• DocumentCode
    3186677
  • Title

    A placement heuristic for a commercial decision support system for container vessel stowage

  • Author

    Delgado, Andrea ; Jensen, R.M. ; Guilbert, N.

  • Author_Institution
    IT Univ. of Copenhagen, Copenhagen, Denmark
  • fYear
    2012
  • fDate
    1-5 Oct. 2012
  • Firstpage
    1
  • Lastpage
    9
  • Abstract
    Decision support systems have become a viable approach to tackle complex optimization problems. The combination of experts´ know-how and efficient optimization algorithms can dramatically improve solution quality and reduce work time. Some of these systems rely on continuous interaction with their users and almost all require fast feedback from the optimization algorithms. We propose a placement heuristic that serves as the optimization component of a decision support system to interactively generate container vessel stowage plans, a complex problem with high economical impact within the shipping industry. Our experimental evaluation shows that the placement heuristic is fast enough for interactive optimization and produces solutions that are competitive with expert users.
  • Keywords
    containerisation; decision support systems; goods distribution; optimisation; commercial decision support system; complex optimization problems; container vessel stowage plans; interactive optimization; optimization algorithms; optimization component; placement heuristics; shipping industry; Containers; Cranes; Force; Load modeling; Marine vehicles; Optimization; Planning; Stowage planning; heuristic methods; linear programming;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Informatica (CLEI), 2012 XXXVIII Conferencia Latinoamericana En
  • Conference_Location
    Medellin
  • Print_ISBN
    978-1-4673-0794-9
  • Type

    conf

  • DOI
    10.1109/CLEI.2012.6427181
  • Filename
    6427181