Knowledge Gradient for Multi-Objective Bayesian Optimization with Decoupled Evaluations

Jack M. Buckingham, Sebastian Rojas Gonzalez, Juergen Branke

Multi-objective Bayesian optimization aims to find the Pareto front of trade-offs between a set of expensive objectives while collecting as few samples as possible. In some cases,…