A ranking approach to global optimization

Cédric Malherbe, Emile Contal, Nicolas Vayatis

Abstract: We consider the problem of maximizing an unknown function f over a compact and convex set using as few observations f(x) as possible. We observe that the optimization of the function f essentially ...