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Matrix preconditioning techniques an...
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Chen, Ke, (1962-)
Matrix preconditioning techniques and applications /
紀錄類型:
書目-語言資料,印刷品 : Monograph/item
杜威分類號:
512.9434
書名/作者:
Matrix preconditioning techniques and applications // Ke Chen.
其他題名:
Matrix Preconditioning Techniques & Applications
作者:
Chen, Ke,
面頁冊數:
1 online resource (xxiii, 568 pages) : : digital, PDF file(s).
附註:
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
標題:
Differential equations - Numerical solutions
標題:
Iterative methods (Mathematics) - Data processing.
標題:
Integral equations - Numerical solutions
標題:
Sparse matrices - Data processing.
ISBN:
9780511543258 (ebook)
摘要、提要註:
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.
電子資源:
http://dx.doi.org/10.1017/CBO9780511543258
Matrix preconditioning techniques and applications /
Chen, Ke,1962-
Matrix preconditioning techniques and applications /
Matrix Preconditioning Techniques & ApplicationsKe Chen. - 1 online resource (xxiii, 568 pages) :digital, PDF file(s). - Cambridge monographs on applied and computational mathematics ;19. - Cambridge monographs on applied and computational mathematics ;14..
Title from publisher's bibliographic system (viewed on 05 Oct 2015).
Introduction --1.
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.
ISBN: 9780511543258 (ebook)Subjects--Topical Terms:
468477
Differential equations
--Numerical solutions
LC Class. No.: QA188 / .C455 2005
Dewey Class. No.: 512.9434
Matrix preconditioning techniques and applications /
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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.
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http://dx.doi.org/10.1017/CBO9780511543258
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