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HBMOO

Hybrid Bayesian Multi-Objective Optimisation

Methods for Bayesian multi-objective optimisation (BMOO) for cases with two objective functions, where one objective is analytical and the other objective is a black-box modelled with a Gaussian process surrogate.

The acquisition functions match the acquisition functions in the paper DOI: 10.1109/TBME.2018.2855404

Requirements: reggie and pybo packages from mwhoffman

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  • Python 100.0%