An Introduction to Parallel and Vector Scientific Computation 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Shonkwiler, Ronald W./ Lefton, L. 作者

Cambridge Univ Pr

译者

2006-8 出版日期

300 页数

$ 61.02 价格

Pap

丛书系列

9780521683371 图书编码

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An Introduction to Parallel and Vector Scientific Computation 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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In this text, students of applied mathematics, science and engineering are introduced to fundamental ways of thinking about the broad context of parallelism. The authors begin by giving the reader a deeper understanding of the issues through a general examination of timing, data dependencies, and communication. These ideas are implemented with respect to shared memory, parallel and vector processing, and distributed memory cluster computing. Threads, OpenMP, and MPI are covered, along with code examples in Fortran, C, and Java. The principles of parallel computation are applied throughout as the authors cover traditional topics in a first course in scientific computing. Building on the fundamentals of floating point representation and numerical error, a thorough treatment of numerical linear algebra and eigenvector/eigenvalue problems is provided. By studying how these algorithms parallelize, the reader is able to explore parallelism inherent in other computations, such as Monte Carlo methods.

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