Title :
Qualitative simulation of construction performance using fuzzy cognitive maps
Author :
Dissanayake, Manjula ; AbouRizk, Simaan M.
Author_Institution :
Univ. of Alberta, Edmonton
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;
Conference_Titel :
Simulation Conference, 2007 Winter
Conference_Location :
Washington, DC
Print_ISBN :
978-1-4244-1306-5
Electronic_ISBN :
978-1-4244-1306-5
DOI :
10.1109/WSC.2007.4419847