Bayesian Optimization for Non-Convex Two-Stage Stochastic Optimization Problems

Jack M. Buckingham, Ivo Couckuyt, Juergen Branke

Bayesian optimization is a sample-efficient method for solving expensive, black-box optimization problems. Stochastic programming concerns optimization under uncertainty where, typ…