• DocumentCode
    465913
  • Title

    A Simple Meta-heuristic Approach for the Multiple Container Loading Problem

  • Author

    Takahara, Shigeyuki

  • Author_Institution
    Kagawa Prefectural Ind. Technol. Center, Takamatsu
  • Volume
    3
  • fYear
    2006
  • fDate
    8-11 Oct. 2006
  • Firstpage
    2328
  • Lastpage
    2333
  • Abstract
    The multiple container loading problem means that a set of boxes should be placed into one or more containers so that the required container space is minimized. In this paper this problem is solved by a simple meta-heuristic approach using a greedy algorithm, which is based on first-fit concept. This algorithm determines arrangement of each box according to a sequence of boxes. The sequence is altered by using a simple meta-heuristics, such as local search and simulated annealing. The practical constraints like load stability is taken into account. The effectiveness of the proposed approach is shown by comparing the results obtained several other approaches for the multiple container loading problem.
  • Keywords
    bin packing; boxes; greedy algorithms; loading; search problems; simulated annealing; first-fit concept; greedy algorithm; meta-heuristic approach; multiple container loading problem; Containers; Cybernetics; Greedy algorithms; Heuristic algorithms; Performance analysis; Simulated annealing; Stability; Transportation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2006. SMC '06. IEEE International Conference on
  • Conference_Location
    Taipei
  • Print_ISBN
    1-4244-0099-6
  • Electronic_ISBN
    1-4244-0100-3
  • Type

    conf

  • DOI
    10.1109/ICSMC.2006.385210
  • Filename
    4274216