Linear and sigmoidal fuzzy cognitive maps: An analysis of fixed points
Fixed points of fuzzy cognitive maps (FCMs) with different functions are considered. We show how drastically different fixed points of different functional forms can be. We give conditions so that a linear FCM has (effectively) a unique fixed point. We give a sufficient condition for sigmoidal FCMs to have unique stable fixed points.
fuzzy cognitive maps fixed points stability nonlinear dynamical system