Black-box Combinatorial Optimization using Models with Integer-valued Minima

Laurens Bliek, Sicco Verwer, Mathijs de Weerdt

When a black-box optimization objective can only be evaluated with costly or noisy measurements, most standard optimization algorithms are unsuited to find the optimal solution. Sp…