Identification of fuzzy rule and implementation of fuzzy controller using neural network

신경회로망을 이용한 퍼지 제어규칙의 추정 및 퍼지 제어기의 구현

This paper proposes a modified fuzzy controller using a neural network. This controller can automatically identify expert's control rules and tune membership functions utilizing expert's control data. Identificaton capability of the fuzzy controller is examined using simple numerical data. The results show that the network in this paper can identify nonlinear systems more precisely than conventional fuzzy controller using neural network.