Global optimization of Lipschitz functions

Cédric Malherbe, Nicolas Vayatis

Abstract: The goal of the paper is to design sequential strategies which lead to efficient optimization of an unknown function under the only assumption that it has a finite Lipschitz constant. We first iden...