Matrix algorithms in MATLAB®

Matrix Algorithms in MATLAB focuses on the MATLAB code implementations of matrix algorithms. The MATLAB codes presented in the book are tested with thousands of runs of MATLAB randomly generated matrices, and the notation in the book follows the MATLAB style to ensure a smooth transition from formulation to the code, with MATLAB codes discussed in this book kept to within 100 lines for the sake of clarity. The book provides an overview and classification of the interrelations of various algorithms, as well as numerous examples to demonstrate code usage and the properties of the presented algorithms. Despite the wide availability of computer programs for matrix computations, it continues to be an active area of research and development. New applications, new algorithms, and improvements to old algorithms are constantly emerging. Presents the first book available on matrix algorithms implemented in real computer code Provides algorithms covered in three parts, the mathematical development of the algorithm using a simple example, the code implementation, and then numerical examples using the code Allows readers to gain a quick understanding of an algorithm by debugging or reading the source code Includes downloadable codes on an accompanying companion website, www.matrixalgorithmsinmatlab.com, that can be used in other software development Content: Half Title Page,Title Page,Copyright,Dedication,Table of Contents,List of Figures,Preface,License TermsEntitled to full textChapter 1 - Introduction, Pages 1-62 Chapter 2 - Direct algorithms of decompositions of matrices by non-orthogonal transformations, Pages 63-136 Chapter 3 - Direct algorithms of decompositions of matrices by orthogonal transformations, Pages 137-186 Chapter 4 - Direct algorithms of solution of linear equations, Pages 187-244 Chapter 5 - Iterative algorithms of solution of linear equations, Pages 245-316 Chapter 6 - Direct algorithms of solution of eigenvalue problem, Pages 317-374 Chapter 7 - Iterative algorithms of solution of eigenvalue problem, Pages 375-418 Chapter 8 - Algorithms of solution of singular value decomposition, Pages 419-444 References, Pages 445-448 Pages 449-460 Focusing on the MATLAB code implementations of matrix algorithms, this book provides an overview and classification of the interrelations of various algorithms, as well as numerous examples to demonstrate code usage and the properties of the presented algorithms. -- Edited summary from book