 In this latter case, no model of uncertainty is needed to generate scenarios.Moreover, most remarkably, also in this case scenario optimization comes accompanied by a full-fledged theory because all scenario optimization results are distribution-free and can therefore be applied even when a model of uncertainty is not available.For constraints that are convex (e.g.