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Download e-book for iPad: An Introduction to Parallel and Vector Scientific by Ronald W. Shonkwiler,Lew Lefton

By Ronald W. Shonkwiler,Lew Lefton

during this textual content, scholars of utilized arithmetic, technological know-how and engineering are brought to basic methods of pondering the huge context of parallelism. The authors commence via giving the reader a deeper realizing of the problems via a normal exam of timing, info dependencies, and conversation. those rules are applied with appreciate to shared reminiscence, parallel and vector processing, and disbursed reminiscence cluster computing. Threads, OpenMP, and MPI are coated, in addition to code examples in Fortran, C, and Java. the foundations of parallel computation are utilized all through because the authors disguise conventional themes in a primary path in clinical computing. construction at the basics of floating aspect illustration and numerical errors, an intensive therapy of numerical linear algebra and eigenvector/eigenvalue difficulties is equipped. via learning how those algorithms parallelize, the reader is ready to discover parallelism inherent in different computations, reminiscent of Monte Carlo methods.

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An Introduction to Parallel and Vector Scientific Computation (Cambridge Texts in Applied Mathematics) by Ronald W. Shonkwiler,Lew Lefton


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