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Download pdf Numerical Linear Algebra on High-performance Computers

Numerical Linear Algebra on High-performance Computers. Hank A. Van Der Vorst

Numerical Linear Algebra on High-performance Computers
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Author: Hank A. Van Der Vorst
Page Count: 360 pages
Published Date: 01 Jan 1999
Publisher: Society for Industrial & Applied Mathematics,U.S.
Publication Country: New York, United States
Language: English
ISBN: 9780898714289
File size: 25 Mb
Download Link: Numerical Linear Algebra on High-performance Computers
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This book presents a unified treatment of recently developed techniques and current understanding about solving systems of linear equations and large scale eigenvalue problems on high-performance computers. It provides a rapid introduction to the world of vector and parallel processing for these linear algebra applications. Topics include major elements of advanced-architecture computers and their performance, recent algorithmic development, and software for direct solution of dense matrix problems, direct solution of sparse systems of equations, iterative solution of sparse systems of equations, and solution of large sparse eigenvalue problems. This book supercedes the SIAM publication Solving Linear Systems on Vector and Shared Memory Computers, which appeared in 1990. The new book includes a considerable amount of new material in addition to incorporating a substantial revision of existing text.

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