摘要
概述了模糊、神经网络和人工智能技术之间的关系，重点探讨了模糊和神经网络的特点；综合并分析了模糊系统和神经网络的结合方式，其中包括两种系统的串、并联结合方式，基于神经网络的自适应模糊系统和基于模糊系统的神经网络模型等；此外，还就模糊系统和神经网络系统的输出，从定量角度讨论了模糊系统和神经网络的功能等价性，并给出了相应的定理和证明。
The relationship among fuzzy,neural network and artificial technique is summarized.The characteristics of fuzzy systems and neural network systems are particularly analyzed.Then the fusion between fuzzy and neural network is discussed which involves the series and parallel mode of two systems,fuzzysystems based on the neural network model and NN(neural network)based on adaptive fuzzy systems,and so on.Finally,from the quantity point of view,the functional equivalence is discussed between the fuzzy and neural network,and the corresponding theorems and proofs are given.
出处
《系统工程与电子技术》
EI
CSCD
1999年第5期55-58,共4页
Systems Engineering and Electronics
基金
中国博士后科学基金
