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Keywords: multi-objective Bayesian optimization
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Journal Articles

A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems

Arpan Biswas, Claudio Fuentes, Christopher Hoyle
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. February 2023, 23(1): 014501.
Paper No: JCISE-21-1366
https://doi.org/10.1115/1.4054480
Published Online: May 20, 2022
...Arpan Biswas; Claudio Fuentes; Christopher Hoyle We propose a nested weighted Tchebycheff Multi-objective Bayesian optimization (WTB MOBO) framework where we built a regression model selection procedure from the ensemble of models, toward better estimation of the uncertain parameters (utopia...
View Article titled, A Nested Weighted Tchebycheff <span class="search-highlight">Multi</span>-<span class="search-highlight">Objective</span> <span class="search-highlight">Bayesian</span> <span class="search-highlight">Optimization</span> Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems
Open the PDF for A Nested Weighted Tchebycheff <span class="search-highlight">Multi</span>-<span class="search-highlight">Objective</span> <span class="search-highlight">Bayesian</span> <span class="search-highlight">Optimization</span> Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems in another window
Topics: Design, Optimization, Regression models, Errors
Includes: Supplementary data