Benchmarking surrogate-based optimisation algorithms on expensive black-box functions

Laurens Bliek, Arthur Guijt, Rickard Karlsson, Sicco Verwer, Mathijs de Weerdt

Abstract: Highlights•Six surrogate-based algorithms were tested on four expensive optimisation problems.•Best algorithm depends on evaluation time and available computation budget.•Continuous vs. discrete is of less importance.