The minimization of an objective function over a constraint set can often be simplified if the ``active manifold'' of the constraints set can be correctly identified. In this work we present a simple subproblem, which can be used inside of any (convergent) optimization algorithm, that will identify the active manifold of a ``prox-regular partly smooth'' constraint set in a finite number of iterations.
Citation
submitted, Computational Optimization and Applications