A Survey Of Preconditioned Iterative Methods

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A Survey Of Preconditioned Iterative Methods

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Author : Are Magnus Bruaset
language : en
Publisher: Routledge
Release Date : 2018-12-13

A Survey Of Preconditioned Iterative Methods written by Are Magnus Bruaset and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-13 with Mathematics categories.

The problem of solving large, sparse, linear systems of algebraic equations is vital in scientific computing, even for applications originating from quite different fields. A Survey of Preconditioned Iterative Methods presents an up to date overview of iterative methods for numerical solution of such systems. Typically, the methods considered are w

A Survey Of Preconditioned Iterative Methods

DOWNLOAD
Author : Are Magnus Bruaset
language : en
Publisher: Routledge
Release Date : 2018-12-13

A Survey Of Preconditioned Iterative Methods written by Are Magnus Bruaset and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-13 with Mathematics categories.

The problem of solving large, sparse, linear systems of algebraic equations is vital in scientific computing, even for applications originating from quite different fields. A Survey of Preconditioned Iterative Methods presents an up to date overview of iterative methods for numerical solution of such systems. Typically, the methods considered are w

Iterative Methods For Sparse Linear Systems

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Author : Yousef Saad
language : en
Publisher: SIAM
Release Date : 2003-04-01

Iterative Methods For Sparse Linear Systems written by Yousef Saad and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-04-01 with Mathematics categories.

Mathematics of Computing -- General.

Iterative Krylov Methods For Large Linear Systems

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Author : H. A. van der Vorst
language : en
Publisher: Cambridge University Press
Release Date : 2003-04-17

Iterative Krylov Methods For Large Linear Systems written by H. A. van der Vorst and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-04-17 with Mathematics categories.

Computational simulation of scientific phenomena and engineering problems often depends on solving linear systems with a large number of unknowns. This book gives insight into the construction of iterative methods for the solution of such systems and helps the reader to select the best solver for a given class of problems. The emphasis is on the main ideas and how they have led to efficient solvers such as CG, GMRES, and BI-CGSTAB. The author also explains the main concepts behind the construction of preconditioners. The reader is encouraged to gain experience by analysing numerous examples that illustrate how best to exploit the methods. The book also hints at many open problems and as such it will appeal to established researchers. There are many exercises that motivate the material and help students to understand the essential steps in the analysis and construction of algorithms.

A Survey Of Multilevel Preconditioned Iterative Methods

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Author : A. O. H. Axelsson
language : en
Publisher:
Release Date : 1989

A Survey Of Multilevel Preconditioned Iterative Methods written by A. O. H. Axelsson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with categories.

Iterative Methods And Preconditioning For Large And Sparse Linear Systems With Applications

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Author : Daniele Bertaccini
language : en
Publisher: CRC Press
Release Date : 2018-02-19

Iterative Methods And Preconditioning For Large And Sparse Linear Systems With Applications written by Daniele Bertaccini and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-19 with Mathematics categories.

This book describes, in a basic way, the most useful and effective iterative solvers and appropriate preconditioning techniques for some of the most important classes of large and sparse linear systems. The solution of large and sparse linear systems is the most time-consuming part for most of the scientific computing simulations. Indeed, mathematical models become more and more accurate by including a greater volume of data, but this requires the solution of larger and harder algebraic systems. In recent years, research has focused on the efficient solution of large sparse and/or structured systems generated by the discretization of numerical models by using iterative solvers.

A Survey Of Preconditioned Iterative Methods For Linear Systems Of Algebraic Equations

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Author : Catholic University. Department of Mathematics
language : en
Publisher:
Release Date : 1984

A Survey Of Preconditioned Iterative Methods For Linear Systems Of Algebraic Equations written by Catholic University. Department of Mathematics and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with categories.

Iterative Solution Methods

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Author : Owe Axelsson
language : en
Publisher: Cambridge University Press
Release Date : 1996-03-29

Iterative Solution Methods written by Owe Axelsson and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-03-29 with Mathematics categories.

This book deals primarily with the numerical solution of linear systems of equations by iterative methods. The first part of the book is intended to serve as a textbook for a numerical linear algebra course. The material assumes the reader has a basic knowledge of linear algebra, such as set theory and matrix algebra, however it is demanding for students who are not afraid of theory. To assist the reader, the more difficult passages have been marked, the definitions for each chapter are collected at the beginning of the chapter, and numerous exercises are included throughout the text. The second part of the book serves as a monograph introducing recent results in the iterative solution of linear systems, mainly using preconditioned conjugate gradient methods. This book should be a valuable resource for students and researchers alike wishing to learn more about iterative methods.

Templates For The Solution Of Linear Systems

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Author : Richard Barrett
language : en
Publisher: SIAM
Release Date : 1994-01-01

Templates For The Solution Of Linear Systems written by Richard Barrett and has been published by SIAM this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-01-01 with Mathematics categories.

Mathematics of Computing -- Numerical Analysis.

A Survey Of Multilevel Preconditioned Iterative Methods

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Author : Owe Axelsson
language : en
Publisher:
Release Date : 1989

A Survey Of Multilevel Preconditioned Iterative Methods written by Owe Axelsson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1989 with categories.