Greed is Good: Exploration and Exploitation Trade-offs in Bayesian Optimisation

George De Ath, Richard M. Everson, Alma A. M. Rahat +1

The performance of acquisition functions for Bayesian optimisation to locate the global optimum of continuous functions is investigated in terms of the Pareto front between explora…