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Algorithms for Sparse Linear Systems

Name: Algorithms for Sparse Linear Systems
Brand: Springer Nature B.V.
SKU: 43417915
Price: 21493 HUF
Availability: InStock
Author: Scott Jennifer Scott
ISBN: 9783031258213

Scott Jennifer Scott

Tuma Miroslav Tuma

Language

English

Book Paperback

Libristo code: 43417915

Publishers Springer Nature B.V., May 2023

Large sparse linear systems of equations are ubiquitous in science, engineering and beyond. This ope... Full description

Libristo code: 43417915

145 b

21 493 Ft

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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 emphasizes the underlying sparsity structures and highlights the importance of understanding sparse direct methods when developing algebraic preconditioners. Theoretical results are complemented by sparse matrix algorithm outlines.

This monograph is aimed at students of applied mathematics and scientific computing, as well as computational scientists and software developers who are interested in understanding the theory and algorithms needed to tackle sparse systems. It is assumed that the reader has completed a basic course in linear algebra and numerical mathematics.

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About the book

Full name Algorithms for Sparse Linear Systems

Author Scott Jennifer Scott, Tuma Miroslav Tuma

Language

English

Binding Book - Paperback

Date of issue 2023

Number of pages 264

EAN 9783031258213

Libristo code 43417915

Publishers Springer Nature B.V.

Weight 376

Dimensions 156 x 234

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