Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian Optimization

Jixiang Chen, Fu Luo, Zhenkun Wang

Bayesian optimization (BO) is a typical approach to solve expensive optimization problems. In each iteration of BO, a Gaussian process(GP) model is trained using the previously eva…