Numerical Recipes: The Art of Scientific Computing, 3/e (Hardcover)
暫譯: 數值食譜:科學計算的藝術,第三版(精裝本)

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)

您想輕鬆獲取最新的科學計算方法嗎?這本《數值食譜》第三版的擴充版提供了比以往更廣泛的內容,包含許多新的、擴展的和更新的章節,以及兩個全新的章節。可執行的 C++ 代碼現在以彩色印刷,便於閱讀,採用特別適合科學應用的物件導向風格。這本書由四位來自學術界和產業界的領先科學家共同撰寫,從基本數學和計算機科學開始,進而提供完整的工作例程。整本書以非正式、易於閱讀的風格呈現,使早期版本廣受歡迎。新材料的亮點包括:一個關於分類和推斷的新章節,涵蓋高斯混合模型、隱馬可夫模型(HMMs)、層次聚類和支持向量機(SVMs);一個關於計算幾何的新章節,涵蓋 KD 樹、四叉樹和八叉樹、德勞內三角剖分,以及針對線、幾何形狀、多邊形和球體的算法;線性規劃的內點法;馬可夫鏈蒙地卡羅(MCMC);對常微分方程(ODEs)的擴展處理,包含全新的例程;以及許多新的統計分佈。