• DocumentCode
    3270225
  • Title

    A multi-methodology agent-based approach for Container Loading

  • Author

    Mustafee, Navonil ; Bischoff, Eberhard E.

  • Author_Institution
    Sch. of Bus. & Econ., Swansea Univ., Swansea, UK
  • fYear
    2011
  • fDate
    11-14 Dec. 2011
  • Firstpage
    234
  • Lastpage
    245
  • Abstract
    The paper deals with container loading and contends that combining Container Loading Algorithms (CLAs) with Agent-Based Simulation (ABS) is a feasible and useful way of analyzing trade-offs between loading efficiency and various practical considerations in relation to the cargo - such as its stability, fragility, or possible cross-contamination between items over time. The latter perspective is used to demonstrate the merits of the approach. More specifically, the paper considers a situation where the items involved have differing degrees of perishability and badly deteriorated items can affect others (e.g., through mold spreading). The output of the CLAs is used to create agents that simulate the spread of mold through proximity-based interactions. The results show the trade-offs between container utilization and the propagation of mold and demonstrate that there is not necessarily any correlation between these two factors. The key contribution of the research is the multi-methodology agent-based approach to container loading.
  • Keywords
    containers; materials handling; multi-agent systems; agent-based simulation; container loading algorithms; container utilization; loading efficiency; mold propagation; multimethodology agent; Algorithm design and analysis; Containers; Indexes; Load modeling; Loading; Stability criteria;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference (WSC), Proceedings of the 2011 Winter
  • Conference_Location
    Phoenix, AZ
  • ISSN
    0891-7736
  • Print_ISBN
    978-1-4577-2108-3
  • Electronic_ISBN
    0891-7736
  • Type

    conf

  • DOI
    10.1109/WSC.2011.6147754
  • Filename
    6147754