Algorithms for Sparse Linear Systems (Nečas Center Series) book cover by Jennifer Scott, Miroslav Tůma

Algorithms for Sparse Linear Systems (Nečas Center Series) [9783031258190]

Name: Algorithms for Sparse Linear Systems (Nečas Center Series) [9783031258190]
SKU: 9783031258190
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Author: Jennifer Scott Miroslav Tůma

Paperback

SKU: 9783031258190

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Overview

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.

The book, Algorithms for Sparse Linear Systems (Nečas Center Series) [Bulk, Wholesale, Quantity] ISBN#9783031258190 in Paperback by Jennifer Scott, Miroslav Tůma may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Author:

Jennifer Scott Miroslav Tůma

Format:

Paperback

Publication Date:

04/30/2023

ISBN-13:

9783031258190

Pages:

242

Publisher:

Springer International Publishing

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