Parallel Scientific Computing in C++ and Mpi: A Seamless Approach to Parallel Algorithms and Their Implementation (Paperback)

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.

這本書提供了一種無縫的方法來學習數值算法、現代編程技術和並行計算。這些概念和工具通常在不同的課程和教材中分別教授，因此很難觀察到它們之間的聯繫。將這些主題整合起來的必要性通常在這些課程結束後才會出現（例如，在第一份工作或論文項目中），這迫使學生將被認為是三個獨立子領域的知識綜合起來以產生解決方案。本書包含基礎和高級主題，並同等重視對偏微分方程的離散化和求解器的介紹。高級主題包括小波、高階方法、非對稱系統和稀疏系統的並行化。書中附有一張 CD-ROM。