模糊系统与前向神经网络的结合

On the Combination of Fuzzy Systems with Feed-forward Neural Networks

1 引言模糊系统方法和神经网络技术是近年来计算智能领域研究热点,被广泛地应用于复杂系统、非确定性等难于建立比较准确的数学模型的问题,并在自动控制、计算机图像处理、语音识别、手写体识别等领域有重要应用。模糊系统与神经网络的结合也越来越受到人们的重视。模糊系统和神经网络的结合可以分为模糊系统与前向网络的结合和与反馈网络的结合两类。模糊系统与反馈网络的结合主要有模糊联想记忆。

Fuzzy system and neural networks have a lot of similar properties in many prospects. And in some other prospects,fuzzy system and neural networks supplement each other. In this paper,the combination of fuzzy system and neural networks is surveyed in detail.