A divergence-based condition to ensure quantile improvement in black-box global optimization

Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira

Black-box global optimization aims at minimizing an objective function whose analytical form is not known. To do so, many state-of-the-art methods rely on sampling-based strategies…