Gradient-free optimization via integration

Christophe Andrieu, Nicolas Chopin, Ettore Fincato +1

We develop and analyse an approach to optimize functions $l:{\mathbb{R}}^d\to \mathbb{R}$ not assumed to be convex, differentiable or even continuous. The algorithm be…