Title :
Adjusted network flow for the shelf-space allocation problem
Author :
Lim, Andrew ; Rodrigues, Brian ; Xiao, Fei ; Zhang, Xingwen
Author_Institution :
Sch. of Comput., Nat. Univ. of Singapore, Singapore
Abstract :
In this paper, we study shelf space allocation optimization which is important to retail operations management. Our approach is to formulate a model that is applicable to operational realities and to seek solutions with realistic test data. This model is linked to the multidimensional knapsack problem. We first solve a simplified version of the problem to achieve maximum profit by transforming it into a network flow problem. Then, with simple adaptations we solve the general shelf space allocation problem with the help of the network flow model. The approach is simple and direct while experimental results improve on recent findings significantly and are very close to the optimal.
Keywords :
directed graphs; knapsack problems; optimisation; resource allocation; retailing; adjusted network flow; maximum profit; multidimensional knapsack problem; network flow model; retail operations management; shelf-space allocation optimization; Advertising; Aerospace industry; Business; Customer satisfaction; Inventory management; Investments; Space technology; Technology management; Testing; Upper bound;
Conference_Titel :
Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings. 14th IEEE International Conference on
Print_ISBN :
0-7695-1849-4
DOI :
10.1109/TAI.2002.1180808