Optimization on Low Rank Nonconvex Structures / by Hiroshi Konno, Phan Thien Thach, Hoang Tuy
(Nonconvex Optimization and Its Applications ; 15)
| データ種別 | 電子ブック |
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| 出版者 | Boston, MA : Springer US : Imprint: Springer |
| 出版年 | 1997 |
| 本文言語 | 英語 |
| 大きさ | XII, 460 p : online resource |
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| 一般注記 | Global optimization is one of the fastest developing fields in mathematical optimization. In fact, an increasing number of remarkably efficient deterministic algorithms have been proposed in the last ten years for solving several classes of large scale specially structured problems encountered in such areas as chemical engineering, financial engineering, location and network optimization, production and inventory control, engineering design, computational geometry, and multi-objective and multi-level optimization. These new developments motivated the authors to write a new book devoted to global optimization problems with special structures. Most of these problems, though highly nonconvex, can be characterized by the property that they reduce to convex minimization problems when some of the variables are fixed. A number of recently developed algorithms have been proved surprisingly efficient for handling typical classes of problems exhibiting such structures, namely low rank nonconvex structures. Audience: The book will serve as a fundamental reference book for all those who are interested in mathematical optimization |
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| 著者標目 | *Konno, Hiroshi author Thach, Phan Thien author Tuy, Hoang author SpringerLink (Online service) |
| 件 名 | LCSH:Mathematics LCSH:Operations research LCSH:Decision making LCSH:Convex geometry LCSH:Discrete geometry LCSH:Mathematical optimization LCSH:Management science FREE:Mathematics FREE:Optimization FREE:Operation Research/Decision Theory FREE:Operations Research, Management Science FREE:Convex and Discrete Geometry |
| 分 類 | DC23:519.6 |
| 巻冊次 | ISBN:9781461540984 
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| ISBN | 9781461540984 |
| URL | http://dx.doi.org/10.1007/978-1-4615-4098-4 |
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