模糊逼近神经网络摄动系统的若干进展

Some advances on the fuzzy approaching method of neural network perturbation systems

本文对本世纪80年代中期兴起并紧密结合现代科学技术进步的一门新兴学科--模糊神经网络进行了综述,分析了所取得的主要成果及其特点,并指出了今后模糊神经网络研究中有待解决的许多问题.针对这些问题,介绍了笔者的工作--模糊逼近神经网络摄动系统,对开展模糊神经网络的研究将具有启迪作用和现实意义.

Fuzzy neural network that rose up in 1980s is combined closely with the modern science and technology. In this paper, some advances of this new scientific discipline are reviewed and summarized. The main research achievements and characteristics of the fuzzy neural network are analyzed. Some problems in the research field of fuzzy neural network are pointed out, and solved in this paper. The prospects of the development of this research field are also illustrated. For some problems that face the ramp measure and control, are solved by using the fuzzy approaching method of neural network perturbation systems. This research work is helpful to the creative idea of the development of fundamental theory for the research of fuzzy neural network, and will have the meaning of realism.