Algorithms for Sparse Linear Systems

Name: Algorithms for Sparse Linear Systems
Brand: Springer, Berlin
SKU: 9783031258190
Price: 141.39 PLN
Availability: InStock

Autor: Jennifer Scott, Miroslav Tuma

Język:

Oprawa: Miękka

Wydawca: Springer, Berlin

Dostępność: 50 % szansa

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141.39 zł

Large sparse linear systems of equations are ubiquitous in scientific and engineering fields and bey...

Informacje o książce

Autor

Jennifer Scott, Miroslav Tuma

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2023

strony

160

EAN

9783031258190

Enbook ID

42588716

Wydawca

Springer, Berlin

Waga

404

Wymiary

155 x 235

Pełny opis

Large sparse linear systems of equations are ubiquitous in scientific and engineering fields 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 construction 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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