Iterative Krylov Methods for Large Linear Systems
Book Details
Format
Hardback or Cased Book
ISBN-10
0521818281
ISBN-13
9780521818285
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Apr 17th, 2003
Print length
236 Pages
Weight
507 grams
Dimensions
23.50 x 15.60 x 1.60 cms
Ksh 9,550.00
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Overview of iterative solutions methods for systems of linear equations. For graduate students and researchers.
Computational simulation of scientific phenomena and engineering problems often depends on solving linear systems with a large number of unknowns. This book gives insight into the construction of iterative methods for the solution of such systems and helps the reader to select the best solver for a given class of problems. The emphasis is on the main ideas and how they have led to efficient solvers such as CG, GMRES, and BI-CGSTAB. The author also explains the main concepts behind the construction of preconditioners. The reader is encouraged to gain experience by analysing numerous examples that illustrate how best to exploit the methods. The book also hints at many open problems and as such it will appeal to established researchers. There are many exercises that motivate the material and help students to understand the essential steps in the analysis and construction of algorithms.
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