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Numerical Linear Algebra on High-Performance Computers

✍ Scribed by Jack J. Dongarra, Iain S. Duff, Danny C. Sorensen, Hank A. van der Vorst


Publisher
Society for Industrial Mathematics
Year
1987
Tongue
English
Leaves
361
Series
Software, Environments and Tools
Edition
2Rev Ed
Category
Library

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✦ 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. 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.

✦ Subjects


ΠœΠ°Ρ‚Π΅ΠΌΠ°Ρ‚ΠΈΠΊΠ°;Π’Ρ‹Ρ‡ΠΈΡΠ»ΠΈΡ‚Π΅Π»ΡŒΠ½Π°Ρ ΠΌΠ°Ρ‚Π΅ΠΌΠ°Ρ‚ΠΈΠΊΠ°;Π’Ρ‹Ρ‡ΠΈΡΠ»ΠΈΡ‚Π΅Π»ΡŒΠ½Ρ‹Π΅ ΠΌΠ΅Ρ‚ΠΎΠ΄Ρ‹ Π»ΠΈΠ½Π΅ΠΉΠ½ΠΎΠΉ Π°Π»Π³Π΅Π±Ρ€Ρ‹;


πŸ“œ SIMILAR VOLUMES


Numerical Linear Algebra on High-Perform
✍ Jack J. Dongarra, Iain S. Duff, Danny C. Sorensen, Hank A. van der Vorst πŸ“‚ Library πŸ“… 1987 πŸ› Society for Industrial Mathematics 🌐 English

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 lin

Numerical Linear Algebra on High-Perform
✍ Jack J. Dongarra, Iain S. Duff, Danny C. Sorensen, Hank A. van der Vorst πŸ“‚ Library πŸ“… 1987 πŸ› Society for Industrial Mathematics 🌐 English

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 lin