Differential Evolution Algorithm with Ensemble of Parameters and Mutation and Crossover Strategies

作者: Rammohan Mallipeddi , Ponnuthurai Nagaratnam Suganthan , None

DOI: 10.1007/978-3-642-17563-3_9

关键词: Meta-optimizationEvolutionary computationEvolutionary algorithmEvolution strategyGlobal optimizationComputer scienceDifferential evolutionOptimization problemMathematical optimizationMutation (genetic algorithm)Multi-swarm optimizationOffspringCMA-ESNatural evolution strategyCrossover

摘要: … hand different mutation strategies with different parameter settings may be … effective during different stages of the evolution than a single mutation strategy with unique parameter settings …

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