Numerical Recipes 3rd Edition: The Art of Scientific Computing(with source code)
Title: Numerical Recipes 3rd Edition: The Art of Scientific Computing
ISBN: 0521880688
Author: William H. Press / Saul A. Teukolsky / William T. Vetterling / Brian P. Flannery
Hardcover: 1256 pages;
Publisher: Cambridge University Press; 3 edition (September 10, 2007)
Summary:
Do you want easy access to the latest methods in scientific computing? This greatly expanded third edition of Numerical Recipes has it, with wider coverage than ever before, many new, expanded and updated sections, and two completely new chapters. The executable C++ code, now printed in color for easy reading, adopts an object-oriented style particularly suited to scientific applications. Co-authored by four leading scientists from academia and industry, Numerical Recipes starts with basic mathematics and computer science and proceeds to complete, working routines. The whole book is presented in the informal, easy-to-read style that made earlier editions so popular. Highlights of the new material include: a new chapter on classification and inference, Gaussian mixture models, HMMs, hierarchical clustering, and SVMs; a new chapter on computational geometry, covering KD trees, quad- and octrees, Delaunay triangulation, and algorithms for lines, polygons, triangles, and spheres; interior point methods for linear programming; MCMC; an expanded treatment of ODEs with completely new routines; and many new statistical distributions.
本书选材内容丰富，包括了当代科学计算过程中涉及的大量内容：求特殊函数值、随机数、排序、最优化、快速傅里叶变换、谱分析、小波变换、统计描述和数据建 模、偏微分议程数值解、若乾编码算法和任意精度计算等。本书科学性和实用性统一，不仅对每种算法进行了数学分析和比较，而且根据作者经验对算法给出了评论 和建议，并在此基础上提供了用C++语言编写的实用程序。
download(book)：http://rapidshare.com/files/211652760/nr3.rar
download(sourcecode)：http://rapidshare.com/files/211652458/numerical.recipes.3rd.edition.sep.2007.src.cpp.rar
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