基于模糊逻辑与神经网络技术的智能控制器自动设计系统的研究

THE RESEARCH ON THE AUTOMATED DESIGN SYSTEM OF INTELLIGENT CONTROLLER BASED ON FUZZY LOGIC & NEURAL NETWORK TECHNIQUES

通过对模糊逻辑控制器设计过程的分析,从总的角度给出了基于模糊逻辑与神经网络技术的智能控制器自动设计系统的详细设计思想及设计过程,并较详细地介绍了该智能控制器生成系统中的几种自学习算法的基本原理及利用与添加方法,最后以梯度学习算法为例验证了智能控制器自动设计系统的有效性。

This paper makes a quite detail introduction on both the design idea and design procedure of intelligent controller based on fuzzy logic and neural network technique by analyzing the procedure of fuzzy logic controller. Then a detail introduction on the basic theory and use of the several self-learning algorithms in the automated design system is given. To prove the validity of the automated design system, the design procedure of the descent method is also given.