The research was to explore different seasonal demand under different circumstances, assumed that lead time is fixed and the demand is a random variable. A mathematical inventory model was constructed which considered the quantity discount and space constraint applied optimization technique and numerical analysis method to search for optimal ordering quantity and reorder point to achieve the minimized expected total cost. A numerical example was illustrated to verify its feasibility and correctness. Finally, nine conclusions are drawn for future research and practical applications.