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Elementary Convexity with Optimization / by Vivek S. Borkar, K. S. Mallikarjuna Rao
(Texts and Readings in Mathematics. ISSN:23668725 ; 83)
版 | 1st ed. 2023. |
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出版者 | Singapore : Springer Nature Singapore : Imprint: Springer |
出版年 | 2023 |
本文言語 | 英語 |
大きさ | XII, 139 p. 36 illus., 2 illus. in color : online resource |
著者標目 | *Borkar, Vivek S author Rao, K. S. Mallikarjuna author SpringerLink (Online service) |
件 名 | LCSH:Mathematical optimization FREE:Optimization |
一般注記 | Continuity and existence of optima -- Differentiability and local optimality -- Convex sets -- Convex functions -- Convex optimization -- Optimization algorithms: an overview -- Epilogue This book develops the concepts of fundamental convex analysis and optimization by using advanced calculus and real analysis. Brief accounts of advanced calculus and real analysis are included within the book. The emphasis is on building a geometric intuition for the subject, which is aided further by supporting figures. Two distinguishing features of this book are the use of elementary alternative proofs of many results and an eclectic collection of useful concepts from optimization and convexity often needed by researchers in optimization, game theory, control theory, and mathematical economics. A full chapter on optimization algorithms gives an overview of the field, touching upon many current themes. The book is useful to advanced undergraduate and graduate students as well as researchers in the fields mentioned above and in various engineering disciplines HTTP:URL=https://doi.org/10.1007/978-981-99-1652-8 |
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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 | 9789819916528 |
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EB00229363 |
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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 | 4001021135 |
ISBN | 9789819916528 |