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Iterative methods for sparse linear systems

Author: Y Saad
Publisher: Philadelphia : SIAM, ©2003.
Edition/Format:   Print book : English : 2nd edView all editions and formats
Database:WorldCat
Summary:
"[This] gives an in-depth, up-to-date view of practical algorithms for solving large-scale linear systems of equations. These equations can number in the millions and are sparse in the sense that each involves only a small number of unknowns. The methods described are iterative, i.e., they provide sequences of approximations that will converge to the solution". --Back cover.
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Details

Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Y Saad
ISBN: 0898715342 9780898715347
OCLC Number: 51266114
Description: xviii, 528 pages : illustrations ; 25 cm
Contents: Background in linear algebra --
Discretization of partial differential equations --
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 --
Multigrid methods --
Domain decomposition methods.
Responsibility: Yousef Saad.
More information:

Abstract:

"[This] gives an in-depth, up-to-date view of practical algorithms for solving large-scale linear systems of equations. These equations can number in the millions and are sparse in the sense that each involves only a small number of unknowns. The methods described are iterative, i.e., they provide sequences of approximations that will converge to the solution". --Back cover.

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