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Introduction to parallel and vector solution of linear systems

Author: James M Ortega
Publisher: New York : Plenum Press, ©1988.
Series: Frontiers of computer science.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Although the origins of parallel computing go back to the last century, it was only in the 1970s that parallel and vector computers became available to the scientific community. Moreover, the  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: James M Ortega
ISBN: 0306428628 9780306428623
OCLC Number: 17652453
Description: xi, 305 pages : illustrations ; 24 cm.
Contents: Introduction: Vector and parallel computers --
Basic concepts of parallelism and vectorization --
Matrix multiplication --
Direct methods for linear equations: Direct methods for vector computers --
Direct methods for parallel computers --
Banded systems --
Iterative methods for linear equations: Jacobi's method --
The Gauss-Seidel and SOR iterations --
Minimization methods --
The preconditioned conjugate gradient method --
Appendix 1. The ijk forms of LU and Choleski decomposition --
Appendix 2. Convergence of iterative methods --
Appendix 3. The conjugate gradient algorithm --
Appendix 4. Basic linear algebra.
Series Title: Frontiers of computer science.
Responsibility: James M. Ortega.
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