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Optimization Theory and Methods : Nonlinear Programming / by Wenyu Sun, Ya-Xiang Yuan
(Springer Optimization and Its Applications. ISSN:19316836 ; 1)
版 | 1st ed. 2006. |
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出版者 | New York, NY : Springer US : Imprint: Springer |
出版年 | 2006 |
本文言語 | 英語 |
大きさ | XII, 688 p : online resource |
著者標目 | *Sun, Wenyu author Yuan, Ya-Xiang author SpringerLink (Online service) |
件 名 | LCSH:Mathematical optimization LCSH:Numerical analysis LCSH:Operations research LCSH:Management science LCSH:Mathematics -- Data processing 全ての件名で検索 FREE:Optimization FREE:Numerical Analysis FREE:Operations Research, Management Science FREE:Computational Science and Engineering |
一般注記 | Line Search -- Newton’s Methods -- Conjugate Gradient Method -- Quasi-Newton Methods -- Trust-Region Methods and Conic Model Methods -- Solving Nonlinear Least-Squares Problems -- Theory of Constrained Optimization -- Quadratic Programming -- Penalty Function Methods -- Feasible Direction Methods -- Sequential Quadratic Programming -- Trust-Region Methods for Constrained Problems -- Nonsmooth Optimization This book, a result of the authors’ teaching and research experience in various universities and institutes over the past ten years, can be used as a textbook for an optimization course for graduates and senior undergraduates. It systematically describes optimization theory and several powerful methods, including recent results. For most methods, the authors discuss an idea’s motivation, study the derivation, establish the global and local convergence, describe algorithmic steps, and discuss the numerical performance. The book deals with both theory and algorithms of optimization concurrently. It also contains an extensive bibliography with 366 references. Finally, apart from its use for teaching, Optimization Theory and Methods is also very beneficial for doing research. Audience This book is intended for senior students, graduates, teachers, and researchers in optimization, operations research, computational mathematics, applied mathematics, and some engineering and economics. It will also be useful for scientists in engineering and economics HTTP:URL=https://doi.org/10.1007/b106451 |
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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 | 9780387249766 |
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EB00230760 |
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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 | 4000118747 |
ISBN | 9780387249766 |
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※2017年9月4日以降