Evolutionary computation in stochastic environments

By: Material type: ArticleArticleLanguage: English Publication details: KIT Scientific Publishing 2007Description: 1 electronic resource (VII, 128 p. p.)ISBN:
  • KSP/1000006634
  • 9783866441286
Subject(s): Online resources: Summary: 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.
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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.

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