• DocumentCode
    478596
  • Title

    Performing A* Search for Yard Crane Dispatching in Container Terminals

  • Author

    Guo, Xi ; Huang, Shell Ying

  • Author_Institution
    Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore
  • Volume
    1
  • fYear
    2008
  • fDate
    3-5 Nov. 2008
  • Firstpage
    263
  • Lastpage
    267
  • Abstract
    We address the problem of dispatching a yard crane in its appointed zone of a container terminal. The objective of yard crane dispatching is to determine a sequence for handling all coming jobs within the zone that minimizes the average vehicle waiting time. We propose 2 modified A* search algorithms with admissible heuristics to provide fast and optimal dispatching solution. Simulation results show that the algorithm using the improved heuristic is able to find the optimal solution over 2.4 times 1018 possible dispatching sequences in about 3 to 4 seconds under heavy work load.
  • Keywords
    cranes; dispatching; search problems; A* search; average vehicle waiting time; container terminals; yard crane dispatching; Artificial intelligence; Containers; Cranes; Delay; Dispatching; Dynamic programming; Heuristic algorithms; Linear programming; Partitioning algorithms; Vehicle driving; algorithms; container terminal operations; heuristics; optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Tools with Artificial Intelligence, 2008. ICTAI '08. 20th IEEE International Conference on
  • Conference_Location
    Dayton, OH
  • ISSN
    1082-3409
  • Print_ISBN
    978-0-7695-3440-4
  • Type

    conf

  • DOI
    10.1109/ICTAI.2008.77
  • Filename
    4669699