Iterative methods for linear systems: theory and applications

Iterative Methods for Linear Systems offers a mathematically rigorous introduction to fundamental iterative methods for systems of linear algebraic equations. The book distinguishes itself from other texts on the topic by providing a straightforward yet comprehensive analysis of the Krylov subspace...

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Hauptverfasser: Olshanskii, Maxim A. 1971- (VerfasserIn), Tyrtyšnikov, Evgenij E. 1955- (VerfasserIn)
Format: Buch
Sprache:English
Veröffentlicht: Philadelphia SIAM, Soc. for Industrial and Applied Mathematics 2014
Schlagworte:
Zusammenfassung:Iterative Methods for Linear Systems offers a mathematically rigorous introduction to fundamental iterative methods for systems of linear algebraic equations. The book distinguishes itself from other texts on the topic by providing a straightforward yet comprehensive analysis of the Krylov subspace methods, approaching the development and analysis of algorithms from various algorithmic and mathematical perspectives, and going beyond the standard description of iterative methods by connecting them in a natural way to the idea of preconditioning
Beschreibung:Includes bibliographical references and index
Krylov subspace nethods -- Toeplitz matrices and preconditioners -- Multigrid preconditioners -- Preconditioners by space decomposition -- Some applications
Beschreibung:XVI, 247 S.
ISBN:9781611973457

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