Composite semi-infinite optimization

We consider a semi-infinite optimization problem in Banach spaces, where both the objective functional and the con- straint operator are compositions of convex nonsmooth mappings and differentiable mappings. We derive necessary optimality con- ditions for these problems. Finally, we apply these results to non- convex stochastic optimization problems with stochastic dominance constraints, generalizing earlier results.