Surrogate-Assisted Bounding-Box approach applied to constrained multi-objective optimisation under uncertainty

M. Rivier and P.M. Congedo

Reliability Engineering and System Safety, 2022, vol. 217, issue C

Abstract: This paper is devoted to tackling constrained multi-objective optimisation under uncertainty problems. A Surrogate-Assisted Bounding-Box approach (SABBa) is formulated here to deal with approximated robustness and reliability measures, which can be adaptively refined.

Keywords: Multi-objective optimisation; Uncertainty-based optimisation; Error bounding boxes; Imprecise Pareto front; Surrogate-Assisting strategy (search for similar items in EconPapers)
Date: 2022
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Citations: View citations in EconPapers (2)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:reensy:v:217:y:2022:i:c:s0951832021005445

DOI: 10.1016/j.ress.2021.108039

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