most citedA Bi-Objective Optimization Based Acquisition Strategy for Batch Bayesian Global Optimization

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math.OC2024★ 2 cited

A Bi-Objective Optimization Based Acquisition Strategy for Batch Bayesian Global Optimization

Francesco Carciaghi, Simone Magistri, Pierluigi Mansueto +1

In this paper, we deal with batch Bayesian Optimization (Bayes-Opt) problems over a box and we propose a novel bi-objective optimization (BOO) acquisition strategy to sample points…