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Membership function shape and the dynamic behaviour of fuzzy systems
Authors:S. Baglio  L. Fortuna  S. Graziani  G. Muscato
Abstract:In this paper the influence of the shape of the membership functions on the dynamic behaviour of a fuzzy controlled system is investigated. Although several works on fuzzy logic have been presented in the literature, few efforts have been made to characterize the dynamic behaviour of a fuzzy system through the shape of the membership functions. A parametrization for a class of membership functions is introduced in this work, resulting in a variety of shapes. Various system steady state dynamics are analysed as a consequence of this change in shape and chaotic dynamics is shown to arise for some membership function shapes.
Keywords:Fuzzy logic  Non-linear dynamic systems  Chaos
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