Parallel Iterative Algorithms
From Sequential to Grid Computing
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ISBN-13:
9780367388164
Veröffentl:
2019
Erscheinungsdatum:
19.09.2019
Seiten:
235
Autor:
Jacques Mohcine Bahi
Gewicht:
431 g
Format:
234x155x15 mm
Sprache:
Englisch
Beschreibung:
Presenting the theoretical and practical aspects of parallel numerical algorithms, this book illustrates how iterative algorithms can solve numerical problems and discusses their implementation on parallel and distributed computers. It reviews basic convergence results of iterative algorithms and explores the advantages of asynchronism, such as reducing the effect of bottlenecks and the synchronization penalty. The authors also analyze numerous experiments in various computational contexts for linear and nonlinear numerical problems. The book contains several exercises at the end of most chapters as well as an appendix of mathematical results.
Introduction. Iterative Algorithms. Iterative Algorithms and Applications to Numerical Problems. Parallel Architectures and Iterative Algorithms. Synchronous Iterations. Asynchronous Iterations. Programming Environments and Experimental Results. Appendix. References. Index.
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