Numerical Recipes: The Art of Scientific Computing, 3/e (Hardcover)

William H. Press, Saul A. Teukolsky, William T. Vetterling, Brian P. Flannery

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商品描述

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.

商品描述(中文翻譯)

你想要輕鬆獲取科學計算的最新方法嗎?這本大幅擴充的第三版《數值計算法》擁有比以往更廣泛的涵蓋範圍,許多新的、擴充的和更新的章節,以及兩個全新的章節。這本以C++編寫的可執行代碼現在以彩色印刷,方便閱讀,採用了特別適合科學應用的面向對象風格。《數值計算法》由四位來自學術界和工業界的領先科學家共同撰寫,從基礎數學和計算機科學開始,逐步介紹完整的工作例程。整本書以非正式、易於閱讀的風格呈現,這也是早期版本如此受歡迎的原因。新材料的亮點包括:一個關於分類和推斷的新章節,包括高斯混合模型、隱馬爾可夫模型、層次聚類和支持向量機;一個關於計算幾何的新章節,涵蓋KD樹、四叉樹和八叉樹、德勞內三角劃分,以及線、多邊形、三角形和球體的算法;內點法解線性規劃問題;MCMC;對ODE的擴展處理,包括全新的例程;以及許多新的統計分佈。