FigBO: A Generalized Acquisition Function Framework with Look-Ahead Capability for Bayesian Optimization

Hui Chen, Xuhui Fan, Zhangkai Wu +1

Bayesian optimization is a powerful technique for optimizing expensive-to-evaluate black-box functions, consisting of two main components: a surrogate model and an acquisition func…