Development and Assessment of Iterative Methods for Solving Systems of Linear Equations with Applications

S. A. Edalatpanah (Autor)

Buch | Hardcover

175 Seiten

2018
CRC Press (Verlag)
978-1-138-03717-5 (ISBN)

Infos

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.

Inhalt

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.

Produkt-Details

• Erscheint lt. Verlag: 5.11.2018
• Zusatzinfo: 2-page color insert; 4 Illustrations, color; 20 Illustrations, black and white
• Verlagsort: London
• Sprache: englisch
• Maße: 156 x 235 mm
• Themenwelt: Mathematik / Informatik ► Mathematik ► Algebra
• Themenwelt: Mathematik / Informatik ► Mathematik ► Analysis
• ISBN-10: 1-138-03717-6 / 1138037176
• ISBN-13: 978-1-138-03717-5 / 9781138037175
• Zustand: Neuware