Matrix Algorithms In Matlab by Ong U. RouthMatrix Algorithms In Matlab by Ong U. Routh

Matrix Algorithms In Matlab

byOng U. RouthEditorTongru Huo

Paperback | March 29, 2016

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Matrix Algorithms in MATLABfocuses 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,, that can be used in other software development
In 1989, Dr. Ong U. Routh studied computational mechanics and obtained a PhD degree in Tsinghua University, China. In 1991, he worked as a researcher in Osaka University, Japan, developing finite element software for the numerical simulation of sheet metal forming. Since 1999, he has conducted many industrial software projects for the ...
Title:Matrix Algorithms In MatlabFormat:PaperbackDimensions:478 pages, 8.75 × 6.35 × 0.68 inPublished:March 29, 2016Publisher:Academic PressLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:0128038047

ISBN - 13:9780128038048


Table of Contents

Chapter 1 Introduction
Chapter 2 Matrix Decomposition by Non-orthogonal Transformation
Chapter 3 Matrix Decomposition by Orthogonal Transformation
Chapter 4 Direct Algorithms of Solution of Linear Equations
Chapter 5 Iterative Algorithms of Solution of Linear Equations
Chapter 6 Direct Algorithms of Unsymmetric Eigenvalue Problem
Chapter 7 Direct Algorithms of Symmetric Eigenvalue Problem
Chapter 8 Iterative Algorithms of Eigenvalue Problem
Chapter 9 Algorithms of Singular Value Problem