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

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Shonkwiler, Ronald W./ Lefton, L.

Cambridge Univ Pr

2006-8

308

$ 138.99

HRD

9780521864787

图书标签: 计算机科学 vector to scientific parallel introduction computing and

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发表于2024-11-07

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

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

图书描述

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.

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