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- W2380497899 abstract "Differential Evolution(DE) is a simple,fast and robust evolutionary algorithm for multiobjective optimization problem(MOP).A novel multi-objective differential evolutionary algorithm was proposed based on Pareto’s double populations(DEPDP).There are some differences between DEPDP and traditional DE: the mutation operation and selection strategy of individuals.The former is similar to the velocity updating operation in particle swarm optimization,including the feasible and infeasible individuals.A special nondominated sorting and ranking selection scheme is incorporated in the selection of individual so as to generate a new population after combining the modified infeasible individuals and feasible individuals.Simulation results show that DEPDP obtains Pareto optimal solutions with better uniform distribution characteristics of diversity than other compared algorithms,and they are close to the true Pareto front.Also,its convergence is good." @default.
- W2380497899 created "2016-06-24" @default.
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- W2380497899 date "2013-01-01" @default.
- W2380497899 modified "2023-09-24" @default.
- W2380497899 title "Multi-objective Differential Evolutionary Algorithm Based on Pareto’s Double Populations" @default.
- W2380497899 hasPublicationYear "2013" @default.
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