qPOTS: Efficient batch multiobjective Bayesian optimization via Pareto optimal Thompson sampling

Ashwin Renganathan, Kade E. Carlson

Classical evolutionary approaches for multiobjective optimization are quite accurate but incur a lot of queries to the objectives; this can be prohibitive when objectives are expen…