2006 · 332 citations · 22 references
Natural SciencesMathematicsDesign OptimizationDifferential EquationsOptimizationConstrained OptimizationConstraint HandlingEvolutionary ComputationEvolutionary OptimizationMetaheuristic OptimizationParameter OptimizationConstraint Optimization ProblemsDifferential EvolutionEvolutionary AlgorithmsReplacementSelf-adaptive Evolutionary Algorithms
In this paper, we propose an extension of Self-adaptive Differential Evolution algorithm (SaDE) to solve optimization problems with constraints. In comparison with the original SaDE algorithm, the replacement criterion was modified for handling constraints. The performance of the proposed method is reported on the set of 24 benchmark problems provided by CEC2006 special session on constrained real parameter optimization.
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