Parallel Scientific Computing in C++ and Mpi: A Seamless Approach to Parallel Algorithms and Their Implementation (Paperback)
暫譯: C++ 與 MPI 的平行科學計算:平行演算法及其實作的無縫方法 (平裝本)
George Em Karniadakis
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商品描述
This book provides a seamless approach to numerical algorithms, modern programming techniques and parallel computing. These concepts and tools are usually taught serially across different courses and different textbooks, thus observing the connection between them. The necessity of integrating these subjects usually comes after such courses are concluded (e.g, during a first job or a thesis project) thus forcing the student to synthesize what is perceived to be three independent subfields into one in order to produce a solution. The book includes both basic and advanced topics and places equal emphasis on the discretization of partial differential equations and on solvers. Advanced topics include wavelets, high-order methods, non-symmetric systems and parallelization of sparse systems. A CD-ROM accompanies the text.
商品描述(中文翻譯)
本書提供了一種無縫的數值演算法、現代程式設計技術和平行計算的方法。這些概念和工具通常在不同的課程和不同的教科書中串行教授,因此無法觀察到它們之間的聯繫。整合這些主題的必要性通常是在這些課程結束後出現的(例如,在第一份工作或論文專案期間),因此迫使學生將被視為三個獨立子領域的知識綜合成一個,以產生解決方案。本書涵蓋了基本和進階主題,並同等重視偏微分方程的離散化和求解器。進階主題包括小波(wavelets)、高階方法、非對稱系統和稀疏系統的平行化。本書附有一張CD-ROM。
