Evolutionary computation in stochastic environments

• Main Author: Schmidt, Christian (auth)
• Format: Electronic Book Chapter
• Language: English
• Published: KIT Scientific Publishing 2007
• Subjects: Evolutionary Algorithm; Uncertainty; Simulation based optimization; Bayes; Ranking & Selection; Genetic Algorithms
• Online Access: DOAB: download the publication; DOAB: description of the publication

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 proced...