• DocumentCode
    2618780
  • Title

    Qualitative simulation of construction performance using fuzzy cognitive maps

  • Author

    Dissanayake, Manjula ; AbouRizk, Simaan M.

  • Author_Institution
    Univ. of Alberta, Edmonton
  • fYear
    2007
  • fDate
    9-12 Dec. 2007
  • Firstpage
    2134
  • Lastpage
    2140
  • Abstract
    The construction process is subject to an array of influences, both from internal and external environments, which makes the process performance uncertain and difficult to predict. To deal with uncertainly, simulation is widely applied in construction process modeling. Most of the applications, however, are restricted to quantitative models due to limited qualitative simulation capabilities. In this paper, fuzzy cognitive maps (FCM) are proposed as a means for modeling and controlling complex construction performance-related problems qualitatively. They provide an effective tool for answering what-if questions during the construction planning phase.
  • Keywords
    civil engineering computing; cognitive systems; construction; fuzzy set theory; process planning; construction performance; construction planning; fuzzy cognitive maps; qualitative simulation; Analytical models; Decision support systems; Fuzzy cognitive maps; Fuzzy set theory; Fuzzy systems; Knowledge based systems; Neurofeedback; Performance analysis; Production; Uncertainty;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Simulation Conference, 2007 Winter
  • Conference_Location
    Washington, DC
  • Print_ISBN
    978-1-4244-1306-5
  • Electronic_ISBN
    978-1-4244-1306-5
  • Type

    conf

  • DOI
    10.1109/WSC.2007.4419847
  • Filename
    4419847