Multi-attribute Bayesian optimization with interactive preference learning

Raul Astudillo, Peter I. Frazier

Abstract: We consider black-box global optimization of time-consuming-to-evaluate functions on behalf of a decision-maker (DM) whose preferences must be learned. Each feasible design is associated with a tim...