Nonsmooth trust-region algorithm with applications to robust stability of uncertain systems

Pierre Apkarian, Dominikus Noll, Laleh Ravanbod

We propose a bundle trust-region algorithm to minimize locally Lipschitz functions which are potentially nonsmooth and nonconvex. We prove global convergence of our method and show…