Continuous surrogate-based optimization algorithms are well-suited for expensive discrete problems

Rickard Karlsson, Laurens Bliek, Sicco Verwer +1

One method to solve expensive black-box optimization problems is to use a surrogate model that approximates the objective based on previous observed evaluations. The surrogate, whi…