A Surrogate-Assisted Evolutionary Algorithm with Random Feature Selection for Large-Scale Expensive Problems
Guoxia Fu, Chaoli Sun, Ying Tan, Guochen Zhang, Yaochu Jin
Topics & Concepts
Computer scienceBenchmark (surveying)Mathematical optimizationEvolutionary algorithmOptimization problemDimension (graph theory)Scale (ratio)Selection (genetic algorithm)Feature selectionPopulationSurrogate modelSeparable spaceAlgorithmArtificial intelligenceMachine learningMathematicsSociologyGeographyGeodesyDemographyMathematical analysisPure mathematicsPhysicsQuantum mechanicsAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchEvolutionary Algorithms and Applications