• DocumentCode
    503977
  • Title

    An Improved Optimization Algorithm for the Container Loading Problem

  • Author

    Shunzhi, Zhu ; Wenxing, Hong

  • Author_Institution
    Dept. of Comput. Sci. & Technol., Xiamen Univ. of Technol., Xiamen, China
  • Volume
    2
  • fYear
    2009
  • fDate
    19-21 May 2009
  • Firstpage
    46
  • Lastpage
    49
  • Abstract
    Container loading problem is a kind of space resources optimization problem which consists of various constraints. The solution can be extended to aircraft, cargo loading for ships, even the memory allocation for computer, and other applications. This paper proposes a new algorithm for loading a variety of different goods into a single container with multi-batches. With the concept of "plane" and "block", the algorithm uses "depth priority" strategy to locate for the suitable space. The algorithm also allows goods to rotate in any possible directions, while under the guarantee of efficient space usage, it improves the placement stability. With the priorities of each goods assigned by the algorithm, we should could allocate more goods at the same location. The optimal algorithm is supposed to withdraw when the last batch packing is unsuitable. Experimental results show that the algorithm is effective to solve such problems.
  • Keywords
    containers; loading; logistics; optimisation; aircraft; batch packing; container loading problem; depth priority strategy; memory allocation; ships; space resources optimization problem; Aircraft; Constraint optimization; Containers; Heuristic algorithms; Loading; Logistics; Software algorithms; Software engineering; Space technology; Stability; heuristic algorithm; logistics distribution; three-dimensional loading;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Software Engineering, 2009. WCSE '09. WRI World Congress on
  • Conference_Location
    Xiamen
  • Print_ISBN
    978-0-7695-3570-8
  • Type

    conf

  • DOI
    10.1109/WCSE.2009.335
  • Filename
    5319711