Numerical Recipes 3rd Edition: The Art of Scientific Computing
Numerical Recipes 3rd Edition: The Art of Scientific Computing
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发表时间：
2007-09
期刊：
影响因子：
17.6
通讯作者：
W. Press;S. Teukolsky;W. Vetterling;B. Flannery
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文献类型：
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作者：
W. Press;S. Teukolsky;W. Vetterling;B. Flannery
由来自学术界和工业界的四位顶尖科学家共同撰写的数字处方第三版从基础数学和计算机科学开始，并着手完成工作例程。这个新版本被广泛认为是最全面、最容易获得和最实用的科学计算基础，包含了400多个数值处方例程，其中许多是新的或升级的。可执行的C++代码现在以彩色打印，以便于阅读，采用了特别适合于科学应用的面向对象的风格。整本书以非正式、易于阅读的风格呈现，这使得早期版本如此受欢迎。有关更多详细信息，请访问www.nr.com或www.cambridge ge.org/us/umericalrecules。新的主要特征：2个新的章节，25个新的章节，比第二版更长25%彻底升级整个文本超过100个全新的例程和更多的升级。新的分类和推理章节，包括高斯混合模型、HMM、层次聚类、支持向量机新的计算几何章节涵盖KD树、四叉树和八叉树、Delaunay三角剖分以及直线、多边形、三角形和球体的算法。新的章节包括线性规划的内点方法、蒙特卡罗马尔可夫链、PDE的谱和伪谱方法，以及许多新的统计分布全新的例程扩展了对ODE的处理加上全面覆盖线性代数、插值、特殊函数、随机数、非线性方程组、优化、特征系统、傅立叶方法和小波、统计测试、常微分方程和偏微分方程组、积分方程式、逆理论和更多！有关电子订阅的信息，请访问作者的网站www.nr.com/aboutNR3book.html
Co-authored by four leading scientists from academia and industry, Numerical Recipes Third Edition starts with basic mathematics and computer science and proceeds to complete, working routines. Widely recognized as the most comprehensive, accessible and practical basis for scientific computing, this new edition incorporates more than 400 Numerical Recipes routines, many of them new or upgraded. The executable C++ code, now printed in color for easy reading, adopts an object-oriented style particularly suited to scientific applications. The whole book is presented in the informal, easy-to-read style that made earlier editions so popular. Please visit www.nr.com or www.cambridge.org/us/numericalrecipes for more details. New key features: 2 new chapters, 25 new sections, 25% longer than Second Edition Thorough upgrades throughout the text Over 100 completely new routines and upgrades of many more. New Classification and Inference chapter, including Gaussian mixture models, HMMs, hierarchical clustering, Support Vector MachinesNew Computational Geometry chapter covers KD trees, quad- and octrees, Delaunay triangulation, and algorithms for lines, polygons, triangles, and spheres New sections include interior point methods for linear programming, Monte Carlo Markov Chains, spectral and pseudospectral methods for PDEs, and many new statistical distributions An expanded treatment of ODEs with completely new routines Plus comprehensive coverage of linear algebra, interpolation, special functions, random numbers, nonlinear sets of equations, optimization, eigensystems, Fourier methods and wavelets, statistical tests, ODEs and PDEs, integral equations, and inverse theory And much, much more! Visit the authors' web site for information about electronic subscriptions www.nr.com/aboutNR3book.html