Modeling Complex Systems Using Fuzzy Cognitive Maps

Abstract—

This research deals with the soft computing methodology of

fuzzy cognitive map (FCM). Here a mathematical description of FCM is

presented and a new methodology based on fuzzy logic techniques for de-

veloping the FCM is examined. The capability and usefulness of FCM in

modeling complex systems and the application of FCM to modeling and

describing the behavior of a heat exchanger system is presented. The ap-

plicability of FCM to model the supervisor of complex systems is discussed

and the FCM-supervisor for evaluating the performance of a system is con-

structed; simulation results are presented and discussed

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