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Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method

Xiaobing Shang, Zhi Zhang, Hai Fang, Bo Li, Y. Li

2023Advanced Engineering Informatics29 citationsDOI

Topics & Concepts

KrigingRobustness (evolution)Kernel (algebra)Surrogate modelComputer scienceSampling (signal processing)MathematicsEnsemble learningAlgorithmMathematical optimizationMachine learningBiochemistryCombinatoricsFilter (signal processing)Computer visionGeneChemistryAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignGrey System Theory Applications
Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method | Litcius