Litcius/Paper detail

An improved sufficient dimension reduction-based Kriging modeling method for high-dimensional evaluation-expensive problems

Zhouzhou Song, Zhao Liu, Hanyu Zhang, Ping Zhu

2023Computer Methods in Applied Mechanics and Engineering36 citationsDOI

Topics & Concepts

KrigingDimensionality reductionEstimatorMathematical optimizationHyperparameterSufficient dimension reductionDimension (graph theory)Computer scienceMathematicsAlgorithmReduction (mathematics)Machine learningStatisticsPure mathematicsGeometryAdvanced Multi-Objective Optimization AlgorithmsGrey System Theory ApplicationsOptimal Experimental Design Methods