Theory of Randomized Search Heuristics
Foundations and Recent Developments
Randomized search heuristics such as evolutionary algorithms, genetic algorithms, evolution strategies, ant colony and particle swarm optimization turn out to be highly successful for optimization in practice. The theory of randomized search heuristics, which has been growing rapidly in the last five years, also attempts to explain the success of the methods in practical applications.This book covers both classical results and the most recent theoretical developments in the field of randomized search heuristics such as runtime analysis, drift analysis and convergence. Each chapter provides an overview of a particular domain and gives insights…
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Produktdetails
Weitere Autoren: Doerr, Benjamin (Hrsg.)
- ISBN: 978-981-4282-66-6
- EAN: 9789814282666
- Produktnummer: 6566867
- Verlag: World Scientific Publishing Company
- Sprache: Englisch
- Erscheinungsjahr: 2011
- Seitenangabe: 370 S.
- Masse: H23.5 cm x B15.7 cm x D2.4 cm 688 g
- Abbildungen: HC gerader Rücken kaschiert
- Gewicht: 688
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