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Hybrid Optimization : The Ten Years of CPAIOR. 2011 ed..
・ISBN 978-1-4419-1643-3 hard EUR 149.99
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| 著者・編者 | van Hentenryck, Pascal / Milano, Michela (eds.), |
|---|---|
| シリーズ | Springer Optimization and Its Applications |
| 出版社 | (Springer-Verlag New York Inc., US) |
| 出版年月 | 2010 |
| ページ数 | 560 pp. |
| 言語 | ENG |
| ニュース番号 | ＜M25-24339＞ |
解説
Hybrid Optimization focuses on the application of artificial intelligence and operations research techniques to constraint programming for solving combinatorial optimization problems. This book covers the most relevant topics investigated in the last ten years by leading experts in the field, and speculates about future directions for research.
This book includes contributions by experts from different but related areas of research including constraint programming, decision theory, operations research, SAT, artificial intelligence, as well as others. These diverse perspectives are actively combined and contrasted in order to evaluate their relative advantages.
This volume presents techniques for hybrid modeling, integrated solving strategies including global constraints, decomposition techniques, use of relaxations, and search strategies including tree search local search and metaheuristics. Various applications of the techniques presented as well as supplementary computational tools are also discussed.