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Books > Science & Mathematics > Mathematics > Optimization > Linear programming
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Templates for the Solution of Linear Systems - Building Blocks for Iterative Methods (Paperback)
Loot Price: R1,358
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Templates for the Solution of Linear Systems - Building Blocks for Iterative Methods (Paperback)
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In this book, which focuses on the use of iterative methods for
solving large sparse systems of linear equations, templates are
introduced to meet the needs of both the traditional user and the
high performance specialist. Templates, a description of a general
algorithm rather than the executable object or source code more
commonly found in a conventional software library, offer whatever
degree of customization the user may desire. Templates have three
distinct advantages: they are general and reusable, they are not
language specific, and they exploit the expertise of both the
numerical analyst, who creates a template reflecting in depth
knowledge of a specific numerical technique, and the computational
scientist, who then provides "value added" capability to the
general template description, customizing it for specific needs.
For each template that is presented, the authors provide a
mathematical description of the flow of the algorithm, discussion
of convergence and stopping criteria to use in the iteration,
suggestions for applying a method to special matrix types, advice
for tuning the template, tips on parallel implementations, and
hints as to when and why a method is useful.
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