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Item Details
Title: MATRIX PRECONDITIONING TECHNIQUES AND APPLICATIONS
By: Ke Chen
Format: Electronic book text

List price: £85.00


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ISBN 10: 0511543255
ISBN 13: 9780511543258
Publisher: CAMBRIDGE UNIVERSITY PRESS
Pub. date: 6 January, 2010
Series: Cambridge Monographs on Applied and Computational Mathematics 19
Description: A comprehensive introduction to preconditioning techniques, now an essential part of successful and efficient iterative solutions of matrices.
Synopsis: Preconditioning techniques have emerged as an essential part of successful and efficient iterative solutions of matrices. Ke Chen's book offers a comprehensive introduction to these methods. A vast range of explicit and implicit sparse preconditioners are covered, including the conjugate gradient, multi-level and fast multi-pole methods, matrix and operator splitting, fast Fourier and wavelet transforms, incomplete LU and domain decomposition, Schur complements and approximate inverses. In addition, aspects of parallel realization using the MPI are discussed. Very much a users-guide, the book provides insight to the use of these techniques in areas such as acoustic wave scattering, image restoration and bifurcation problems in electrical power stations. Supporting MATLAB files are available from the Web to support and develop readers' understanding, and provide stimulus for further study. Pitched at graduate level, the book is intended to serve as a useful guide and reference for students, computational practitioners, engineers and researchers alike.
Illustrations: 95 b/w illus. 5 tables
Publication: UK
Imprint: Cambridge University Press (Virtual Publishing)
Returns: Non-returnable
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