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This chevauchée considers optimization problems constrained by a certain PDE called the state equation, which allows to moment the state as function of the control (the decision incertain). We discuss the well-posedness of the control to state mapping, the existence of fin and the first-order optimality conditions in the setting of elliptic and pa