This article develops optimal ordering policies for a group of inventory items when a supplier offers a one-time discount for the group. The objective of such policies is to reduce total inventory costs within a firm's warehouse space or funds-availability constraints. Several models are developed to reflect the characteristics of suppliers' offers and the models are analyzed using both Lagrangian and linear programming methods.