• DocumentCode
    2997171
  • Title

    A hybrid agent-cellular space modeling approach for fire spread and suppression simulation

  • Author

    Hu, Xiaolin ; Muzy, Alexandre ; Ntaimo, Lewis

  • Author_Institution
    Dept. of Comput. Sci., Georgia State Univ., Atlanta, GA, USA
  • fYear
    2005
  • fDate
    4-7 Dec. 2005
  • Abstract
    This paper presents a first effort to integrate DEVS-based cellular space models with agent models using dynamic structure DEVS for the simulation of forest fire spread and suppression. The main focus is on the interaction between mobile agents (such as fire fighters, air-tankers) and forest cells. DEVS models´ dynamic structure modeling capability is applied where couplings between mobile agents and forest cells are dynamically added and removed when the agents move in the cellular space. Two methods, a time-based method and an event-based method, are discussed to update a mobile agent´s position in a cellular space. A system architecture is presented and a prototype fire spread and suppression example is implemented. Based on this initial work, we hope to understand more about the nature of this hybrid agent-cellular space approach and to apply it to the modeling and simulation of forest fires and other ecological applications.
  • Keywords
    discrete event simulation; fires; forestry; mobile agents; agent model; agent-cellular space modeling; discrete event system specification; event-based method; fire spread; fire suppression; forest cell; mobile agent; time-based method; Biological system modeling; Computational modeling; Discrete event systems; Fires; Fuels; Large-scale systems; Mathematical model; Mobile agents; Prototypes; Surfaces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2005 Proceedings of the Winter
  • Print_ISBN
    0-7803-9519-0
  • Type

    conf

  • DOI
    10.1109/WSC.2005.1574258
  • Filename
    1574258