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An adaptive ensemble of surrogate models based on heuristic model screening

Xiaonan Lai, Yong Pang, Shuai Zhang, Wei Sun, Xueguan Song

2022Structural and Multidisciplinary Optimization13 citationsDOI

Topics & Concepts

Robustness (evolution)Computer scienceHyperparameterHeuristicSurrogate modelMachine learningMathematical optimizationArtificial intelligenceMathematicsGeneBiochemistryChemistryAdvanced Multi-Objective Optimization AlgorithmsProbabilistic and Robust Engineering DesignOptimal Experimental Design Methods
An adaptive ensemble of surrogate models based on heuristic model screening | Litcius