Matrix Preconditioning Techniques and Applications

Matrix Preconditioning Techniques and Applications

by Ke Chen
     
 

A comprehensive introduction to preconditioning techniques, now an essential part of successful and efficient iterative solutions of matrices.See more details below

Overview

A comprehensive introduction to preconditioning techniques, now an essential part of successful and efficient iterative solutions of matrices.

Product Details

ISBN-13:
9780521838283
Publisher:
Cambridge University Press
Publication date:
07/28/2005
Series:
Cambridge Monographs on Applied and Computational Mathematics Series, #19
Pages:
592
Product dimensions:
6.85(w) x 9.72(h) x 1.34(d)

Table of Contents

1. Introduction; 2. Direct methods; 3. Iterative methods; 4. Matrix splitting preconditioners [t1]; 5. Approxi,ate inverse preconditioners [t2]; 6. Multilevel methods and preconditioners [t3]; 7. Multilevel recursive Schur complements preconditioners; 8. Wavelet preconditioners [t5] for ˆA n x n and ˆA -1 n x n; 9. Wavelet Schur preconditioners [t6]; 10. Implicit wavelet preconditioners [t7]; 11. Application I - acoustic scattering modelling; 12. Application II - coupled matrix problems; 13. Application III - image restoration and inverse problems; 14. Application IV-voltage stability in electrical power systems; 15. Parallel computing by examples.

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