This article analyzes a continuous time back-ordered inventory system with stochastic demand and stochastic delivery … done. Next, by modeling demand as a diffusion process, we reformulate the inventory control problem as an impulse control … obtain the optimality of the (s, S) policy and the limiting distribution of the inventory level. We also obtain the long run …