in order to minimize the expected total costs, given by the sum of the procurement costs, the expected stock-out costs for un- met demand, the expected time-waste costs for overflow and the expected transshipment costs for repositioning at the end of the service. Multistage models allow us to split the day into a given number of shorter subperiods.