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Templates for Linear Algebra Problems

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Author:Bai, Day, Demmel, Dongarra, Gu, Ruhe, and van de Vorst
Description: The solution of linear systems of equations and eigenvalue problems lies at the heart of most calculations in scientific computing. This paper discusses some recent developments designed to help the user on advanced-architecture computers, focusing on four basic issues: the motivation for the work; the development of standards for use in linear algebra and the building blocks for a library; aspects of templates for the solution of large sparse systems of linear algorithm; and templates for the solution of large sparse eigenvalue problems.

Levels: College, Research
Languages: English
Resource Types: Articles
Math Topics: Linear Algebra, Computer Algebra

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