عنوان
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Stability analysis of recurrent type-2 TSK fuzzy systems with nonlinear consequent part
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نوع پژوهش
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مقاله چاپشده در مجلات علمی
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کلیدواژهها
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Recurrent type-2 fuzzy Stability analysis Nonlinear consequent
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چکیده
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Abstract A necessary condition for stability of a class of recurrent type-2 TSK fuzzy systems is presented. In this system, the antecedent part is indeed represented by interval Gaussian type-2 fuzzy set, and the consequent part is an ordinary nonlinear function of the system's inputs. In the proposed method, at first a type-2 fuzzy model is established, and then an LMI- based stability analysis of the model is fully discussed. Two first-order systems (one stable and one unstable) and two second-order systems (one stable and one unstable) are then considered as proper case studies. The simulation results easily approve the effectiveness of the proposed method.
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پژوهشگران
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جعفر طاووسی (نفر اول)، امیر ابوالفضل صورتگر (نفر دوم)، محمد باقر منهاج (نفر سوم)
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