Concepedia

Balancing convergence and diversity in resource allocation strategy for decomposition-based multi-objective evolutionary algorithm

Liping Wang, Xiaotian Pan, Xiao Shen, Peipei Zhao, Qicang Qiu

Applied Soft Computing · 2020 · 19 citations · 38 references

Concepts

Natural SciencesMathematicsDiversification StrategyOptimizationEvolutionary ComputationEvolutionary OptimizationMetaheuristic OptimizationMulti-objective OptimizationMultiobjective OptimizationResource OptimizationDecomposition-based Multiobjective OptimizationDecomposition-based OptimizationMulti-objective Evolutionary AlgorithmsMulti-objective Evolutionary ComputationMultiobjective Evolutionary Algorithms

References

38

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.6K citations

Natural Sciences, Computer Science, Algorithms +16

Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach

Eckart Zitzler, Lothar Thiele · IEEE Transactions on Evolutionary Computation · 1999 · 8.6K citations

Natural Sciences, Mathematics, Diversification Strategy +16

Comparison of Multiobjective Evolutionary Algorithms: Empirical Results

Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele · Evolutionary Computation · 2000 · 5.6K citations

Natural Sciences, Mathematics, Algorithms +14

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]

Ye Tian, Ran Cheng, Xingyi Zhang et al. · IEEE Computational Intelligence Magazine · 2017 · 2.6K citations

Computing, Computer Science, Algorithms +16