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Algorithms for Sparse Linear Systems

By Jennifer Scott, Miroslav Tuma
eBook
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By Jennifer Scott, Miroslav Tuma
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Large sparse linear systems of equations are ubiquitous in science, engineering and beyond. This open access monograph focuses on factorization algorithms for solving such systems. It presents classical techniques for complete factorizations that are used in sparse direct methods and discusses the computation of approximate direct and inverse factorizations that are key to constructing general-purpose algebraic preconditioners for iterative solvers. A unified framework is used that emphasiz...

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Science & TechnologyMathematicsNumerical Analysis & Solutions