An Empirical Review of Model-based Adaptive Sampling for Global Optimization of Expensive Black-box Functions

Nazanin Nezami, Hadis Anahideh

This paper reviews the state-of-the-art model-based adaptive sampling approaches for single-objective black-box optimization (BBO). While BBO literature includes various promising…