• DocumentCode
    576571
  • Title

    Implementing bounded rationality in disaster agent behavior using OGA operators

  • Author

    Popescu, Mihail ; Keller, James M.

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Missouri, Columbia, MO, USA
  • fYear
    2012
  • fDate
    22-27 July 2012
  • Firstpage
    5379
  • Lastpage
    5381
  • Abstract
    Many agent based models for disaster crowd behavior in closed spaces have been described in the literature. In this paper we propose an extension of the confined space models based on the bounded rationality theory (BRT) that is able to model crowd behavior during large area events with longer time constants, such as natural disasters. We model the BRT factor selection process using an ordered geometric average approach (OGA). Then, we present two examples of crowd behavior related to the evacuation of a hypothetical island.
  • Keywords
    behavioural sciences; disasters; mathematical operators; statistical analysis; BRT; BRT factor selection process; OGA operators; agent-based models; bounded rationality theory; confined space models; disaster crowd behavior model; island evacuation; natural disaster agent behavior; ordered geometric average approach; time constants; Availability; Biological system modeling; Computational modeling; Equations; Humans; Indexes; Mathematical model; agent based models; bounded rationality theory; crowd behavior; ordered geometric average;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International
  • Conference_Location
    Munich
  • ISSN
    2153-6996
  • Print_ISBN
    978-1-4673-1160-1
  • Electronic_ISBN
    2153-6996
  • Type

    conf

  • DOI
    10.1109/IGARSS.2012.6352391
  • Filename
    6352391