Controllable Expensive Multi-objective Learning with Warm-starting Bayesian Optimization

Quang-Huy Nguyen, Long P. Hoang, Hoang V. Viet +1

Pareto Set Learning (PSL) is a promising approach for approximating the entire Pareto front in multi-objective optimization (MOO) problems. However, existing derivative-free PSL me…