Winter Simulation Conference · 2007 · 14 citations · 7 references
ArchitectureConstruction ManagementConstruction EngineeringConstruction Project ManagementConstruction TechnologyCognitive MappingConstruction MethodsConstruction PlanningConstructionConstruction Phase PlanningConstruction ProblemsConstruction Process ImprovementConstruction Process SimulationFuzzy Cognitive MapsQualitative Models
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.
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Causality: Models, Reasoning and Inference
Christopher Hitchcock, Judea Pearl · The Philosophical Review · 2001 · 4.8K citations
Bart Kosko · International Journal of Man-Machine Studies · 1986 · 3.4K citations
Dany Hajjar, Simaan AbouRizk · 1999 · 199 citations
Architecture, Construction Management, Systems Engineering +12
Automatic construction of FCMs
M. Schneider, Eli Shnaider, Abraham Kandel et al. · Fuzzy Sets and Systems · 1998 · 162 citations