Abstract: Inventory problem for a regional logistics network with m distribution centers and n retailers is studied.To solve this problem,a network prediction model of inventory demands is built.By using Dijkstra’s shortest path algorithm,the total demands of each distribution center can be determined.The correctness and feasibility of the model is evaluated by a case study.