Parallel Iterative Algorithms: From Sequential to Grid by Jacques Mohcine Bahi,Sylvain Contassot-Vivier,Raphael

By Jacques Mohcine Bahi,Sylvain Contassot-Vivier,Raphael Couturier

targeting grid computing and asynchronism, Parallel Iterative Algorithms explores the theoretical and sensible elements of parallel numerical algorithms. every one bankruptcy includes a theoretical dialogue of the subject, an algorithmic part that totally info implementation examples and particular algorithms, and an evaluate of the benefits and downsides of the algorithms. numerous workouts additionally seem on the finish of so much chapters.

The first chapters introduce the overall positive aspects of sequential iterative algorithms and their functions to numerical difficulties. The publication then describes other forms of parallel structures and parallel iterative algorithms. It is going directly to deal with either linear and nonlinear parallel synchronous and asynchronous iterative algorithms for numerical computation, with an emphasis at the multisplitting technique. the ultimate bankruptcy discusses the positive aspects required for effective implementation of asynchronous iterative algorithms.

Providing the theoretical and useful wisdom had to layout and enforce effective parallel iterative algorithms, this booklet illustrates tips on how to follow those algorithms to unravel linear and nonlinear numerical difficulties in parallel environments, together with neighborhood, far-off, homogeneous, and heterogeneous clusters.

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