An adaptive differential evolution with deeply informed mutation strategy and historical information for numerical optimization
Junyi Gou, Liangliang Sun, Jing Liu, Zhenghao Song, Ge Guo, She-Gan Gao, Ke Liu, Natalja M. Matsveichuk, Yuri N. Sotskov
Topics & Concepts
Premature convergenceDifferential evolutionComputer scienceConvergence (economics)MutationMathematical optimizationAdaptive strategiesCompetitor analysisPopulationOptimization problemIdentification (biology)Adaptive evolutionEvolutionary computationControl (management)Stochastic optimizationEvolution strategySimple (philosophy)Diversity (politics)Optimal controlAdaptive mutationMeta-optimizationArtificial intelligenceEvolutionary algorithmAdaptive controlConstrained optimizationRate of convergenceGlobal optimizationKey (lock)Machine learningSequence (biology)Metaheuristic Optimization Algorithms ResearchAdvanced Multi-Objective Optimization AlgorithmsAdvanced Optimization Algorithms Research