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This book develops efficient methods for the application of Evolutionary Algorithms on stochastic problems. To achieve this, procedures for statistical selection are systematically analyzed with respect to different measures and significantly improved. It is shown how to adapt one of the best procedures for the needs of Evolutionary Algorithms and Evolutionary operators for efficient implementation in stochastic environments are identified.
Nákup knihy
Evolutionary computation in stochastic environments, Christian Schmidt-Wellenburg
- Jazyk
- Rok vydání
- 2007
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Navrhnout úpravu
- Titul
- Evolutionary computation in stochastic environments
- Jazyk
- anglicky
- Vydavatel
- Univ.-Verl. Karlsruhe
- Rok vydání
- 2007
- Vazba
- měkká
- ISBN10
- 3866441282
- ISBN13
- 9783866441286
- Kategorie
- Skripta a vysokoškolské učebnice
- Anotace
- This book develops efficient methods for the application of Evolutionary Algorithms on stochastic problems. To achieve this, procedures for statistical selection are systematically analyzed with respect to different measures and significantly improved. It is shown how to adapt one of the best procedures for the needs of Evolutionary Algorithms and Evolutionary operators for efficient implementation in stochastic environments are identified.