• DocumentCode
    2094379
  • Title

    Formal Specification and Experimental Analysis of an Interactive Epidemic Simulation Framework

  • Author

    Ma, Yifei ; Bisset, Keith R. ; Chen, Jiangzhuo ; Deodhar, Suruchi ; Marathe, Madhav V.

  • Author_Institution
    Virginia Bioinf. Inst., Virginia Tech., Blacksburg, VA, USA
  • fYear
    2011
  • fDate
    2-4 Sept. 2011
  • Firstpage
    790
  • Lastpage
    795
  • Abstract
    Modeling environments to study epidemic outbreaks can be used as decision support tools by decision makers to support public health policies. However, although the current high performance simulation engines have become adept at rapidly simulating disease diffusion, computational environments for exploring complex mitigation strategies are fairly rudimentary. Interactive simulations provide a natural way to study the complicated co-evolution of disease dynamics and public policies. In this paper, we formalize the problem of interactive simulations and present experimental results based on an interactive simulation platform that we have recently developed.
  • Keywords
    decision making; decision support systems; diseases; formal specification; health care; interactive systems; parallel processing; complex mitigation strategy; decision maker; decision support tool; disease diffusion simulation; disease dynamics coevolution; experimental analysis; formal specification; high performance simulation engine; interactive epidemic simulation framework; public health policy; Complexity theory; Computational modeling; Data models; Databases; Diseases; Engines; Mathematical model; infectious disease; modeling and simulation; network dynamics; parallel computation; strategy simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    High Performance Computing and Communications (HPCC), 2011 IEEE 13th International Conference on
  • Conference_Location
    Banff, AB
  • Print_ISBN
    978-1-4577-1564-8
  • Electronic_ISBN
    978-0-7695-4538-7
  • Type

    conf

  • DOI
    10.1109/HPCC.2011.112
  • Filename
    6063077