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Nonlinear Optimization / by Francisco J. Aragón, Miguel A. Goberna, Marco A. López, Margarita M.L. Rodríguez
(Springer Undergraduate Texts in Mathematics and Technology. ISSN:18675514)
版 | 1st ed. 2019. |
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出版者 | (Cham : Springer International Publishing : Imprint: Springer) |
出版年 | 2019 |
本文言語 | 英語 |
大きさ | XIV, 350 p. 181 illus., 106 illus. in color : online resource |
著者標目 | *Aragón, Francisco J author Goberna, Miguel A author López, Marco A author Rodríguez, Margarita M.L author SpringerLink (Online service) |
件 名 | LCSH:Mathematical optimization FREE:Optimization |
一般注記 | 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 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 HTTP:URL=https://doi.org/10.1007/978-3-030-11184-7 |
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電子ブック | 配架場所 | 資料種別 | 巻 次 | 請求記号 | 状 態 | 予約 | コメント | ISBN | 刷 年 | 利用注記 | 指定図書 | 登録番号 |
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電子ブック | オンライン | 電子ブック |
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Springer eBooks | 9783030111847 |
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EB00228627 |
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データ種別 | 電子ブック |
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分 類 | LCC:QA402.5-402.6 DC23:519.6 |
書誌ID | 4000120973 |
ISBN | 9783030111847 |
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