Fuzzy cognitive maps: a model for intelligent supervisory control systems

摘要

Fuzzy Cognitive Maps (FCMs) is a new approach in modelling the behaviour and operation of complex systems. FCMs are proposed to be used in the modelling of control systems and particularly in the modelling of the upper part or supervisor of ahierarchical control system. The description and the formulation of FCM are examined, moreover a process control problem is presented and its model and control is investigated using FCMs. Then the implementation of FCM in the modelling of the supervisorof a control system is discussed and it becomes apparent how efficient FCMs are in expressing qualitative information and knowledge about the process structure. Finally, some interesting points for further research are presented and discussed.