Exact analytical inversion of TSK fuzzy systems with singleton and linear consequents
An exact analytical inversion method is proposed for TSK fuzzy systems with singleton and linear consequents. The inversion variable is represented by piecewise linear membership functions. The necessity of using strong triangular partitions and singleton consequents is removed. There is no need for any priori calculations. The proposed method provides an ease and flexibility in modeling and control applications.
inversion tsk fuzzy systems linear consequents piecewise linear membership functions