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Matrix Algorithms in MATLAB
Master, implement, and improve MATLAB code implementations of matrix algorithms with this useful resource for researchers and practitioners working in engineering fields
Ong U. Routh (Author)
9780128038048, Elsevier Science
Paperback, published 30 March 2016
478 pages, 50 illustrations
23.4 x 19 x 3 cm, 1 kg
"After a brief mathematical exposure, the algorithm is presented through the use of real computer codes. This ensures a better understanding of how an algorithm works, than by only studying their pseudo-codes as happens in classical algorithmic books." --Zentralblatt MATH
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.
1. Introduction2. Matrix Decomposition by Non-orthogonal Transformation3. Matrix Decomposition by Orthogonal Transformation4. Direct Algorithms of Solution of Linear Equations5. Iterative Algorithms of Solution of Linear Equations6. Direct Algorithms of Unsymmetric Eigenvalue Problem7. Direct Algorithms of Symmetric Eigenvalue Problem8. Iterative Algorithms of Eigenvalue Problem9. Algorithms of Singular Value Problem
Subject Areas: Programming & scripting languages: general [UMX], Enterprise software [UFL], Technology: general issues [TB], Medical bioinformatics [MBF]
