Towards a multi-fidelity & multi-objective Bayesian optimization efficient algorithm

Black-box optimization methods like Bayesian optimization are often employed in cases where the underlying objective functions and their gradient are complex, expensive to evaluate, or unavailable in closed form, making it difficult or impossible to use traditional optimization techniques. Fixed-win...

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Bibliographic Details

Published in:	Aerospace science and technology Vol. 142; no. Part B; p. 108673
Main Authors:	Charayron, Rémy, Lefebvre, Thierry, Bartoli, Nathalie, Morlier, Joseph
Format:	Journal Article
Language:	English
Published:	Elsevier Masson SAS 01.11.2023 Elsevier
Subjects:	Bayesian optimization Fixed-wing drone Kriging Mathematics Multi-disciplinary optimization Multi-fidelity Multi-objective Multi-disciplinary optimization Multi-objective Multi-fidelity Bayesian optimization Kriging Fixed-wing drone I-GAIA
ISSN:	1270-9638
Online Access:	Get full text
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