Constrained Bayesian Optimization with Adaptive Active Learning of Unknown Constraints

Fengxue Zhang, Zejie Zhu, Yuxin Chen

Optimizing objectives under constraints, where both the objectives and constraints are black box functions, is a common scenario in real-world applications such as scientific exper…