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Viac informácií o knihe Algorithms for Sparse Linear Systems

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• Anotácia kniha
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Nákupom získate 160 bodov

Anotácia knihy

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. 

Parametre knihy

Zaradenie knihy Knihy po anglicky Mathematics & science Mathematics Calculus & mathematical analysis

• Celý názov: Algorithms for Sparse Linear Systems
• Autor: Jennifer Scott, Miroslav Tuma
• Jazyk: Angličtina
• Väzba: Brožovaná
• Počet strán: 160
• EAN: 9783031258190
• ID: 42588716
• Nakladateľ: Springer, Berlin
• Rozmery: 235 × 155 mm
• Rok vydania: 2023

Obľúbené z iného súdka

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