Download and Read Numerical Linear Algebra for High-performance Computers PDF
ByJack J. Dongarra,Iain S. Duff,Danny C. Sorensen,Henk A. van der Vorst
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“Read the best books first, or you may not have a chance to read them at all.” -Henry David Thoreau
Synopsis
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.
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