User preferences in Bayesian multi-objective optimization: the expected weighted hypervolume improvement criterion

Paul Feliot, Julien Bect, Emmanuel Vazquez

In this article, we present a framework for taking into account user preferences in multi-objective Bayesian optimization in the case where the objectives are expensive-to-evaluate…