Multi-fidelity global optimization using a data-mining strategy for computationally intensive black-box problems
Jie Liu, Huachao Dong, Peng Wang
Topics & Concepts
Computer scienceSurrogate modelData miningCluster analysisBenchmark (surveying)KrigingRobustness (evolution)Global optimizationBlack boxFidelityLocal search (optimization)Optimization problemMachine learningMathematical optimizationArtificial intelligenceAlgorithmMathematicsTelecommunicationsChemistryGeneBiochemistryGeodesyGeographyAdvanced Multi-Objective Optimization AlgorithmsMetaheuristic Optimization Algorithms ResearchAdvanced Optimization Algorithms Research