Based on the recurrent neural network and fuzzy system, dynamic T-S recurrent fuzzy neural network (DTRFNN) is proposed. 基于递归神经网络和模糊系统,给出了一种动态T-S递归模糊神经网络(DTRFNN)。 journals.hut.edu.cn 2. Neural Network and Fuzzy System Applications to Fault Diagnosis 神经网络和模糊...
First, we consider a rule based fuzzy controller and a learning procedure based on the stochastic approximation method. The Radial Basis Function neural network is then considered and it is shown that a modified form of this network is identical with the fuzzy controller, which may thus be ...
在模糊变换图像编码中,Ai表示的是一个子图像的AC能量分布,Bi定义了类的成员资格。 第8章讨论的积空间聚类,根据the Chen system生成的训练数据估计FAM规则。FAM系统估计非线性子图像分类函数f:E →m, E表示的是子图像的AC能量分布,m表示的是子图像类的成员资格。 图像的自适应余弦变换编码 二维离散余弦变换的定义...
System Ap- proach to Machine Intelligence (Prentice Hall, Englewood Cliffs, NJ, 1992). The introductory book on neural network and fuzzy systems architecture’ by Kosko is indispensable for both the undergraduate student and the experienced researcher. In limited space (425 pp.) and at a small...
Research and development in the use of fuzzy systems with neural networks has been proceeding at a rapid pace during the last few years and applications are starting to be developed. A natural integration follows the same successful path of hybrid neural network and expert systems by using fuzzy...
We propose an evolutionary method for the design of beta basis function neural networks (BBFNN) and of beta fuzzy systems (BFS). Classical training algorithms start with a predetermined network structure for neural networks and with a predetermined number of fuzzy rules for fuzzy systems. Generally...
The results show that an arbitrary continuous function on a compact set may be approximated to any degree of accuracy by such a neural network or fuzzy system. However, the accuracy of the approximations is strongly related to the design of the learning phases of the network parameters. The ...
A comparative study on a short-term water level prediction using artificial neural networks (ANN) and neuro-fuzzy system is addressed in this paper. The pe... B Bazartseren,G Hildebrandt,KP Holz - 《Neurocomputing》 被引量: 139发表: 2003年 A fuzzy nearest neighbor neural network statistical...
Intrusion detection system modeling based on neural networks and fuzzy logic Modern computer network IDS (Intrusion Detection Systems) and IPS (Intrusion Prevention Systems) increasingly use SOM (Self-Organizing Map) in classificati... A Midzic,Z Avdagic,S Omanovic - IEEE Jubilee International ...
This paper presents a flocculants dosing control system of the waterworks based on machine vision,which is low cost and automatic. The hardware part of ... 王良元 被引量: 0发表: 2013年 基于S7-200 PLC水厂自控系统设计 Using GPRS,PLC and instrumentation,combined PID and fuzzy PID control algori...