Optimization of expected shortfall on convex sets

In this article, we prove that the minimization problem of the expected shortfall over a convex but not necessarily closed set of financial positions has a solution. We provide both minimax and variational approaches on this problem. In the case where the optimization conclusions arise from the application of subgradient arguments, we need the assumption that the set of financial positions is closed.