Article ID: | iaor20082138 |
Country: | United States |
Volume: | 54 |
Issue: | 3 |
Start Page Number: | 315 |
End Page Number: | 330 |
Publication Date: | Apr 2007 |
Journal: | Naval Research Logistics |
Authors: | Bish Ebru K., Maddah Bacel |
Keywords: | commerce |
Consider a set of product variants that are differentiated by some secondary attributes such as flavor, color, or size. The retailer’s problem is to jointly determine the set of variants to include in her product line (‘assortment’), together with their prices and inventory levels, so as to maximize her expected profit. We model the consumer choice process using a multinomial logit choice model and consider a newsvendor type inventory setting. We derive the structure of the optimal assortment for some important special cases, including the case of horizontally differentiated items, and propose a dominance relationship for the general case that simplifies the search for an optimal assortment. We also discuss structural properties of the optimal prices. Finally, motivated by our analytical results, we propose a heuristic solution procedure, which is shown to be quite effective through a numerical study.