A Nonsmooth Maximum Principle for Optimal Control Problems with State and Mixed Constraints-Convex Case

Here we derive a nonsmooth maximum principle for optimal control problems with both state and mixed constraints. Crucial to our development is a convexity assumption on the “velocity set”. The approach consists of applying known penalization techniques for state constraints together with recent results for mixed constrained problems.