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 Platform: |
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 Platform: |
Size: 2048 |
Author:陆振波 |
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Description: RBF神经网络matlab代码可以用于分类与回归-RBF neural network matlab code can be used for classification and regression Platform: |
Size: 3072 |
Author:贺宏洲 |
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Description: 广义回归神经网络是RBF的一个扩展。但是具体怎么实现却代码很少,本代码是一个grnn很好的学习例子。-Generalized regression neural network is an extension of RBF. But how to achieve specific code but rarely, the code is a good learning example grnn. Platform: |
Size: 1024 |
Author:王淑娟 |
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Description: RBF神经网络用于分类与回归,非常实用,强烈建议下载-RBF neural network for classification and regression, very practical, it is strongly recommended to download Platform: |
Size: 2048 |
Author:leo |
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Description: 在线向量回归分析,有包涵一个例子和内定函数等-On-line vector regression analysis, there is an example of indulgence and unofficially functions, etc. Platform: |
Size: 31744 |
Author:李強 |
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Description: RBF神经网络利用MATLAB工具箱函数实现非线性函数回归-RBF neural network using MATLAB toolbox function is to achieve non-linear regression function Platform: |
Size: 1024 |
Author:心心 |
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Description: matlab工具箱的rbf网络用于线性回归和曲线拟合,自己手创,绝非复制-matlab toolbox rbf network for linear regression and curve fitting, creating their own hands, not a copy Platform: |
Size: 3072 |
Author:Jv |
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Description: matlab的神经网络建模30个源程序,包括常用的BP,Hopfield,RBF网络的回归-非线性函数回归的实现等-matlab neural network modeling 30 source, including used BP Hopfield RBF network regression- the realization of the nonlinear function regression Platform: |
Size: 7135232 |
Author:杨晓峰 |
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Description: 径向基神经网络来实现非线性的函数回归,详细讲解可看<<MATLAB神经网络30个案例分析>>这本书-RBF neural networks to achieve nonlinear regression function, explain in detail to see MATLAB neural network 30 case studies in this book Platform: |
Size: 3072 |
Author:waiting |
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Description: 基于matlab的RBF网络的回归-非线性函数回归的实现,欢迎大家使用。-Matlab-based RBF network regression- nonlinear function of the realization of the return, welcome everyone to use. Platform: |
Size: 3072 |
Author:jhone |
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Description: 利用RBF和SVM两种机器学习方法做回归预测的matlab源代码,对这两种方法进行比较-The use of RBF and SVM two kinds of machine learning methods to do the regression matlab source code, comparison of the two methods Platform: |
Size: 3072 |
Author:陈岩峰 |
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Description: MATLAB 代码
第1章 BP神经网络的数据分类——语音特征信号分类
第2章 BP神经网络的非线性系统建模——非线性函数拟合
第3章 遗传算法优化BP神经网络——非线性函数拟合
第4章 神经网络遗传算法函数极值寻优——非线性函数极值寻优
第5章 基于BP_Adaboost的强分类器设计——公司财务预警建模
第6章 PID神经元网络解耦控制算法——多变量系统控制
第7章 RBF网络的回归--非线性函数回归的实现
....等58章(MATLAB code
The first chapter is BP neural network data classification -- speech characteristic signal classification
The second chapter is the nonlinear system modeling of BP neural network nonlinear function fitting
The third chapter, genetic algorithm optimization BP neural network - nonlinear function fitting
The fourth chapter, neural network, genetic algorithm, function extreme value optimization nonlinear function extremum seeking
The fifth chapter is based on BP_Adaboost's strong classifier design -- the company financial early-warning model
The sixth chapter is PID neural network decoupling control algorithm multivariable system control
The seventh chapter is the regression of RBF network the realization of nonlinear function regression
.........the last is 58 chapters) Platform: |
Size: 12877824 |
Author:ddd121
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