The effect of diversity maintenance on prediction in dynamic multi-objective optimization

Gan Ruan, Guo Yu, Jinhua Zheng, +2

Applied Soft Computing

Large-scale Global OptimizationEngineeringMachine LearningData ScienceIntelligent Optimization +7

A prediction strategy based on center points and knee points for evolutionary dynamic multi-objective optimization

Juan Zou, Qingya Li, Shengxiang Yang, +2

Applied Soft Computing

Knee PointsEngineeringIntelligent OptimizationEvolutionary ProgrammingCenter Points +7

Novel prediction and memory strategies for dynamic multiobjective optimization

Peng Zhou, Jinhua Zheng, Juan Zou, +1

Soft Computing

EngineeringMachine LearningIntelligent OptimizationSystems EngineeringNovel Prediction +3

A Fuzzy Decision Variables Framework for Large-Scale Multiobjective Optimization

Xu Yang, Juan Zou, Shengxiang Yang, +2

IEEE Transactions on Evolutionary Computation

A Multistage Algorithm for Solving Multiobjective Optimization Problems With Multiconstraints

Ruiqing Sun, Juan Zou, Yuan Liu, +2

IEEE Transactions on Evolutionary Computation

Mathematical ProgrammingNumerical AnalysisMultiple ConstraintsEngineeringPareto Front +12

A dual-population algorithm based on alternative evolution and degeneration for solving constrained multi-objective optimization problems

Juan Zou, Ruiqing Sun, Shengxiang Yang, +1

Information Sciences

Differential EvolutionDual-population AlgorithmAlternative EvolutionGenetic AlgorithmHybrid Optimization Technique +4

A predictive strategy based on special points for evolutionary dynamic multi-objective optimization

Qingya Li, Juan Zou, Shengxiang Yang, +2

Soft Computing

Differential EvolutionEngineeringIntelligent OptimizationPredictive StrategySystems Engineering +6

A Multipopulation Evolutionary Algorithm Using New Cooperative Mechanism for Solving Multiobjective Problems With Multiconstraint

Juan Zou, Ruiqing Sun, Yuan Liu, +4

IEEE Transactions on Evolutionary Computation

A close neighbor mobility method using particle swarm optimizer for solving multimodal optimization problems

Juan Zou, Qi Deng, Jinhua Zheng, +1

Information Sciences

Hybrid AlgorithmEngineeringMultimodal Optimization ProblemsFirefly AlgorithmIntelligent Optimization +4

A dynamic multiobjective evolutionary algorithm based on a dynamic evolutionary environment model

Juan Zou, Qingya Li, Shengxiang Yang, +3

Swarm and Evolutionary Computation

Evolution StrategyEngineeringComputer EngineeringSystems EngineeringEvolutionary Algorithms +6