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Description: 鲁棒控制器设计，由于RBF网络可以实现任意逼近的非线性关系，它的目标是要做到误差平方和最小，与非线性PCA的目标一致，所以上述非线性PCA的模型可以通过采用两个RBF网络来实现非线性正变换 和反变换 。RBF网络是一个三层前馈网络，隐层采用径向基函数作为激励函数。第一个RBF网络把高维空间的数据映射到低维空间（如图4），第二个RBF网络将前面网络输出的低维空间数据再映射到高维空间，实现数据恢复(如图5)。这两个网络分别进行训练。-robust controller design, as RBF networks can achieve arbitrary nonlinear approximation, Its goal is to achieve the minimum squared error, and nonlinear PCA have the same goal So these nonlinear PCA model may be adopted by two RBF networks to achieve nonlinear transformation and inverse transform. RBF network is a feed-forward network, hidden layer RBF function as an incentive. RBF a network of high-dimensional data mapping space to the low-dimensional space (figure 4), second RBF network will be in front of the output of low-dimensional space mapping data again to a high-dimensional space. data Recovery (figure 5). The two networks separately for training.
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Author: 浇洒距离 |
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Description: 利用matlab语言实现的RBF神经网络建模例子，对学习RBF建模很有帮助-using Matlab language RBF neural network modeling example, to learn modeling helpful RBF
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Size: 4096 |
Author: 向虎 |
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Description: 多层感知器(MLP)(BP算法训练)、径向基函数网络(RBF网络)、支持向量机(SVM)对2D Mexican Hat、Gabor、Friedman 以及Polynomial等几种函数数据集进行回归和预测-multilayer perceptron (MLP) (BP algorithm training), RBF network (RBF), Support Vector Machine (SVM) to 2D Mexican Hat, Gabor, Friedman Polynomial and several other data sets function regression and forecasting
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Size: 1483776 |
Author: 张毅 |
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Description:
RBF神经网络用于分类与回归
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作者：陆振波，海军工程大学
欢迎同行来信交流与合作，更多文章与程序下载请访问我的个人主页
电子邮件：luzhenbo@sina.com
个人主页：luzhenbo.88uu.com.cn
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文件说明：
1、NeuralNetwork_RBF_Classification.m - 分类
2、NeuralNetwork_RBF_Regression.m - 回归
-Neural Network for Classification and Regression---------------------------------------- Author : Lu Zhen-bo, the Navy Engineering from the University of peer welcome exchanges and cooperation, more and download articles please visit my personal web page e-mail : luzhenbo@sina.com WEBSITE : luzhenbo.88uu.com.cn---------------------------------------- documents : one, NeuralNetwork_RBF_Classification.m-2 classification, NeuralNetwork_RBF_Regression. m-reunification
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Size: 2048 |
Author: 陆振波 |
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Description: 上传RBF源程序，希望能对大家学习有所帮助，并请提出宝贵的意见和建议！-upload source, in hopes of learning we can help, and requested the valuable advice and suggestions!
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Size: 1024 |
Author: 马海艳 |
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Description: 上传RBF源程序，希望能对大家学习有所帮助，并请提出宝贵的意见和建议！-upload source, in hopes of learning we can help, and requested the valuable advice and suggestions!
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Size: 1024 |
Author: 马海艳 |
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Description: 上传RBF源程序，希望能对大家学习有所帮助，并请提出宝贵的意见和建议！-upload source, in hopes of learning we can help, and requested the valuable advice and suggestions!
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Size: 2048 |
Author: 马海艳 |
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Description: 上传RBF源程序，希望能对大家学习有所帮助，并请提出宝贵的意见和建议！-upload source, in hopes of learning we can help, and requested the valuable advice and suggestions!
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Size: 1024 |
Author: 马海艳 |
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Description: 上传RBF源程序，希望能对大家学习有所帮助，并请提出宝贵的意见和建议！-upload source, in hopes of learning we can help, and requested the valuable advice and suggestions!
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Size: 1024 |
Author: 马海艳 |
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Description: 用matlab编写的实现RBF手写的数字识别程序,-using Matlab prepared by the realization RBF handwritten digital identification procedures,
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Size: 1024 |
Author: 杨文 |
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Description: 一个基于MATLAB的径向基的神经网络源程序-a MATLAB-based RBF neural network source
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Size: 1024 |
Author: 秦国民 |
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Description: RBF网络用于函数逼近的一个程序！内部包含几个关于RBF网络的几个算法。-RBF network for function approximation of a process! Internal contains several of the RBF network of several algorithms.
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Size: 1024 |
Author: 武建 |
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Description: 一个基于K均值聚类的ＲＢＦ神经网络，注释写的很明白，有不明白的地方可以发邮件问我。-a K-means clustering based on the RBF neural network, notes written very well, did not understand the local mail can ask me.
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Size: 2048 |
Author: bruce |
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Description: use in the matlab NN network RBF network-use in the NN network Matlab RBF network
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Size: 1024 |
Author: wekuj kuo |
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Description: 用matlab编写的聚类rbf神经网络曲线拟和程序。转载的，效果不错。-prepared using Matlab Clustering rbf neural network and curve-fitting procedures. Reproduced in the good results.
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Size: 1024 |
Author: gwg |
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Description: (转载)在网上找的用梯度下降算法开发的rbf神经网络曲线拟和程序。 -(reproduced) on the Internet to find the gradient descent algorithm development of the neural network rbf curve fitting and procedures.
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Size: 1024 |
Author: gwg |
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Description: RBF神经网络对非线性系统进行逼近,运行成功,还有不足之处请多多指教-RBFNN right nonlinear system is approaching, the successful operation, there are deficiencies Department asked for more information
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Size: 1024 |
Author: 李明峰 |
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Description: 基于模糊RBF网络整定的PID控制，matlab源程序-based on fuzzy RBF network tuning PID control, Matlab source
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Size: 1024 |
Author: 满延杰 |
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Description: This procedure is well used in classifying based on matlab. And this time 3 RBF procedure are uploading together. -This procedure is well used in classifying based on Matlab. And this time three RBF procedure ar e uploading together.
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Size: 1024 |
Author: 李兵 |
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Description: 用MATLAB做的插值与拟合的程序及课件PPT。适合初学者。-MATLAB do interpolation and fitting procedures and courseware PPT. For beginners.
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Size: 179200 |
Author: 韩义 |
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