• DocumentCode
    2515462
  • Title

    An optimization model for the order dispatching problem in distributed production environment

  • Author

    Qing Wang ; Shu-an Liu ; Bin Gao ; Dingwei Wang

  • Author_Institution
    Fac. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • fYear
    2011
  • fDate
    23-25 May 2011
  • Firstpage
    1444
  • Lastpage
    1449
  • Abstract
    In distributed production environment, products manufacturing may be strategically distributed worldwide. This paper studies an important problem of order management in the distributed production environment: order dispatching problem (ODP). A mathematical model is developed to describe the problem, which assigns orders to manufacturers subject to a set of objectives and constraints (i.e., profits, transportation costs and usage rate of parts inventory). A neural network with heuristic mechanism is designed to solve the model. The embedded heuristic mechanism can make the solutions converge faster and obtain better results as well. The computation results show that the heuristic NN can find satisfactory solution of ODP in acceptable time so as to make order management in distributed production environment effective and efficient.
  • Keywords
    manufactured products; mathematical analysis; neurocontrollers; order processing; production control; distributed production environment; embedded heuristic mechanism; heuristic neural network; mathematical model; optimization model; order dispatching problem; order management; products manufacturing; Artificial neural networks; Dispatching; Manufacturing; Mathematical model; Neurons; Production; Transportation; Distributed Production; Neural Network; Order management; Virtual Enterprise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2011 Chinese
  • Conference_Location
    Mianyang
  • Print_ISBN
    978-1-4244-8737-0
  • Type

    conf

  • DOI
    10.1109/CCDC.2011.5968419
  • Filename
    5968419