National Science Library of Georgia

Matrix preconditioning techniques and applications / (Record no. 517975)

MARC details
000 -LEADER
fixed length control field 03328nam a22003978i 4500
001 - CONTROL NUMBER
control field CR9780511543258
003 - CONTROL NUMBER IDENTIFIER
control field UkCbUP
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200124160235.0
006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION
fixed length control field m|||||o||d||||||||
007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION
fixed length control field cr||||||||||||
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 090505s2005||||enk o ||1 0|eng|d
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 9780511543258 (ebook)
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
Cancelled/invalid ISBN 9780521838283 (hardback)
040 ## - CATALOGING SOURCE
Original cataloging agency UkCbUP
Language of cataloging eng
Description conventions rda
Transcribing agency UkCbUP
050 00 - LIBRARY OF CONGRESS CALL NUMBER
Classification number QA188
Item number .C455 2005
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 512.9434
Edition number 22
100 1# - MAIN ENTRY--PERSONAL NAME
Personal name Chen, Ke,
Dates associated with a name 1962-
Relator term author.
245 10 - TITLE STATEMENT
Title Matrix preconditioning techniques and applications /
Statement of responsibility, etc Ke Chen.
246 3# - VARYING FORM OF TITLE
Title proper/short title Matrix Preconditioning Techniques & Applications
264 #1 - Production, Publication, Distribution, Manufacture, and Copyright Notice (R)
Place of production, publication, distribution, manufacture (R) Cambridge :
Name of producer, publisher, distributor, manufacturer (R) Cambridge University Press,
Date of production, publication, distribution, manufacture, or copyright notice 2005.
300 ## - PHYSICAL DESCRIPTION
Extent 1 online resource (xxiii, 568 pages) :
Other physical details digital, PDF file(s).
336 ## - Content Type (R)
Content type term (R) text
Content type code (R) txt
Source (NR) rdacontent
337 ## - Media Type (R)
Media type term (R) computer
Media type code (R) c
Source (NR) rdamedia
338 ## - Carrier Type (R)
Carrier type term (R) online resource
Carrier type code (R) cr
Source (NR) rdacarrier
490 1# - SERIES STATEMENT
სერიის ცნობა Cambridge monographs on applied and computational mathematics ;
Volume number/sequential designation 19
500 ## - GENERAL NOTE
General note Title from publisher's bibliographic system (viewed on 05 Oct 2015).
505 00 - FORMATTED CONTENTS NOTE
Miscellaneous information 1.
Title Introduction --
Miscellaneous information 2.
Title Direct methods --
Miscellaneous information 3.
Title Iterative methods --
Miscellaneous information 4.
Title Matrix splitting preconditioners [T1] : direct approximation of A[subscript nxn] --
Miscellaneous information 5.
Title Approximate inverse preconditioners [T2] : direct approximation of A[subscript nxn][superscript -1] --
Miscellaneous information 6.
Title Multilevel methods and preconditioners [T3] : coarse grid approximation --
Miscellaneous information 7.
Title Multilevel recursive Schur complements preconditioners [T4] --
Miscellaneous information 8.
Title Sparse wavelet preconditioners [T5] : approximation of A[subscript nxn] and A[subscript nxn][superscript -1] --
Miscellaneous information 9.
Title Wavelet Schur preconditioners [T6] --
Miscellaneous information 10.
Title Implicit wavelet preconditioners [T7} --
Miscellaneous information 11.
Title Application I : acoustic scattering modelling --
Miscellaneous information 12.
Title Application II : coupled matrix problems.
520 ## - SUMMARY, ETC.
Summary, etc 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.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Differential equations
General subdivision Numerical solutions
-- Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Iterative methods (Mathematics)
General subdivision Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Integral equations
General subdivision Numerical solutions
-- Data processing.
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name as entry element Sparse matrices
General subdivision Data processing.
776 08 - ADDITIONAL PHYSICAL FORM ENTRY
Display text Print version:
International Standard Book Number 9780521838283
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE
Uniform title Cambridge monographs on applied and computational mathematics ;
Volume number/sequential designation 19.
856 40 - ELECTRONIC LOCATION AND ACCESS
Uniform Resource Identifier <a href="https://doi.org/10.1017/CBO9780511543258">https://doi.org/10.1017/CBO9780511543258</a>

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