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Claudio Fuentes
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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
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
View Article titled, A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization Approach for Flexibility of Unknown Utopia Estimation in Expensive Black-Box Design Problems
Open the PDF for A Nested Weighted Tchebycheff Multi-Objective Bayesian Optimization 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
Journal Articles

A Multi-Objective Bayesian Optimization Approach Using the Weighted Tchebycheff Method

Arpan Biswas, Claudio Fuentes, Christopher Hoyle
Journal: Journal of Mechanical Design
Article Type: Research Papers
J. Mech. Des. January 2022, 144(1): 011703.
Paper No: MD-20-1759
https://doi.org/10.1115/1.4051787
Published Online: August 11, 2021
View Article titled, A Multi-Objective Bayesian Optimization Approach Using the Weighted Tchebycheff Method
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Topics: Design, Optimization
Proceedings Papers

An Approach to Bayesian Optimization in Optimizing Weighted Tchebycheff Multi-Objective Black-Box Functions

Arpan Biswas, Claudio Fuentes, Christopher Hoyle
Proc. ASME. IMECE2020, Volume 6: Design, Systems, and Complexity, V006T06A030, November 16–19, 2020
Paper No: IMECE2020-23414
https://doi.org/10.1115/IMECE2020-23414
View Paper titled, An Approach to Bayesian Optimization in Optimizing Weighted Tchebycheff Multi-Objective Black-Box Functions
Open the PDF for An Approach to Bayesian Optimization in Optimizing Weighted Tchebycheff Multi-Objective Black-Box Functions in another window
Topics: Optimization, Design, Risk, Calibration, Creep, Failure, Fatigue, Manufacturing, Pareto optimization, Pressure