Proximal basin hopping: global optimization with guarantees

Guillaume Lauga, Cesare Molinari, Samuel Vaiter

Global optimization is a challenging problem, with plenty of algorithms displaying empirical success, but scarce theoretical backing. In this work, we propose a new theoretical fra…