• DocumentCode
    154880
  • Title

    Multi-agent cooperative transport planning of intermodal freight transport

  • Author

    Li, Luoqing ; Negenborn, Rudy R. ; De Schutter, Bart

  • Author_Institution
    Delft Center for Syst. & Control, Delft Univ. of Technol., Delft, Netherlands
  • fYear
    2014
  • fDate
    8-11 Oct. 2014
  • Firstpage
    2465
  • Lastpage
    2471
  • Abstract
    This paper proposes a multi-agent cooperative intermodal freight transport planning approach for multiple intermodal freight transport operators (IFTOs) in the control of container flows. The cooperation goal is to minimize the overall freight delivery cost for serving certain transport demands. Based on a distributed model predictive control methodology, a cooperative planning approach is proposed by decomposing the augmented Lagrangian formulation of the joint intermodal freight transport planning problem into subproblems that are then cooperatively solved by the IFTOs through iterative exchange of planning information. A simulation study on cooperative intermodel freight transport planning illustrates the potential of the proposed cooperative planning approach.
  • Keywords
    cost reduction; distributed control; freight containers; freight handling; goods distribution; multi-agent systems; planning; predictive control; IFTO; augmented Lagrangian formulation; container flow control; cooperative intermodel freight transport planning; distributed model predictive control methodology; intermodal freight transport operators; iterative exchange; joint intermodal freight transport planning problem; multiagent cooperative intermodal freight transport planning approach; overall freight delivery cost minimization; planning information; transport demands; Artificial neural networks; Containers; Couplings; Joints; Minimization; Optimization; Planning;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems (ITSC), 2014 IEEE 17th International Conference on
  • Conference_Location
    Qingdao
  • Type

    conf

  • DOI
    10.1109/ITSC.2014.6958085
  • Filename
    6958085