Mesh Adaptive Direct Search Algorithms for Constrained Optimization
Mesh Adaptive Direct Search Algorithms for Constrained Optimization
This paper addresses the problem of minimization of a nonsmooth function under general nonsmooth constraints when no derivatives of the objective or constraint functions are available. We introduce the mesh adaptive direct search (MADS) class of algorithms which extends the generalized pattern search (GPS) class by allowing local exploration, called …