• DocumentCode
    1936231
  • Title

    A solution for delivery problem based on HIMS model and service science

  • Author

    Dong, Fangyan ; Chen, Kewei ; Hirota, Kaoru

  • Author_Institution
    Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Tokyo, Japan
  • fYear
    2011
  • fDate
    19-21 Sept. 2011
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    A solution for the delivery problem (vehicle routing, scheduling, and dispatching problem with single depot) is proposed to bridge the gap between conventional methods and complex situations in the real world. The HIMS model (a computational model with Hierarchical Multiplex Structure) is also applied for solving the delivery problem. The HIMS model contains 3 layers: Atomic layer (system cost can be controlled by a heuristic method), Molecular layer (system state can be adjusted by a heuristic method and an optimal calculation), and Individual layer (a system balance can be modified based on information technology service). Experiments with two cases (full or minimum working vehicles) are performed. The experimental results and the evaluations by experts show that the solution provides a feasible and efficient tool to solve the delivery problem in the real world.
  • Keywords
    dispatching; scheduling; transportation; HIMS model; atomic layer; delivery problem; dispatching problem; heuristic method; hierarchical multiplex structure; individual layer; information technology service; molecular layer; optimal calculation; scheduling; service science; system balance; system cost; system state; vehicle routing; Computational modeling; Data models; Dispatching; Loading; Object oriented modeling; Routing; Vehicles;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing (WISP), 2011 IEEE 7th International Symposium on
  • Conference_Location
    Floriana
  • Print_ISBN
    978-1-4577-1403-0
  • Type

    conf

  • DOI
    10.1109/WISP.2011.6051719
  • Filename
    6051719