Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models

Bingdong Li, Zixiang Di, Yongfan Lu +5

Multi-objective Bayesian optimization (MOBO) has shown promising performance on various expensive multi-objective optimization problems (EMOPs). However, effectively modeling compl…