An Empirical Study on Ensemble-Based Transfer Learning Bayesian Optimisation with Mixed Variable Types

Natasha Trinkle, Huong Ha, Jeffrey Chan

Bayesian optimisation is a sample efficient method for finding a global optimum of expensive black-box objective functions. Historic datasets from related problems can be exploited…