In blackbox optimization, evaluation of the objective and constraint functions is time consuming. In some situations, constraint values may be evaluated in...

This work reviews blackbox optimization applications over the last twenty years, addressed using direct search optimization methods. Emphasis is placed on...

We consider computationally expensive blackbox optimization problems and present a method that employs surrogate models and concurrent computing at the searc...