Iterative Methods for Linear Systems: Theory and Applications

Maxim A. Olshanskii and Eugene E. Tyrtyshnikov

ISBN 10: 9386235366 / ISBN 13: 9789386235367

Verlag: Universities Press, 2017

Beschreibung

Contents: Preface. 1. Krylov Subspace Methods. 2. Toeplitz Matrices and Preconditioners. 3. Multigrid Preconditioners. 4. Preconditioners by Space Decomposition. 5. Some Applications. Bibliography. Index. The book 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. The book supplements standard texts on numerical mathematics for first-year graduate and advanced undergraduate courses and is suitable for advanced graduate classes covering numerical linear algebra and Krylov subspace and multigrid iterative methods. It will be useful to researchers interested in numerical linear algebra and engineers who use iterative methods for solving large algebraic systems. (jacket). Bestandsnummer des Verkäufers 124093

Bibliografische Details

Titel: Iterative Methods for Linear Systems: Theory...

Verlag: Universities Press

Erscheinungsdatum: 2017

Einband: Soft cover

Zustand: New

Auflage: 1st Edition

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