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Optimization in MATLAB: An Introduction to Quadratic Program

version 1.8.0 (102 KB) by Seth DeLand
Files used in "An Introduction to Quadratic Programming" Webinar

4.7K Downloads

Updated 23 Apr 2021

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A control strategy for optimal operation of a hydroelectric dam is found through nonlinear and quadratic programming techniques. We use symbolic math to formulate an original model of the hydroelectric dam and then optimize the operation schedule using FMINCON. We then show how improvements can be made to the optimization process and end up with a quadratic programming problem that can be solved efficiently using the large-scale "interior-point-convex" algorithm with the QUADPROG solver.
These files go along with the "An Introduction to Quadratic Programming" webinar, which can be found here: http://www.mathworks.com/videos/optimization-in-matlab-an-introduction-to-quadratic-programming-81868.html

Cite As

Seth DeLand (2021). Optimization in MATLAB: An Introduction to Quadratic Program (https://www.mathworks.com/matlabcentral/fileexchange/35856-optimization-in-matlab-an-introduction-to-quadratic-program), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2021a
Compatible with R2011b and later releases
Platform Compatibility
Windows macOS Linux

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HydroelectricDamOptimization