Produktnummer:
18d0d0d68ce15446d8b64762fc18947b0a
| Themengebiete: | Hidden Markov Model algorithms data mining evolutionary algorithm genetic algorithms global optimization heuristics learning linear optimization metaheuristic |
|---|---|
| Veröffentlichungsdatum: | 22.11.2010 |
| EAN: | 9783642092060 |
| Sprache: | Englisch |
| Seitenzahl: | 481 |
| Produktart: | Kartoniert / Broschiert |
| Herausgeber: | Michalewicz, Zbigniew Siarry, Patrick |
| Verlag: | Springer Berlin |
Produktinformationen "Advances in Metaheuristics for Hard Optimization"
Many advances have been made recently in metaheuristic methods, from theory to applications. The editors, both leading experts in this field, have assembled a team of researchers to contribute 21 chapters organized into parts on simulated annealing, tabu search, ant colony algorithms, general-purpose studies of evolutionary algorithms, applications of evolutionary algorithms, and various metaheuristics.The book gathers contributions related to the following topics: theoretical developments in metaheuristics; adaptation of discrete metaheuristics to continuous optimization; performance comparisons of metaheuristics; cooperative methods combining different approaches; parallel and distributed metaheuristics for multiobjective optimization; software implementations; and real-world applications.This book is suitable for practitioners, researchers and graduate students in disciplines such as optimization, heuristics, operations research, and natural computing.
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