num_regions);\r\n  valid=1;\r\n end\r\n% Verify regions is num_regions\u003cmaxReg\r\n\r\n%Display unique regions up to 64 with unique colors\r\n  Gzidx=G6idx; %Remap idx values to 1:numReg\r\n  u=unique(G6idx(:))';\r\n  for i=1:length(u)\r\n   Gzidx(Gzidx==u(i))=i;\r\n  end\r\n\r\n  %Create a textual visualization of regions\r\n  strv='';\r\n  strmap='123456789abcdefghijkmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ.,?!\"[]{}\\|@#$%^\u0026*()-_+=';\r\n  for i=1:nr \r\n   for j=1:nr\r\n    strv(j)=strmap(Gzidx(i,j));\r\n   end\r\n   fprintf('%s\\n',strv)\r\n  end\r\n  \r\n%Using original G6idx verify contiguity\r\n LE=1:nr; %Create lists of border indices for edge checks\r\n TE=1:nr:nr*nr;\r\n BE=TE+(nr-1);\r\n RE=TE(end):nr*nr;\r\n\r\n %u is unique G6idx values\r\n for i=u   %1 is unmerged, 2 is new adj, 0 is cleared, Valid is no residual 1\r\n  %Fast method is while loops in U,D,R,L directions to create 2s\r\n  Gmap=G6idx*0;\r\n  Gmap(G6idx==i)=1;\r\n  ptr=find(Gmap==1,1,'first');\r\n  Gmap(ptr)=2;\r\n  while nnz(Gmap(:)==2)\u003e0\r\n   ptr2s=find(Gmap==2)';\r\n   Gmap(Gmap==2)=0;\r\n   for j=ptr2s % Process UDLR\r\n    ju=j;jd=j;jr=j;jL=j;\r\n    \r\n    %U\r\n    while ~nnz(TE==ju) % Non-edge\r\n     ju=ju-1;\r\n     if Gmap(ju)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(ju)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    %D\r\n    while ~nnz(BE==jd) % Non-edge\r\n     jd=jd+1;\r\n     if Gmap(jd)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(jd)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    %R\r\n    while ~nnz(RE==jr) % Non-edge\r\n     jr=jr+nr;\r\n     if Gmap(jr)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(jr)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    %L\r\n    while ~nnz(LE==jL) % Non-edge\r\n     jL=jL-nr;\r\n     if Gmap(jL)\u003e0 % Allow prior Horiz block a vertical run so use \u003e0\r\n      Gmap(jL)=2;\r\n     else % Hit a zero so done extending\r\n      break\r\n     end\r\n    end\r\n    \r\n   end %j\r\n   \r\n  end % nnz(Gmap(:)==2)\u003e0\r\n  \r\n  if nnz(Gmap==1) % Failed condition, someone remained isoloated\r\n   fprintf('Non-Contig region %i\\n',i)\r\n   valid=0;\r\n   break\r\n  end\r\n  \r\n end % for i=u\r\n \r\n\r\n% Create G6 from G6idx, idxrgb\r\n  for c=1:nr\r\n   for r=1:nr\r\n    G6(r,c,:)=idxrgb(G6idx(r,c),:);\r\n   end\r\n  end\r\n%  figure(2);image(G6); % Original 6x6 blocking RGB images 67x67\r\n  \r\n% Create G6_400 from G6idx, idxrgb  \r\n  G6_400=G*0;\r\n  inr=0;\r\n  for ic=1:nr\r\n   for ir=1:nr\r\n    inr=inr+1;\r\n    G6_400(idxrc(inr,1):idxrc(inr,2),idxrc(inr,3):idxrc(inr,4),1)= ...\r\n      G6(ir,ic,1);\r\n    G6_400(idxrc(inr,1):idxrc(inr,2),idxrc(inr,3):idxrc(inr,4),2)= ...\r\n      G6(ir,ic,2);\r\n    G6_400(idxrc(inr,1):idxrc(inr,2),idxrc(inr,3):idxrc(inr,4),3)= ...\r\n      G6(ir,ic,3);\r\n   end %ir\r\n  end %ic\r\n  \r\n  \r\n  %figure(6);image(G6_400);\r\n  %scr=calc_score(G,G6_400); % 18582 with 59 regions png21\r\n  GmSsq=(double(G)-double(G6_400)).^2; % William\r\n  dis=sqrt(sum(GmSsq,3));\r\n  scr=round(0.005*sum(dis(:)));\r\n  \r\n  %13895 for 6x6 blks png21\r\n  if scr\u003emaxscr\r\n   fprintf('Lose:G6_400 Score:%i greater than maxscr:%i\\n',scr,maxscr); \r\n   valid=0;\r\n  else\r\n   fprintf('Pass:G6_400 Score:%i\\n',scr); %13895 for 6x6 blks png21\r\n  end\r\n\r\nassert(valid)\r\n\r\n%function [rgb]=Medrgb(G)\r\n% rgbTuple=median(G,[1 2]); % [1 1 3] tuple  %credit Christian Schröder\r\n% rgb=rgbTuple(:)';\r\n%end %Medrgb\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-23T19:15:48.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-23T18:04:01.000Z","updated_at":"2024-12-11T02:39:09.000Z","published_at":"2023-06-23T19:15:50.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/19/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge of Merging regions is addressed by \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://teletype.in/@bminaiev/icfpc-2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eRGB Team\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e as a second step prior to Local Optimization.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis challenge is to return a Merged set of Contiguous regions with good rgb values. Matrices G6idx and idxrgb will contain updated contents. Original image region indices and rgb values for 6x6 squares will be provided for 21.png. Total score, contiguity, and number of regions will be evaluated. The score must be less than 19000 using less than 60 contiguous merged regions. See template for details of provided inputs.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutputs: G6idx [67,67] matrix of pointers to idxrgb\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e              idxrgb [67*67,3] values of r g b for region blocks\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" 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2022 - Create Command Script from Color-Region-Fill","description":"The ICFP2023 Challenge is Jul 7-10, registraion opens late June. Updates at TwitICFP2023. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\r\nThe ICFP2022 HomePage has details of the RoboPaint contest. Twit2022, WriteUps, PriorEvents, Spec, ImageSubmissions, Puzzles, SawickiSolutions are useful links. Posted 6/27/23.\r\nThe of Command Scripting is detailed in the function template. The commands have been matrixed and simplified but are based onthe Spec. Commands are Horiz split, Vertical split, Quad split, Color, and Reset.\r\nGiven a sequence of regions and colors writes that produce the Lower Right image, Img 13999, create commands to fill the image. The Goal 21.png.  Base costs  Cmds:1525, Img 13999, Submission combined score must be less than 17000.\r\nVisualizations of Image creation: [21 FBS Draw], adjust speed in settings.\r\nInput: Color regions  [M,7] of [r1 r2 c1 c2 r g b] where r1,c1 is TopLeft of a square and r2,c2 is BotRight\r\nOutput: cmds  [N,5] matrix of integer cmd, index, and parameters that vary based on cmd\r\n ","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 659.5px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 329.75px; transform-origin: 407px 329.75px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2023.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 197.5px 8px; transform-origin: 197.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2023\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwitICFP2023\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 95px 8px; transform-origin: 95px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 14.5px 8px; transform-origin: 14.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP2022 HomePage\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 120px 8px; transform-origin: 120px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e has details of the RoboPaint contest. \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://twitter.com/icfpcontest2022\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eTwit2022\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/writeups/\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eWriteUps\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://www.icfpconference.org/contest.html\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePriorEvents\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSpec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eImageSubmissions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003ePuzzles\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 4px 8px; transform-origin: 4px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e, \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"/#null\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eSawickiSolutions\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 103.5px 8px; transform-origin: 103.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e are useful links. Posted 6/27/23.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 381.5px 8px; transform-origin: 381.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe of Command Scripting is detailed in the function template. The commands have been matrixed and simplified but are based onthe Spec. Commands are Horiz split, Vertical split, Quad split, Color, and Reset.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 376px 8px; transform-origin: 376px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGiven a sequence of regions and colors writes that produce the Lower Right image, Img 13999, create commands to fill the image. The Goal 21.png.  Base costs  Cmds:1525, Img 13999, Submission combined score must be less than 17000.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 105px 8px; transform-origin: 105px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eVisualizations of Image creation: [\u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/19MSfeGmn223KCGujl8Le6tQPqbW4EFXT/view?usp=drive_link\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003e21 FBS Draw\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 82.5px 8px; transform-origin: 82.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e], adjust speed in settings.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 323.5px 8px; transform-origin: 323.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eInput: Color regions  [M,7] of [r1 r2 c1 c2 r g b] where r1,c1 is TopLeft of a square and r2,c2 is BotRight\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 278.5px 8px; transform-origin: 278.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eOutput: cmds  [N,5] matrix of integer cmd, index, and parameters that vary based on cmd\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 365.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 182.75px; text-align: left; transform-origin: 384px 182.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 360px;height: 360px\" 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\" 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data-image-state=\"image-loaded\" width=\"360\" height=\"360\"\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function cmds = create_cmds(regions,G)\r\n% regions is r1 r2 c1 c2 r g bof color regions to create\r\n% G is goal image [400,400,3]\r\n%The FSB set of paint commands balances Img and Cmd costs\r\n% Initial Commands could be\r\n% 4     1   254   254   254\r\n% 1     1   397     0     0\r\n% 4     1   209    88    58\r\n% 0     0     0     0     0\r\n% 3     1   392   381     0\r\n% 4     1    39    12    10\r\n% ...\r\n% 1     1   381     0     0\r\n% 2     1   380     0     0\r\n% 2     1   103     0     0\r\n% 4     4    10     2     4\r\n%\r\n%Painting small regions is very expensive thus overwrites are used\r\n%Creating small regions is expensive. Goal is to cut on largest region possible\r\n\r\n%Create Image script\r\n%  Image Delta Cost ranges around 10K\r\n%  Efficient cmds can be \u003c5K while direct coloring is \u003e100K\r\n%\r\n%Score it for commands\r\n%score it for image deviation \r\n%cost(move,block,canvas)=round(base_cost(move)*size(canvas)/size(block)\r\n%Point Cut 10  Done on abs of canvas, creates 4 sub-indices\r\n%Line Cut   7  Done on abs of canvas, creates 2 sub-indices\r\n%Color      5  Index filled by r,g,b\r\n%Swap       3  Index to Index swaps r,g,b contents\r\n%Merge      1  Index with Index creates new Level0 index\r\n%Reset      1\r\n% size(rect)=width*height\r\n%Similarity Checker\r\n%alpha=.005\r\n% for each pixel\r\n% rdist=(p1.r-p2.r)^2\r\n% gdist=(p1.g-p2.g)^2\r\n% bdist=(p1.b-p2.b)^2\r\n% dist=(rdist+gdist+bdist)^.5\r\n%scr_diff=round(alpha*sum(dist(:))\r\n%\r\n%Command costs\r\n%Reset/H/V/XY/C/M/S 1/7/7/10/5/1/3  [0:6] cmd ids\r\n%cmds have various numbers of parameters\r\n% cmd: cmdId region p1 p2 p3    Note: no region for reset\r\n% Reset cost is based on 1*(160000/(sum of min+max regions) \r\n% Reset is a matlab variant to simplify cmds\r\n% [1] is the starting regions andafter reset, ones(400)\r\n% H: 1 1 100 0 0 creates [1;2] where 1 is [1:100,1:400] 2 is [101:400 1:400]\r\n%  the cost is based on orig ones(400) thus 7, 1\u003c=p1\u003c400\r\n% V: 2 1 100 0 0 creates [1 2] where 1 is [1:400,1:100] 2 is [1:400 101:400]\r\n%  the cost is based on orig ones(400) thus 7, 1\u003c=p1\u003c400\r\n% XY: 3 1 100 150 0 creates [1 2;4 3] cost uses orig ones(400) thus 10, p1\u003c400, p2\u003c400\r\n%  1 is [  1:100,  1:150] 2 is [  1:100 151:400]\r\n%  4 is [101:400,  1:150] 3 is [101:400 151:400]\r\n% Color: 4 1 r g b sets all points in reg 1 to rgb, cost 5, 0\u003c=rgb\u003c=255\r\n% Swap: Not implemented\r\n% Merge: 6 idx1 idx2 0 0, Cost based on combined area idx1+idx2\r\n%  For XY example a cmd 6 1 2 0 0 sets idx2 to 1. [1:100 1:400] cost 1*4\r\n%\r\n% Commanding examples for the various regions\r\n% S=255*ones(400,400,3) is starting canvas, White\r\n%Image with (1,1,:)=0, Black square at pixel 1,1\r\n% Direct using XY and Color\r\n% 3 1 1 1 0    Cost 10*1\r\n% 4 1 255 255 255   Cost 5*160000   Coloring small points is costly\r\n% Using H,V,Color\r\n% 1 1 1 0 0    Cost 7*1  creates regions [1;2]\r\n% 2 1 1 0 0    Cost 7*400 with regions [1 3;2 2]\r\n% 5 1 255 255 255   Cost 5*160000   Coloring small points is costly\r\n% Using Color,V,Color,Reset,H,Color\r\n% 4 1 0 0 0   Cost 5   Coloring large areas is cheap\r\n% 2 1 1 0 0   Cost 7   [1 2], 1 is [1:400 1]  2 is [1:400 2:400]\r\n% 4 2 2555 255 255   Cost 5*round(400/400*400/399)=5  Low cost color\r\n% 0 0 0 0 0   Cost 1*1  Merge of 1,2 is whole img\r\n% 1 1 1 0 0   Cost 7   [1; 2], 1 is [1 1:400]  2 is [2:400 1:400]\r\n% 4 2 2555 255 255   Cost 5*round(400/399*400/400)=5  Low cost color\r\n% Total Cost 30\r\n%\r\n% Image with central rectangle [190:230, 210:240,:] set to blk [0 0 0]\r\n%Using  XY,XY,Color\r\n% 3 1 189 209 0   [1 2;4 3] regions [1:189 1:209] [1:189 210:400] 4[190:400 1:209]\r\n%   region 3: [190:400 210:400]  Cost 10\r\n% 3 3 230 240 0] regions [1 2 2;4 3 5;4 7 6] with 3 becoming [190:230, 210:240]\r\n%  New regions are numbers CW/L-R,T-B with base region value unchanged\r\n%  cost 10*round(400/211*400/191)=10*4=40\r\n% 4 3 0 0 0   Cost 5*round(400/41*400/31)=5*126=630  Moderate cost color\r\n% Total Cost 680    XY,XY,Color\r\n%Using V,V,H,H,C\r\n% 2 1 209 0 0  [1 2] regs [1:400 1:209] [1:400 210:400]  Cost 7\r\n% 2 2 240 0 0  [1 2 3] regs 2[1:400 210:240] 3[1:400 241:400]  Cost 14\r\n% 1 2 230 0 0  [1 2 3;1 4 3] regs 2[1:230 210:240] 4[231:400 210:240]  Cost 91\r\n% 1 2 209 0 0  [1 2 3;1 5 3;1 4 3] regs 2[1:209 210:240] 5[210:230 210:240]  Cost 154\r\n% 4 5 0 0 0   Cost 5*round(400/41*400/31)=5*126=630  Moderate cost color\r\n% Total Cost 896  V,V,H,H,C\r\n\r\n%Using XY,Color,Reset,V,Color,Reset,H,Color\r\n% 3 1 189 209 0  [1 2;4 3] regs [1:189 1:209] [1:189 210:400] 4[190:400 1:209]\r\n%   region 3: [190:400 210:400]  Cost 10\r\n% 4 3 0 0 0  Cost 5*round(400/211*400/191)=5*4=20\r\n% 0 0 0 0 0  Cost 1*round(160000/(44099+40301))=2   Reset\r\n% 2 1 240 0 0  [1 2] regs [1:400 1:240] [1:400 241:400]  Cost 7\r\n% 4 2 0 0 0  Cost 5*round(400/400*400/160)=5*3=15\r\n% 0 0 0 0 0  Cost 1   Reset\r\n% 1 1 230 0 0  [1; 2] regs [1:230 1:4000] [231:400 1:400]  Cost 7\r\n% 4 2 0 0 0  Cost 5*round(400/171*400/400)=5*2=10\r\n% Total Cost 72   XY,Color,Reset,V,Color,Reset,H,Color\r\n\r\n  cmds=[];\r\n  \r\n  %Suggested outline : Focus is on optimizing cuts in Best_Draw2\r\n  Gidx=ones(size(G,1));\r\n  bArea=400*400;\r\n  for ireg=1:size(regions,1) % Draw2\r\n   vrrcc=regions(ireg,:);\r\n   GregA=(vrrcc(2)-vrrcc(1)+1)*(vrrcc(4)-vrrcc(3)+1);\r\n   ptr=1; \r\n   Gidx=Gidx*0+1; % Assume start each region with a clean idx board\r\n  \r\n   while nnz(Gidx==ptr)\u003eGregA % Algorithm does not allow to be \u003c GregA\r\n    [bGidx,bcmd,p1,p2]=Best_Draw2(Gidx,vrrcc);\r\n    cmds=[cmds;bcmd ptr p1 p2 0]; % H/V/XY  Multiple H/V/XY cmds to create region\r\n    Gidx=bGidx;\r\n    ptr=Gidx(vrrcc(1),vrrcc(3)); % used in while for next H/V/XY cmd and  Color cmd\r\n   end\r\n  \r\n   cmds=[cmds;4 ptr vrrcc(5:7)]; % Color Command\r\n  \r\n   if nnz(Gidx==1)==bArea,continue;end\r\n   if ireg==size(regions,1),continue;end % No final reset\r\n   cmds=[cmds;0 0 0 0 0]; % Reset Command     ptr=1 Gidx(:,:)=1 \r\n  end % ireg \r\nend % create cmds\r\n\r\nfunction [bGidx,bcmd,p1,p2]=Best_Draw2(Gidx,vrrcc)\r\n %vrrcc goal region draw/color  r1 r2 c1 c2 r g b\r\n % Hr1 Hr2 Vc1 Vc2 xyTL xyLR xyTR xyLL\r\n bcmd=0;p1=0;p2=0;bGidx=Gidx;\r\n ptrmax=max(Gidx(:));\r\n Amax=0; %\r\n \r\n gr1=vrrcc(1);gr2=vrrcc(2);gc1=vrrcc(3);gc2=vrrcc(4); %goal region\r\n gA=(gr2-gr1+1)*(gc2-gc1+1); % Goal region Area\r\n ptr=Gidx(gr1,gc1); % region idx to process\r\n [r1, c1]=find(Gidx==ptr,1,'first'); %Common to H/V/XY/C\r\n [r2, c2]=find(Gidx==ptr,1,'last');\r\n \r\n %Update region that maximizes area unless cmd achieves r1 r2 c1 c2\r\n \r\n %H r1  Gidx(p1+1:r2,c1:c2)=ptrmax+1;  p1=cmd param\r\n  if gr1\u003er1\r\n   nGidx=Gidx;\r\n   nGidx(gr1:r2,c1:c2)=ptrmax+1; %Set new region\r\n   if nnz(nGidx==ptrmax+1)\u003eAmax || nnz(nGidx==ptrmax+1)==gA\r\n    Amax=nnz(nGidx==ptrmax+1);\r\n    p1=gr1-1; %r1\u003c=p1\u003cr2\u003c=400\r\n    bGidx=nGidx;\r\n    bcmd=1;\r\n    if nnz(nGidx==ptrmax+1)==gA, return;end\r\n   end\r\n  end\r\n  \r\n  \r\n  %H r2  Gidx(p1+1:r2,c1:c2)=ptrmax+1;  p1=cmd param\r\n  if r2\u003egr2\r\n   nGidx=Gidx;\r\n   \r\n  end\r\n  \r\n %V c1  Gidx(r1:r2,p1+1:c2)=ptrmax+1;\r\n  if gc1\u003ec1\r\n   nGidx=Gidx;\r\n   nGidx(r1:r2,gc1:c2)=ptrmax+1; %Set new region\r\n   if nnz(nGidx==ptrmax+1)\u003eAmax || nnz(nGidx==ptrmax+1)==gA\r\n    Amax=nnz(nGidx==ptrmax+1);\r\n    p1=gc1-1; %c1\u003c=p1\u003cc2\u003c=400\r\n    bGidx=nGidx;\r\n    bcmd=2;\r\n    if nnz(nGidx==ptrmax+1)==gA, return;end\r\n   end\r\n  end\r\n  \r\n %V c2  Gidx(r1:r2,p1+1:c2)=ptrmax+1;\r\n  if c2\u003egc2\r\n   nGidx=Gidx;\r\n   \r\n  end\r\n  \r\n%   Gidx(r1:p1,c1:p2)=ptr; % TL region\r\n%   Gidx(r1:p1,p2+1:c2)=ptrmax+1; % region to right is new\r\n%   Gidx(p1+1:r2,p2+1:c2)=ptrmax+2; % region to right and down is new\r\n%   Gidx(p1+1:r2,c1:p2)=ptrmax+3; % region to below  is new\r\n    \r\n % XY r1c1 gr1gc1 TL reg3\r\n  if r1\u003cgr1 \u0026\u0026 c1\u003cgc1 % Process only if gr1gc1 contained within r1, skip r1==gr1,c1=gc1\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   %nGidx(r1:gr1-1,c1:gc1-1)=ptr; % Unchanged sectionID when move TL\r\n   nGidx(r1:gr1-1,gc1:c2)=ptrmax+1; \r\n   nGidx(gr1:r2,gc1:c2)=ptrmax+2; % Keep region TL to BR\r\n   nGidx(gr1:r2,c1:gc1-1)=ptrmax+3;\r\n   if nnz(nGidx==ptrmax+2)\u003eAmax || nnz(nGidx==ptrmax+2)==gA\r\n    p1=gr1-1; %r1\u003c=p1\u003cr2\u003c=400\r\n    p2=gc1-1; %c1\u003c=p2\u003cc2\u003c=400\r\n    bGidx=nGidx;\r\n    bcmd=3;\r\n    if nnz(nGidx==ptrmax+2)==gA, return;end\r\n   end\r\n  end\r\n    \r\n  % XY r2c2 gr2gc2  BR Corner gives reg1, +0\r\n  if r2\u003egr2 \u0026\u0026 c2\u003egc2 % Process only if gr2gc2 contained within r2, skip r2==gr2,c2=gc2\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   \r\n  end\r\n    \r\n  % XY r1c2 gr1gc2  TR corner gives reg4, +3\r\n  if r1\u003cgr1 \u0026\u0026 c2\u003egc2 % Process only if gr1gc1 contained within r1, skip r1==gr1,c1=gc1\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   \r\n  end\r\n  \r\n  % XY r2c1 gr2 gc1 BL corner gives reg2, +1\r\n  if r2\u003egr2 \u0026\u0026 c1\u003cgc1 % Process only if gr2gc1 contained within r2, skip r2==gr2,c1=gc1\r\n   nGidx=Gidx; %p1=gr1-1  p2=gc1-1\r\n   \r\n  end\r\n  \r\nend % Best_Draw2\r\n\r\n\r\n\r\nfunction [S,Gidx,CmdCost]=cmd_exec(cmd,S,Gidx,CmdCost)\r\n%This is how commands are executed and cmd costs evaluated\r\n%cmd: [cmd_id idx p1 p2 p3]\r\n%S image [400,400,3] initially all 255\r\n%Gidx working matrix of prior cmd idx updates. Set to all 1s upon Reset\r\n%CmdCost is running command costs based on area to be split/colored/reset\r\n ptrmax=max(Gidx(:));\r\n bArea=160000; % 400*400\r\n cmdscale=[7 7 10 5 1 3];\r\n \r\n %Calc cmd cost\r\n if cmd(1)==0 % reset  bArea/sum(max+min)\r\n  \r\n  qH=bArea; qL=0;\r\n  if ptrmax\u003e1\r\n   qH=0;\r\n   qL=bArea;\r\n  end\r\n  \r\n  for j=1:ptrmax\r\n   qt=nnz(Gidx(:)==j);\r\n   if qt\u003eqH\r\n    qH=qt;\r\n   end\r\n   if qt\u003cqL\r\n    qL=qt;\r\n   end\r\n  end\r\n  \r\n  Lcmdcost=1*round(bArea/(qH+qL));\r\n  CmdCost=CmdCost+Lcmdcost;\r\n else % H/V/XY/C  ignore merge and swap\r\n  Acmd=nnz(Gidx==cmd(2));\r\n  Lcmdcost=cmdscale(cmd(1))*round(bArea/Acmd);\r\n  CmdCost=CmdCost+Lcmdcost;\r\n end\r\n \r\n if cmd(1)==0 % reset\r\n  Gidx=0*Gidx+1;\r\n  return;\r\n end % Reset\r\n \r\n [r1, c1]=find(Gidx==cmd(2),1,'first'); %Common to H/V/XY/C\r\n [r2, c2]=find(Gidx==cmd(2),1,'last');\r\n \r\n if cmd(1)==4 % color 4 ptr r g b\r\n  S(r1:r2,c1:c2,1)=cmd(3); %r\r\n  S(r1:r2,c1:c2,2)=cmd(4); %g\r\n  S(r1:r2,c1:c2,3)=cmd(5); %b  \r\n end % Color\r\n \r\n if cmd(1)==1 %H  1 ptr p1 0 0\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  Gidx(p1+1:r2,c1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==2 %V  2 ptr p1 0 0\r\n  p1=cmd(3); %c c1\u003c=p1\u003cc2\u003c=400\r\n  Gidx(r1:r2,p1+1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==3 %XY  3 ptr p1 p2 0 [1 1;1 1] becomes [1 2;4 3]\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  p2=cmd(4); %c c1\u003c=p2\u003cc2\u003c=400\r\n  Gidx(r1:p1,p2+1:c2)=ptrmax+1; % region to right is new\r\n  Gidx(p1+1:r2,p2+1:c2)=ptrmax+2; % region to right and down is new\r\n  Gidx(p1+1:r2,c1:p2)=ptrmax+3; % region to below  is new\r\n end\r\n \r\nend % cmd_exec","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n\r\n%21.png\r\nG=imread('https://drive.google.com/uc?export=download\u0026id=1ExUg4hujk4-kH9YWDvbFeRvKj2l5ujKl');\r\n% rT rBL cL cR r g b\r\nregions=[1 400 1 400 254 254 254 255 \r\n1 397 1 400 209 88 58 255 \r\n1 392 1 381 39 12 10 255 \r\n1 397 1 374 217 218 210 255 \r\n1 381 104 380 10 2 4 255 \r\n1 396 103 144 231 230 219 255 \r\n1 387 1 49 46 34 27 255 \r\n1 354 1 144 161 150 133 255 \r\n1 347 1 245 199 200 200 255 \r\n1 375 252 375 42 41 163 255 \r\n1 353 1 151 28 10 13 255 \r\n1 397 1 41 227 202 116 255 \r\n1 297 1 400 232 235 230 255 \r\n1 299 1 382 40 41 41 255 \r\n1 305 1 375 22 14 19 255 \r\n1 297 1 246 204 203 199 255 \r\n1 360 1 41 243 214 122 255 \r\n1 297 254 375 229 230 222 255 \r\n1 304 7 151 28 10 14 255 \r\n1 253 1 381 29 26 26 255 \r\n1 253 1 253 14 3 5 255 \r\n1 246 1 383 50 51 50 255 \r\n1 245 1 375 245 244 231 255 \r\n1 245 1 318 48 47 48 255 \r\n1 245 1 311 229 230 216 255 \r\n1 246 1 253 43 21 21 255 \r\n1 246 1 246 195 69 42 255 \r\n1 226 1 246 202 73 44 255 \r\n1 297 1 41 227 233 226 255 \r\n1 199 1 319 53 51 50 255 \r\n1 200 1 311 237 238 227 255 \r\n1 200 32 284 229 226 211 255 \r\n1 200 42 254 210 80 51 255 \r\n1 151 10 382 31 21 13 255 \r\n1 144 1 391 229 231 223 255 \r\n1 143 4 384 251 251 240 255 \r\n1 144 42 384 242 217 135 255 \r\n5 152 42 255 211 84 57 255 \r\n12 50 9 384 37 21 16 255 \r\n1 43 256 377 241 215 133 255 \r\n1 42 1 247 238 235 225 255];\r\n\r\ncmds = create_cmds(regions,G);\r\n\r\n%Evaluate cmds\r\nS=G*0+255;\r\nGidx=ones(400);\r\nCmdCost=0;\r\nbArea=400*400;\r\ncmdscale=[7 7 10 5 1 3]; %Reset/H/V/XY/C/M/S 1/7/7/10/5/1/3  [0:6] cmd ids\r\n\r\nfor icmd=1:size(cmds,1)\r\n cmd=cmds(icmd,:);\r\n ptrmax=max(Gidx(:));\r\n %Calc cmd cost\r\n if cmd(1)==0 % reset  bArea/sum(max+min)\r\n  \r\n  qH=bArea; qL=0;\r\n  if ptrmax\u003e1\r\n   qH=0;\r\n   qL=bArea;\r\n  end\r\n  \r\n  for j=1:ptrmax\r\n   qt=nnz(Gidx(:)==j);\r\n   if qt\u003eqH\r\n    qH=qt;\r\n   end\r\n   if qt\u003cqL\r\n    qL=qt;\r\n   end\r\n  end\r\n  Lcmdcost=1*round(bArea/(qH+qL));\r\n else % H/V/XY/C  ignore merge and swap\r\n  Acmd=nnz(Gidx==cmd(2));\r\n  Lcmdcost=cmdscale(cmd(1))*round(bArea/Acmd);\r\n end\r\n CmdCost=CmdCost+Lcmdcost;\r\n \r\n if cmd(1)==0 % reset\r\n  Gidx=0*Gidx+1;\r\n  continue;\r\n end % Reset\r\n \r\n [r1, c1]=find(Gidx==cmd(2),1,'first'); %Common to H/V/XY/C\r\n [r2, c2]=find(Gidx==cmd(2),1,'last');\r\n \r\n if cmd(1)==4 % color 4 ptr r g b\r\n  S(r1:r2,c1:c2,1)=cmd(3); %r\r\n  S(r1:r2,c1:c2,2)=cmd(4); %g\r\n  S(r1:r2,c1:c2,3)=cmd(5); %b  \r\n end % Color\r\n \r\n if cmd(1)==1 %H  1 ptr p1 0 0\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  Gidx(p1+1:r2,c1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==2 %V  2 ptr p1 0 0\r\n  p1=cmd(3); %c c1\u003c=p1\u003cc2\u003c=400\r\n  Gidx(r1:r2,p1+1:c2)=ptrmax+1; % region below line gets increased\r\n end\r\n \r\n if cmd(1)==3 %XY  3 ptr p1 p2 0 [1 1;1 1] becomes [1 2;4 3]\r\n  p1=cmd(3); %r r1\u003c=p1\u003cr2\u003c=400\r\n  p2=cmd(4); %c c1\u003c=p2\u003cc2\u003c=400\r\n  Gidx(r1:p1,p2+1:c2)=ptrmax+1; % region to right is new\r\n  Gidx(p1+1:r2,p2+1:c2)=ptrmax+2; % region to right and down is new\r\n  Gidx(p1+1:r2,c1:p2)=ptrmax+3; % region to below  is new\r\n end\r\nend % icmd\r\n\r\n\r\n%Evaluate Img Score\r\n GmSsq=(double(G)-double(S)).^2;\r\n dis=sqrt(sum(GmSsq,3));\r\n scr=round(0.005*sum(dis(:)));\r\n \r\n fprintf('CmdScore: %i    Img Score:%i\\nTotal:%i\\n',CmdCost,scr,CmdCost+scr)\r\n if CmdCost+scr\u003e17000\r\n  fprintf('Combined Score Too High\\n')\r\n end\r\n \r\nvalid=(scr+CmdCost)\u003c=17000;\r\nassert(valid)\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":2,"created_by":3097,"edited_by":3097,"edited_at":"2023-06-28T01:46:42.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-06-27T23:57:46.000Z","updated_at":"2023-06-28T01:46:44.000Z","published_at":"2023-06-28T01:46:44.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2023.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e Challenge is Jul 7-10, registraion opens late June. Updates at \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2023\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwitICFP2023\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e. These contests are insanely complicated and competitive. The challenge evolves every 12 hours with new files and rule updates.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP2022 HomePage\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e has details of the RoboPaint contest. \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://twitter.com/icfpcontest2022\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eTwit2022\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/writeups/\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eWriteUps\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://www.icfpconference.org/contest.html\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePriorEvents\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://icfpcontest2022.github.io/Specifications/spec_v2_4.pdf\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSpec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://gist.github.com/RafaelBocquet/e464c2d199f2d7a725cafdc22b30df7f\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eImageSubmissions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://github.com/icfpc-unagi/icfpc2022/tree/main/problems\\\"\u003e\u003cw:r\u003e\u003cw:t\u003ePuzzles\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e, \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eSawickiSolutions\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e are useful links. Posted 6/27/23.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe of Command Scripting is detailed in the function template. The commands have been matrixed and simplified but are based onthe Spec. Commands are Horiz split, Vertical split, Quad split, Color, and Reset.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven a sequence of regions and colors writes that produce the Lower Right image, Img 13999, create commands to fill the image. The Goal 21.png.  Base costs  Cmds:1525, Img 13999, Submission combined score must be less than 17000.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eVisualizations of Image creation: [\u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/19MSfeGmn223KCGujl8Le6tQPqbW4EFXT/view?usp=drive_link\\\"\u003e\u003cw:r\u003e\u003cw:t\u003e21 FBS Draw\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e], adjust speed in settings.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eInput: Color regions  [M,7] of [r1 r2 c1 c2 r g b] where r1,c1 is TopLeft of a square and r2,c2 is BotRight\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eOutput: cmds  [N,5] matrix of integer cmd, index, and parameters that vary based on cmd\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"360\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" 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2023 Orchestra:  Score Optimization of Puzzle-17 Second point","description":"The ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The ICFP 2023 Orchestra Spec shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \r\nThis Challenge is to place a second musician onto the stage, mxy, to increase Joy by at least 23400.  The Joy table am is Joy co-factor of each attendee for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\r\nThe Joy here is to brute force a solution.\r\nThe scoring of a placed musician is a discontinuous non-linear function due to vignetting and the 1/distance-squared scaling. There appears to be a grumpy audience cluster at the top left such that vignetting them and their negative Joy raises the Joy of a musician's placement on the xmax stage edge.\r\nGiven all the contest parameters and an initial musician placed at Top-Left of stage (xmax,ymax) return a muscian position (x,y) and type to raise total Joy by at least 23400. A non-integer solution exists with x=xmax.\r\n\r\nThe scoring and blocking functions are provided in the template.\r\n \r\nProblem 17: Stage in Pink and 5000 audience as black dots in top right corner of arena. The first musician is placed at (xmax,ymax)\r\n\r\nThis plot shows the scoring of a second point placed at (xmax, y) where y is the y-axis of the graph and the x-axis is the additive score created by this second point. The first point is placed at (xmax,1220) thus no points allowed (1210:1220]. Down to 1202.6 the entire audience is blocked from viewing. Different samplings are shown: */1, Green/0.1, Black/.01, and Red/.001  To achieve the \u003e23400 requires a resolution of 0.001.  This graph gives clues for limiting the search range.","description_html":"\u003cdiv style = \"text-align: start; line-height: 20.4333px; min-height: 0px; white-space: normal; color: rgb(0, 0, 0); font-family: Menlo, Monaco, Consolas, monospace; font-style: normal; font-size: 14px; font-weight: 400; text-decoration: rgb(0, 0, 0); white-space: normal; \"\u003e\u003cdiv style=\"block-size: 1608px; display: block; min-width: 0px; padding-block-start: 0px; padding-top: 0px; perspective-origin: 407px 804px; transform-origin: 407px 804px; vertical-align: baseline; \"\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 346.5px 8px; transform-origin: 346.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/span\u003e\u003c/span\u003e\u003ca target='_blank' href = \"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\"\u003e\u003cspan style=\"\"\u003e\u003cspan style=\"\"\u003eICFP 2023 Orchestra Spec\u003c/span\u003e\u003c/span\u003e\u003c/a\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 334px 8px; transform-origin: 334px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 382px 8px; transform-origin: 382px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis Challenge is to place a second musician onto the stage, mxy, to increase Joy by at least 23400.  The Joy table am is Joy co-factor of each attendee for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 127.5px 8px; transform-origin: 127.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe Joy here is to brute force a solution.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 63px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 31.5px; text-align: left; transform-origin: 384px 31.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 369px 8px; transform-origin: 369px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe scoring of a placed musician is a discontinuous non-linear function due to vignetting and the 1/distance-squared scaling. There appears to be a grumpy audience cluster at the top left such that vignetting them and their negative Joy raises the Joy of a musician's placement on the xmax stage edge.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 384px 8px; transform-origin: 384px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eGiven all the contest parameters and an initial musician placed at Top-Left of stage (xmax,ymax) return a muscian position (x,y) and type to raise total Joy by at least 23400. A non-integer solution exists with x=xmax.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 0px 8px; transform-origin: 0px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 21px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 10.5px; text-align: left; transform-origin: 384px 10.5px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 202.5px 8px; transform-origin: 202.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThe scoring and blocking functions are provided in the template.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 425.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 212.75px; text-align: left; transform-origin: 384px 212.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline\" 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\" data-image-state=\"image-loaded\"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 2px 8px; transform-origin: 2px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003e \u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 42px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 21px; text-align: left; transform-origin: 384px 21px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 374px 8px; transform-origin: 374px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eProblem 17: Stage in Pink and 5000 audience as black dots in top right corner of arena. The first musician is placed at (xmax,ymax)\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 651.5px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 325.75px; text-align: left; transform-origin: 384px 325.75px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cimg class=\"imageNode\" style=\"vertical-align: baseline;width: 882px;height: 646px\" 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\" data-image-state=\"image-loaded\" width=\"882\" height=\"646\"\u003e\u003c/div\u003e\u003cdiv style=\"block-size: 84px; font-family: Helvetica, Arial, sans-serif; line-height: 21px; margin-block-end: 9px; margin-block-start: 2px; margin-bottom: 9px; margin-inline-end: 10px; margin-inline-start: 4px; margin-left: 4px; margin-right: 10px; margin-top: 2px; perspective-origin: 384px 42px; text-align: left; transform-origin: 384px 42px; white-space: pre-wrap; margin-left: 4px; margin-top: 2px; margin-bottom: 9px; margin-right: 10px; \"\u003e\u003cspan style=\"block-size: auto; display: inline; margin-block-end: 0px; margin-block-start: 0px; margin-bottom: 0px; margin-inline-end: 0px; margin-inline-start: 0px; margin-left: 0px; margin-right: 0px; margin-top: 0px; perspective-origin: 375.5px 8px; transform-origin: 375.5px 8px; unicode-bidi: normal; \"\u003e\u003cspan style=\"\"\u003eThis plot shows the scoring of a second point placed at (xmax, y) where y is the y-axis of the graph and the x-axis is the additive score created by this second point. The first point is placed at (xmax,1220) thus no points allowed (1210:1220]. Down to 1202.6 the entire audience is blocked from viewing. Different samplings are shown: */1, Green/0.1, Black/.01, and Red/.001  To achieve the \u0026gt;23400 requires a resolution of 0.001.  This graph gives clues for limiting the search range.\u003c/span\u003e\u003c/span\u003e\u003c/div\u003e\u003c/div\u003e\u003c/div\u003e","function_template":"function pxyt = find_pxyt(mxy,mu,am,axy,xmin,xmax,ymin,ymax,min_score)\r\n% pxyt  [x,y,musician]; mxy(musician,:)=[x,y] where x is expected to be xmax\r\n%mxy(3,:)=[1022 1220];\r\n \r\n y=1200; %Solve for y such that mpscr \u003e min_score\r\n % Resolution of .001 required to achieve min_score\r\n % Brute force works with bounds from Performance graph\r\n \r\n %The scoring function is discontinuous and non-linear due to vignetting and 1/distance^2 scale\r\n pxy=[xmax y];\r\n [Totscr,muscr,mpscr]=Calc_scoreP(pxy,mxy,mu,am,axy); %Calc scores for pxy placement \r\n % mpscr is pxy score vec of musician types\r\n \r\n pxyt=[xmax y find(mpscr==max(mpscr),1,'first')];\r\n\r\nend % find_pxyt\r\n\r\nfunction [Totscr,muscr,mpscr]=Calc_scoreP(pxy,mxy,mu,am,axy)\r\n%Evaluate pxy for all musician types, only process non [0 0] mxy values\r\n% mpscr is vector of score for all musician types if placed at pxy\r\n%No error checking,volume,pillars\r\n Lmu=length(mu)+1;\r\n mxy=[mxy;pxy]; % augment mxy\r\n na=size(axy,1);\r\n nmut=max(mu);\r\n  \r\n%Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n muscr=zeros(Lmu-1,1);\r\n mpscr=zeros(nmut,1);\r\n dmax=25; % square of the distance 5 vignetting rule\r\n for j=1:Lmu\r\n  if mxy(j,1)==0,continue;end % Unfilled mxy\r\n  for i=1:na\r\n   bflag=0;\r\n   for k=1:Lmu %search for any blockng musician \r\n    if mxy(k,1)==0,continue;end % Unfilled mxy\r\n    if k==j,continue;end\r\n    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(i,1),axy(i,2)); %Intra Seg dist\r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end\r\n   \r\n   if bflag\r\n    continue;\r\n   end\r\n   \r\n   if j==Lmu % Special End Point being evaluated for all types\r\n    for t=1:nmut\r\n     mpscr(t)=mpscr(t)+1000000*am(i,t)/d2am(i,j);\r\n    end\r\n   else % Standard scoring\r\n     muscr(j)=muscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n   end\r\n  end\r\n end\r\n Totscr=sum(muscr);\r\nend %Calc_scoreP\r\n\r\nfunction d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n% Distance Squared from segment only if intra-segment\r\n% reduce to 0\u003c=t\u003c=1\r\n%The point is (px,py) and the segment is [(vx,vy) to (wx,wy)].\r\n% [px py vx vy wx wy]\r\n\r\n d2=Inf;\r\n sL2=(vx-wx)^2+(vy-wy)^2;\r\n t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n if t\u003c0 % Pt beyond normal of segment\r\n  return\r\n elseif t\u003e1 % Pt beyond normal of segment\r\n  return\r\n else\r\n  sx=vx+t*(wx-vx);\r\n  sy=vy+t*(wy-vy);\r\n  d2=(px-sx)^2+(py-sy)^2;\r\n end\r\nend %distP2S2Z\r\n\r\n","test_suite":"%%\r\n%Google Drive Dowloads need to come from shared files\r\n% Tweak link: file/d/ to uc?export=download\u0026id=   while removing /view?usp=sharing\r\n% https://drive.google.com/file/d/1v3GsGgP3p905wzdvUqypL_-djYmxiyzK/view?usp=sharing\r\n% https://drive.google.com/uc?export=download\u0026id=1v3GsGgP3p905wzdvUqypL_-djYmxiyzK\r\n fname='orc_d_mu_axy_am_pxyr.mat';\r\n %orc is a cell array orc{90} for the 90 Problems in ICFP 2023 Orchestra Competition\r\n \r\n % fn.mat  https://drive.google.com/file/d/10GsOZTIjzMIuO7xAYIqLT1zIq9Cyubl-/view?usp=drive_link\r\n % Google Gives warning thus aborts urlwrite\r\n %\r\n %fname='orc_d_mu_axy_am_pxyr.pdf'\r\n %Fake name of .pdf on GoogleDrive,  write as a mat\r\n \r\n url='https://drive.google.com/file/d/1mgxzsmVQNXgqHEdd61QR2r0STm3N9lgG/view?usp=drive_link';\r\n ptr=strfind(url,'/view'); % Tweaking the url\r\n url(ptr:end)=[];\r\n url=strrep(url,'file/d/','uc?export=download\u0026id=');\r\n \r\n tic\r\n urlwrite(url,fname); %Writing GoogleDrive orc.pdf into orc.mat\r\n fprintf('Download 14MB Time: %.1f  sec\\n\\n',toc); %14MB download Time, about 1-3 sec\r\n \r\n%dir_struct=dir;\r\n%for i=1:size(dir_struct,1)\r\n% fprintf('%i %s %i\\n',i,dir_struct(i).name,dir_struct(i).bytes)\r\n%end\r\n\r\nload(fname);\r\nfprintf('\\n\\nmat Load Time: %.1f\\n\\n',toc); %Load Time of orc from .mat, 0.1 sec\r\n\r\ntic\r\npid=17;\r\nd=orc{pid}.d; %[1000 1000 10 990 10 10] room_width room_h xmin xmax ymin ymax\r\nmu=orc{pid}.mu; %[1 2 3 4 5 6 7 8 9 3 4 7 2 1 2 4]\r\naxy=orc{pid}.axy; %[400,2]\r\nam=orc{pid}.am;  %[400,9]  there are 9 musician types 1:9 seen in mu\r\npxyr=orc{pid}.pxyr; %[0,3] Pillars that do not exist in pid 22\r\nrw=d(1);rh=d(2);xmin=d(3);xmax=d(4);ymin=d(5);ymax=d(6);\r\nfprintf('xmin:%i xmax:%i ymin:%i ymax:%i\\n\\n',d(3:6));\r\n\r\nLmu=length(mu); % number of musicians\r\nmxy=zeros(Lmu,2);\r\nnmut=max(mu); % number of musician types\r\nna=size(axy,1); % number of attendees\r\n\r\nmxy(3,:)=[xmax ymax]; %Placed best scoring musician at Corner nearest Audience\r\n \r\nmin_score=23400;\r\nztic=tic;\r\npxyt = find_pxyt(mxy,mu,am,axy,xmin,xmax,ymin,ymax,min_score);\r\nfprintf('x:%.0f y:%.4f t:%.0f  Time:%.3f\\n',pxyt,toc(ztic));\r\n\r\n[bTotscr,muscr]=Calc_score(mxy,mu,am,axy); % Base score prior to adding pxyt\r\nfprintf('Base Score: %.2f\\n',bTotscr);\r\n\r\nif pxyt(3)~=3\r\n mxy(pxyt(3),:)=pxyt(1:2);\r\nelse % should not have a 23400 score\r\n tptr=find(mu==3);\r\n mxy(tptr(end),:)=pxyt(1:2);\r\nend\r\n[Totscr,muscr]=Calc_score(mxy,mu,am,axy); % Base score prior to adding pxyt\r\nfprintf('Total Score: %.2f\\n',Totscr);\r\n\r\n\r\nvalid=Totscr\u003ebTotscr+min_score;\r\nassert(valid)\r\n\r\nfunction [Totscr,muscr]=Calc_score(mxy,mu,am,axy)\r\n%No error checking,volume,pillars\r\n Lmu=length(mu);\r\n na=size(axy,1);\r\n  \r\n%Calc each mu score\r\n d2am=zeros(na,Lmu);\r\n for j=1:Lmu\r\n  d2am(:,j)=sum((axy-mxy(j,:)).^2,2);\r\n end\r\n \r\n muscr=zeros(Lmu,1);\r\n dmax=25;\r\n for j=1:Lmu\r\n  if mxy(j,1)==0,continue;end % Unfilled mxy\r\n  for i=1:na\r\n   bflag=0;\r\n   for k=1:Lmu %search for any blockng musician \r\n    if mxy(k,1)==0,continue;end % Unfilled mxy\r\n    if k==j,continue;end\r\n    dv2=distP2S2Z(mxy(k,1),mxy(k,2),mxy(j,1),mxy(j,2),axy(i,1),axy(i,2)); %Intra Seg dist\r\n    if min(dv2)\u003c=dmax\r\n     bflag=1;\r\n     break;\r\n    end\r\n   end\r\n   \r\n   if bflag\r\n     continue;\r\n   end\r\n   \r\n   muscr(j)=muscr(j)+1000000*am(i,mu(j))/d2am(i,j);\r\n  end\r\n end\r\n Totscr=sum(muscr);\r\nend %Calc_score\r\n\r\nfunction d2=distP2S2Z(px,py,vx,vy,wx,wy)\r\n% Distance from segment only if intra-segment\r\n% reduce to 0\u003c=t\u003c=1\r\n%The point is (px,py) and the segment is [(vx,vy) to (wx,wy)].\r\n% [px py vx vy wx wy]\r\n\r\n d2=Inf;\r\n sL2=(vx-wx)^2+(vy-wy)^2;\r\n %if sL2==0 % Segment is a point  %Error check removed\r\n % d2=(px-vx)^2+(py-vy)^2;\r\n %else % non-point segment\r\n  t=( (px-vx)*(wx-vx)+(py-vy)*(wy-vy) )/sL2;\r\n  if t\u003c0 % Pt beyond normal of segment\r\n   return\r\n   %d2=(px-vx)^2+(py-vy)^2;\r\n  elseif t\u003e1 % Pt beyond normal of segment\r\n    return\r\n   %d2=(px-wx)^2+(py-wy)^2;\r\n  else\r\n   sx=vx+t*(wx-vx);\r\n   sy=vy+t*(wy-vy);\r\n   d2=(px-sx)^2+(py-sy)^2;\r\n  end\r\n %end\r\n %d=sqrt(d2);\r\nend %distP2S2Z\r\n\r\n\r\n","published":true,"deleted":false,"likes_count":0,"comments_count":0,"created_by":3097,"edited_by":3097,"edited_at":"2023-08-09T18:47:46.000Z","deleted_by":null,"deleted_at":null,"solvers_count":1,"test_suite_updated_at":null,"rescore_all_solutions":false,"group_id":1,"created_at":"2023-08-09T13:28:37.000Z","updated_at":"2023-08-09T18:47:47.000Z","published_at":"2023-08-09T18:47:47.000Z","restored_at":null,"restored_by":null,"spam":null,"simulink":false,"admin_reviewed":false,"description_opc":"{\"parts\":[{\"partUri\":\"/matlab/document.xml\",\"contentType\":\"application/vnd.mathworks.matlab.code.document+xml\",\"content\":\"\u003c?xml version=\\\"1.0\\\" encoding=\\\"UTF-8\\\"?\u003e\u003cw:document xmlns:w=\\\"http://schemas.openxmlformats.org/wordprocessingml/2006/main\\\"\u003e\u003cw:body\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe ICFP 2023 Competition in July was to place musicians on a stage to maximize the attendees net Joy.  The \u003c/w:t\u003e\u003c/w:r\u003e\u003cw:hyperlink w:docLocation=\\\"https://drive.google.com/file/d/16GFrZMudBrNwjMi3tOaP_iiSHh5pUtXL/view?usp=sharing\\\"\u003e\u003cw:r\u003e\u003cw:t\u003eICFP 2023 Orchestra Spec\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:hyperlink\u003e\u003cw:r\u003e\u003cw:t\u003e shows details of the contest. The musicians played various instruments with attendees having preference values for each instrument type. Musicians could block attendees from seeing musicians behind them. Blocking occurs if a_i to m_j vector touched within 5 of m_k. No musicians allowed within 10 of one another. \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis Challenge is to place a second musician onto the stage, mxy, to increase Joy by at least 23400.  The Joy table am is Joy co-factor of each attendee for each musician type. Joy is scaled by 1/distance-squared between Musician and Attendee. Joy(j,i)=1000000*am(i,mu(j))/d2(i,j).\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe Joy here is to brute force a solution.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe scoring of a placed musician is a discontinuous non-linear function due to vignetting and the 1/distance-squared scaling. There appears to be a grumpy audience cluster at the top left such that vignetting them and their negative Joy raises the Joy of a musician's placement on the xmax stage edge.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eGiven all the contest parameters and an initial musician placed at Top-Left of stage (xmax,ymax) return a muscian position (x,y) and type to raise total Joy by at least 23400. A non-integer solution exists with x=xmax.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003e\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThe scoring and blocking functions are provided in the template.\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"420\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"560\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId1\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003cw:r\u003e\u003cw:t\u003e \u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eProblem 17: Stage in Pink and 5000 audience as black dots in top right corner of arena. The first musician is placed at (xmax,ymax)\u003c/w:t\u003e\u003c/w:r\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:customXml w:element=\\\"image\\\"\u003e\u003cw:customXmlPr\u003e\u003cw:attr w:name=\\\"height\\\" w:val=\\\"646\\\"/\u003e\u003cw:attr w:name=\\\"width\\\" w:val=\\\"882\\\"/\u003e\u003cw:attr w:name=\\\"verticalAlign\\\" w:val=\\\"baseline\\\"/\u003e\u003cw:attr w:name=\\\"altText\\\" w:val=\\\"\\\"/\u003e\u003cw:attr w:name=\\\"relationshipId\\\" w:val=\\\"rId2\\\"/\u003e\u003c/w:customXmlPr\u003e\u003c/w:customXml\u003e\u003c/w:p\u003e\u003cw:p\u003e\u003cw:pPr\u003e\u003cw:pStyle w:val=\\\"text\\\"/\u003e\u003cw:jc w:val=\\\"left\\\"/\u003e\u003c/w:pPr\u003e\u003cw:r\u003e\u003cw:t\u003eThis plot shows the scoring of a second point placed at (xmax, y) where y is the y-axis of the graph and the x-axis is the additive score created by this second point. The first point is placed at (xmax,1220) thus no points allowed (1210:1220]. Down to 1202.6 the entire audience is blocked from viewing. Different samplings are shown: */1, Green/0.1, Black/.01, and Red/.001  To achieve the \u0026gt;23400 requires a resolution of 0.001.  This graph gives clues for limiting the search 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