Before revision:  We obtain sufficient and necessary first order conditions for optimality and we provide the optimal procurement policy in terms of a "base inventory" process;
After revision:  We obtain necessary and sufficient first order conditions for optimality and we provide the optimal procurement policy in terms of a "base inventory" process;