• DocumentCode
    1061995
  • Title

    Two-Stage Stochastic Integer Programming Model for Multiperiod Sea Cargo Mix Problem in Container Shipping Industry

  • Author

    Ang, James S K ; Cao, Chengxuan ; Parlar, Mahmut ; Ye, Heng-Qing

  • Author_Institution
    Bus. Sch., Nat. Univ. of Singapore, Singapore
  • Volume
    39
  • Issue
    2
  • fYear
    2009
  • fDate
    3/1/2009 12:00:00 AM
  • Firstpage
    460
  • Lastpage
    465
  • Abstract
    In this paper, we consider the cargo mix problem under uncertainty in the container shipping industry. We seek to determine the optimal cargo mix in a multiperiod planning horizon with the objective of maximizing the total expected profit derived from all freight bookings received in the planning horizon. We present a two-stage stochastic integer programming model and propose a heuristic algorithm for multiperiod sea cargo mix problem under uncertainty. Finally, numerical experiments on a wide range of randomly generated problem instances are conducted to demonstrate the efficiency of the algorithm.
  • Keywords
    containerisation; freight containers; integer programming; logistics; planning; ships; stochastic programming; container shipping industry; freight booking; heuristic algorithm; multiperiod planning horizon; multiperiod sea cargo mix problem; optimal cargo mix; total expected profit maximization; two-stage stochastic integer programming model; Container shipping industry; heuristic algorithm (HA); sea cargo mix; two-stage stochastic integer program;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/TSMCA.2008.2010754
  • Filename
    4745805