Developments and Applications of Block Toeplitz Iterative Solvers - Xiao-Qing Jin

Developments and Applications of Block Toeplitz Iterative Solvers

(Autor)

Buch | Softcover
218 Seiten
2011 | Softcover reprint of hardcover 1st ed. 2003
Springer (Verlag)
978-90-481-6106-5 (ISBN)
106,99 inkl. MwSt
One of the main advantages of these iterative methods is that the operation cost of solving a large class of mn × mn block Toeplitz systems only requires O (mn log mn) operations.This book is the first book on Toeplitz iterative solvers and it includes recent research results.
This volume contains the latest developments in the use of iterative methods to block Toeplitz systems. These systems arise in a variety of applications in mathematics, scientific computing, and engineering, such as image processing, numerical differential equations and integral equations, time series analysis, and control theory. Iterative methods such as Krylov subspace methods and multigrid methods are proposed to solve block Toeplitz systems. One of the main advantages of these iterative methods is that the operation cost of solving a large class of mn × mn block Toeplitz systems only requires O (mn log mn) operations.


This book is the first book on Toeplitz iterative solvers and it includes recent research results. The author belongs to one of the most important groups in the field of structured matrix computation. The book is accessible to readers with a working knowledge of numerical linear algebra. It should be of interest to everyone who deals with block Toeplitz systems, numerical linear algebra, partial differential equations, ordinary differential equations, image processing, and approximation theory.

Preface. 1. Introduction. 2. Block Circulant Preconditioners. 3. BCCB Preconditioners from Kernels. 4. Fast Algorithm for Tensor Structure. 5. Block Toeplitz LS Problems. 6. Block {omega}-Circulant Preconditioners. 7. Non-Circulant Block Preconditioners. 8. Multigrid Block Toeplitz Solvers. 9. Applications in Second-Order PDEs. 10. Applications in First-Order PDEs. 11. Applications in ODEs and DAEs. 12. Applications in Image Processing. Bibliography. Index.

Reihe/Serie Combinatorics and Computer Science ; 2
Zusatzinfo XIV, 218 p.
Verlagsort Dordrecht
Sprache englisch
Maße 160 x 240 mm
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Mathematik / Informatik Mathematik Analysis
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
ISBN-10 90-481-6106-1 / 9048161061
ISBN-13 978-90-481-6106-5 / 9789048161065
Zustand Neuware
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