Deterministic Langevin Unconstrained Optimization with Normalizing Flows

James M. Sullivan, Uros Seljak

We introduce a global, gradient-free surrogate optimization strategy for expensive black-box functions inspired by the Fokker-Planck and Langevin equations. These can be written as…