The studied warehouse has 13 picking aisles and 12 shelves. Each shelf has four layers and two sides for picking. One side of a shelf has total 100 storage locations. And totally 2400 storage locations are included in the warehouse. Only one product can be stored in each location. The layout of the warehouse is illustrated in Fig. 1.