• DocumentCode
    2122510
  • Title

    Research on dynamic emergency task allocation with MDP

  • Author

    Li, Ying ; Zeng, Wei ; Zhou, Hongtao ; Chen, Rong

  • Author_Institution
    Department of Control Science and Engineering, Huazhong University of Science & Technology, Wuhan, Hubei, 430074, China
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    1452
  • Lastpage
    1455
  • Abstract
    According to the sudden, multi-stage, uncertainty of emergency tasks and the resource constraints of rescue team, a dynamic emergency task allocation scheme is proposed, and a Markov Decision Processes(MDP) model of dynamic emergency task allocation is constructed. Taking the emergency task space and the rescue team space for the system state space, the MDP model is used to determine the optimal emergency tasks allocation under resource constraints.
  • Keywords
    Analytical models; Biological system modeling; Decision making; Dynamic scheduling; Markov processes; Resource management; Uncertainty; MDP; dynamic task allocation; emergency decision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5690203
  • Filename
    5690203
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2122510