• DocumentCode
    1510369
  • Title

    Roads or Radar: The Tradeoff Between Investments in Infrastructure and Forecasting When Facing Hurricane Risk

  • Author

    Kim, Seong Dae ; Bickel, J. Eric

  • Author_Institution
    Project Manage. Dept., Univ. of Alaska Anchorage, Anchorage, AK, USA
  • Volume
    4
  • Issue
    3
  • fYear
    2010
  • Firstpage
    363
  • Lastpage
    375
  • Abstract
    When faced with a significant risk, society must decide how much to invest in prediction and response. For example, in the face of hurricane risk how much should we invest in better forecasting versus increased evacuation speed? To address this need, we develop a Markov decision processes model to analyze the interaction between the emergency response system and the emergency forecasting system. The model shows the tradeoff between the two investments given a budget limit. In addition, the research indicates that the superiority of the investment changes sharply by the lead time.
  • Keywords
    Markov processes; decision theory; emergency services; forecasting theory; investment; risk management; storms; Markov decision processes model; emergency forecasting system; emergency response system; hurricane risk; investment; Costs; Demand forecasting; Economic forecasting; Hurricanes; Investments; Petroleum; Predictive models; Radar; Risk analysis; Societies; Emergency; Markov decision processes; forecast accuracy; hurricane evacuation; investment decision; response speed; risk analysis;
  • fLanguage
    English
  • Journal_Title
    Systems Journal, IEEE
  • Publisher
    ieee
  • ISSN
    1932-8184
  • Type

    jour

  • DOI
    10.1109/JSYST.2010.2050372
  • Filename
    5481973