2009 · 173 citations · 17 references
Natural SciencesMathematicsDynamical SystemsOptimizationAdaptive ControlDynamic OptimizationEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsPopulation-based SearchDifferential EvolutionDynamic Evolutionary OptimizationEvolutionary AlgorithmsSelf-adaptive Evolutionary Algorithms
In this paper we investigate a Self-Adaptive Differential Evolution algorithm (jDE) where F and CR control parameters are self-adapted and a multi-population method with aging mechanism is used. The performance of the jDE algorithm is evaluated on the set of benchmark functions provided for the CEC 2009 special session on evolutionary computation in dynamic and uncertain environments.
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