Development and Assessment of Iterative Methods for Solving Systems of Linear Equations with Applications
S. A. Edalatpanah(Author)
CRC Press
1st Edition
Book
Hardback
175 pages
978-1-138-03717-5 (ISBN)
Description
Linear systems of equations are typically solved in two different methods: iterative and direct, with the nature of the problem determining which method is most suitable. This book discusses the various numerical methods, especially iterative algorithms, used for solving systems of linear equations, augmented systems, weighted linear least squares problems, linear complementary problems, optimization, and fuzzy systems. There are several applications covered and the efficiency and convergence analysis of these methods is discussed.
More details
Language
English
Place of publication
London
United Kingdom
Publishing group
Taylor & Francis Ltd
Target group
College/higher education
Illustrations
4 farbige Abbildungen, 20 s/w Abbildungen
4 Illustrations, color; 20 Illustrations, black and white
Dimensions
Height: 234 mm
Width: 156 mm
ISBN-13
978-1-138-03717-5 (9781138037175)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Person
Content
Introduction of linear algebra and related topics. Stationary iterative methods. Nonstationary iterative methods. Preconditioning techniques. Augmented system of linear equation, shifted linear systems. Linear systems with multiple right hand side. Rank deficient linear least square problems. Linear complementarity problems. Fuzzy Linear systems. Some models of matrix equation. Page rank problems. Gene rank problems. Image restoration and tomography problems.