An introduction to optimization

• 作者： Chong, Edwin Kah Pin.
• 其他作者：
  • Zak, Stanislaw H.
• 其他題名：
  • Wiley series in discrete mathematics and optimization
• 出版： Hoboken, New Jersey : John Wiley & Sons, Inc.
• 版本：Fourth edition.
• 叢書名： Wiley series in discrete mathematics and optimization
• 主題： Mathematical optimization
• ISBN： 9781118279014 (hbk.) 、 1118279018 (hbk.)
• 資料類型: 圖書
• 內容註: Includes bibliographical references and index. Part 1: Mathematical review. Methods of proof and some notation ; Vector spaces and matrices ; Transformations ; Concepts from geometry ; Elements of calculus. -- Part 2: Unconstrained optimization. Basics of set-constrained and unconstrained optimization ; One-dimensional search methods ; Gradient methods ; Newton's method ; Conjugate direction methods ; Quasi-Newton methods ; Solving linear equations ; Unconstrained optimization and neural networks ; Global search algorithms. -- Part 3: Linear programming. Introduction to linear programming ; Simplex method ; Duality ; Nonsimplex methods ; Integer linear programming. -- Part 4: Nonlinear constrained optimization. Problem with equality constraints ; Problems with inequality constraints ; Convex optimization problems ; Algorithms for constrained optimization ; Multiobjective optimization.
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• 摘要註: "The purpose of the book is to give the reader a working knowledge of optimization theory and methods"--
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