 Consider the simple abstract robust optimization problem

where formula_31 denotes the set of all "possible" values of formula_22 under consideration.This is a "global" robust optimization problem in the sense that the robustness constraint formula_33 represents all the "possible" values of formula_22.The difficulty is that such a "global" constraint can be too demanding in that there is no formula_35 that satisfies this constraint.