Numerical Linear Algebra and Matrix Factorizations
Tom Lyche, University of Oslo
Springer International Publishing, 2020
ISBN: 9783030364670;
Language: English
Numerical Linear Algebra and Matrix Factorizations is written for students who have a completed first-year calculus and an introductory course on linear algebra, and that they have some experience with solving mathematical problems on a computer. The book provides detailed proofs of virtually all results. Further, its respective parts can be used independently, making it suitable for self-study. After reading this book, students should be able to analyze computational problems in linear algebra such as linear systems, least squares- and eigenvalue problems, and to develop their own algorithms for solving them.
The book consists of 15 chapters, divided into five thematically oriented parts. The chapters are designed for a one-week-per-chapter, one-semester course. To facilitate self-study, an introductory chapter includes a brief review of linear algebra.
MATLAB code is used througout the book and is also available for download.
