Conference Paper/Proceeding/Abstract 560 views
MBORE: multi-objective Bayesian optimisation by density-ratio estimation
George De Ath,
Tinkle Chugh,
Alma Rahat 
Proceedings of the Genetic and Evolutionary Computation Conference
Swansea University Author:
Alma Rahat
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DOI (Published version): 10.1145/3512290.3528769
Abstract
MBORE: multi-objective Bayesian optimisation by density-ratio estimation
| Published in: | Proceedings of the Genetic and Evolutionary Computation Conference |
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| ISBN: | 978-1-4503-9237-2 978-1-4503-9237-2 |
| Published: |
New York, NY, USA
ACM
2022
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| URI: | https://cronfa.swan.ac.uk/Record/cronfa60512 |
| Tags: |
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| Keywords: |
Bayesian optimisation, Surrogate modelling, Scalarisation methods, Efficient multi-objective optimisation, Acquisition function |
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| College: |
Faculty of Science and Engineering |
| Funders: |
Engineering and Physical Sciences Research Council |