ON RULE SELF-GENERATING FOR FUZZY CONTROL

It has been proved that fuzzy control is a powerful tool to control a complicated system. But, sometimes it has still suffered from collecting fuzzy control rules which is its critical part. In this article, inspired by the control strategy of the conventional PID control, we propose a rule self-generating method for fuzzy control. With the help of the proposed self-generating algorithm, we can obtain the fuzzy rules for a fuzzy controller easily. The numerical results confirm the effectivity of the designed algorithm compared with PID controller and a common Fuzzy Controller whose rules are derived from the experts' experience and knowledge by use of a practical temperature process. (C) 1994 John Wiley and Sons, Inc.