• DocumentCode
    3195398
  • 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
  • fYear
    2002
  • fDate
    2002
  • Firstpage
    224
  • Lastpage
    229
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings. 14th IEEE International Conference on
  • ISSN
    1082-3409
  • Print_ISBN
    0-7695-1849-4
  • Type

    conf

  • DOI
    10.1109/TAI.2002.1180808
  • Filename
    1180808