• DocumentCode
    559847
  • Title

    A Hybrid Algorithm for Single-Depot Integrated Vehicle Routing Problem

  • Author

    Chen, Jiaqi ; Qu, Yuan

  • Author_Institution
    Sch. of Manage., Jinan Univ., Guangzhou, China
  • Volume
    1
  • fYear
    2011
  • fDate
    24-25 Sept. 2011
  • Firstpage
    30
  • Lastpage
    33
  • Abstract
    This paper designed a simulated annealing algorithm (SA) for the single depot integrated vehicle routing problem and introduced the principium of the algorithm. The SA is based on the delivery route expressed with natural numbers. Considering the differences between delivery distance and time windows limits, the penalty function and the properties of the limits are proposed into the simulated annealing algorithm for the depot insertion control. For the search space extension, three kinds of neighborhood are proposed and incorporated into the state generating function. In addition, the algorithm uses tabu rules to control the sampling process. We conducted a comparative analysis between discrepant scales and different algorithms. The results of computational experiments shows that the proposed algorithm is effective in solving the single depot integrated vehicle routing problem.
  • Keywords
    sampling methods; search problems; simulated annealing; transportation; vehicles; delivery distance; depot insertion control; hybrid algorithm; penalty function; sampling process; search space extension; simulated annealing; single-depot integrated vehicle routing problem; tabu rule; time windows limit; Algorithm design and analysis; Heuristic algorithms; Routing; Search problems; Simulated annealing; Time factors; Vehicles; simulated annealing algorithm; tabu rules; vehicle routing problem;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology, Computer Engineering and Management Sciences (ICM), 2011 International Conference on
  • Conference_Location
    Nanjing, Jiangsu
  • Print_ISBN
    978-1-4577-1419-1
  • Type

    conf

  • DOI
    10.1109/ICM.2011.37
  • Filename
    6113348