most citedA Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions

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math.OC2022★ 1 cited

A Bayesian Optimization Framework for Finding Local Optima in Expensive Multi-Modal Functions

Yongsheng Mei, Tian Lan, Mahdi Imani +1

Bayesian optimization (BO) is a popular global optimization scheme for sample-efficient optimization in domains with expensive function evaluations. The existing BO techniques are…