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Iterative methods for sparse linear systems

Author: Y Saad
Publisher: Boston : PWS Pub. Co., ©1996.
Series: PWS series in computer science.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
This new and up-to-date book - by a leading authority in the field - examines an advanced set of numerical methods and algorithms that may be used to solve large-scale, complex problems on computers with massive parallel processing capabilities. Drawing on his many years of research, the author uses a wealth of practical applications to illuminate his presentation of theory. This book is a valuable reference for  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Y Saad
ISBN: 053494776X 9780534947767
OCLC Number: 32625286
Description: xvi, 447 pages : illustrations ; 25 cm.
Contents: Background in linear algebra --
Discretization of PDEs --
Sparse matrices --
Basic iterative methods --
Projection methods --
Krylov subspace methods, part I --
Krylov subspace methods, part II --
Methods related to the normal equations --
Preconditioned iterations --
Preconditioning techniques --
Parallel implementations --
Parallel preconditioners --
Domain decomposition methods.
Series Title: PWS series in computer science.
Responsibility: Yousef Saad.

Abstract:

This new and up-to-date book - by a leading authority in the field - examines an advanced set of numerical methods and algorithms that may be used to solve large-scale, complex problems on computers with massive parallel processing capabilities. Drawing on his many years of research, the author uses a wealth of practical applications to illuminate his presentation of theory. This book is a valuable reference for professionals in the fields of computer science and applied mathematics, and engineers interested in problems involving numerical analysis and parallel computing.

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