Efficient computation of the Knowledge Gradient for Bayesian Optimization

Juan Ungredda, Michael Pearce, Juergen Branke

Bayesian optimization is a powerful collection of methods for optimizing stochastic expensive black box functions. One key component of a Bayesian optimization algorithm is the acq…