关键词: 规则爆炸, 结构优化, 矢量&ldquo, 隶属度&rdquo

Abstract: According to shortcomings of traditional fuzzy controller prone to rule explosion in the control process, this paper puts forward a method which is based on vector “membership” fuzzy controller struc-ture optimization. This optimization method is based on the improvement of the traditional fuzzy controller’s membership and degree level. The current inputs relative direction and size gradation reflect in vector “membership” and scalar fuzzy level, thus can greatly reduce the number of fuzzy rules, to reduce the structure complexity and improve the control efficiency. The simulation of DC-motor control effect shows that this kind of controller has a simple structure and smaller error than traditional controller, and also proves the feasibility and effectiveness of this method.

Key words: rule explosion, structure optimization, vector “membership”