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Keywords: pointwise ensemble of surrogate models
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Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. November 2023, 145(11): 111705.
Paper No: MD-23-1096
Published Online: August 25, 2023
... Corresponding author. Email: sxg@dlut.edu.cn 24 02 2023 08 07 2023 10 07 2023 25 08 2023 pointwise ensemble of surrogate models model selection cross-validation pointwise weight calculation agent-based design design optimization metamodeling structural optimization...
Journal Articles
Journal:
Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. May 2022, 144(5): 051702.
Paper No: MD-21-1395
Published Online: December 6, 2021
...Yong Pang; Yitang Wang; Wei Sun; Xueguan Song The ensemble of surrogate models is increasingly implemented in practice for its more flexibility and resilience than individual models. The optimization-based two-layer pointwise ensemble of surrogate models (OTL-PEM) is proposed in this paper...