Parallel Surrogate-assisted Optimization Using Mesh Adaptive Direct Search

Bastien Talgorn, Stéphane Alarie, Michael Kokkolaras

We consider computationally expensive blackbox optimization problems and present a method that employs surrogate models and concurrent computing at the search step of the mesh adap…