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Keywords: ensemble of surrogate models
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Journal Articles

MID-ESM: An Adaptive Median-Based Ensemble of Surrogate Models

Jianji Li, Shuai Zhang, Pengwei Liang, Xiaonan Lai, Xueguan Song
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. November 2023, 145(11): 114501.
Paper No: MD-22-1776
https://doi.org/10.1115/1.4062977
Published Online: August 16, 2023
..., the ensemble of surrogate models is gradually drawing more attention due to its better applicability and robustness. Thus, this paper proposes an adaptive median-based ensemble of surrogate models (MID-ESMs). At first, construct a reference model using the median of the predicted values of several surrogate...
View Article titled, MID-ESM: An Adaptive Median-Based <span class="search-highlight">Ensemble</span> of <span class="search-highlight">Surrogate</span> <span class="search-highlight">Models</span>
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Topics: Noise (Sound), Robustness, Weight (Mass), Errors, Dimensions