Nonlinear optimization

• 作者： Aragon, Francisco J., author.
• 其他作者：
  • Goberna, Miguel A., author.
  • Lopez, Marco A., author.
  • Rodriguez, Margarita M. L., author.
  • SpringerLink (Online service)
• 其他題名：
  • Springer undergraduate texts in mathematics and technology.
• 出版： Cham : Springer International Publishing :Imprint: Springer
• 叢書名： Springer undergraduate texts in mathematics and technology,
• 主題： Mathematical optimization. , Nonlinear theories. , Optimization.
• ISBN： 9783030111847 (electronic bk.) 、 9783030111830 (paper)
• FIND@SFXID: CGU
• 資料類型: 電子書
• 內容註: 1. Preliminaries -- Part I. Analytical Optimization -- 2. Convexity -- 3. Unconstrained Optimization -- 4. Convex Optimization -- Part II. Numerical Optimization -- 5. Unconstrained Optimization Algorithms -- 6. Constrained Optimization -- Solutions to selected exercises -- References -- Index.
• More
• 摘要註: This textbook on nonlinear optimization focuses on model building, real world problems, and applications of optimization models to natural and social sciences. Organized into two parts, this book may be used as a primary text for courses on convex optimization and non-convex optimization. Definitions, proofs, and numerical methods are well illustrated and all chapters contain compelling exercises. The exercises emphasize fundamental theoretical results on optimality and duality theorems, numerical methods with or without constraints, and derivative-free optimization. Selected solutions are given. Applications to theoretical results and numerical methods are highlighted to help students comprehend methods and techniques.
• 讀者標籤：

  需登入
• 引用連結：

  Copy Link
• 目前引用數
• Share: