• DocumentCode
    3049270
  • Title

    Scheduling of vehicles in the material handling systems based on the Mixed Integer Programming model

  • Author

    Wang, Lanjun

  • Author_Institution
    IBM Res., Beijing, China
  • fYear
    2012
  • fDate
    8-10 July 2012
  • Firstpage
    361
  • Lastpage
    365
  • Abstract
    Material handling system is widely required in various segments of manufacturing and logistics industries. Optimizing the schedule of its vehicles is very important for reducing costs and increasing efficiency. A new Mixed Integer Programming (MIP) model is presented in this paper for scheduling the vehicles of a practical material handling system within a given time window. By selecting the decision variables appropriately, the objective function and the constraints are simplified, and it is formulated as a linear mixed integer problem with reasonable scale. The system dynamics is incorporated analytically within the optimization framework so that the efficient MIP solver CPLEX can be applied to obtain the optimal schedule. Numerical results demonstrate the effectiveness of the new model in comparison with the models and the methods used in industry.
  • Keywords
    cost reduction; integer programming; linear programming; logistics; manufacturing industries; materials handling; scheduling; CPLEX; cost reduction; linear mixed integer problem; logistics industry; manufacturing industry; material handling system; mixed integer programming model; objective function; optimal schedule; optimization framework; system dynamic; vehicle scheduling; Control systems; Estimation; Loading; Optimization; Silicon;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Service Operations and Logistics, and Informatics (SOLI), 2012 IEEE International Conference on
  • Conference_Location
    Suzhou
  • Print_ISBN
    978-1-4673-2400-7
  • Type

    conf

  • DOI
    10.1109/SOLI.2012.6273563
  • Filename
    6273563