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SVMNR
支持向量机和BP神经网络虽然都可以用来做非线性回归,但它们所基于的理论基础不同,回归的机理也不相同。支持向量机基于结构风险最小化理论,普遍认为其泛化能力要比神经网络的强。为了验证这种观点,本文编写了支持向量机非线性回归的通用Matlab程序和基于神经网络工具箱的BP神经网络仿真模块,仿真结果证实,支持向量机做非线性回归不仅泛化能力强于BP网络,而且能避免神经网络的固有缺陷——训练结果不稳定。
(Support Vector Machine and BP neural network, even though there can be used to make non-linear regression, but they are based on the theoretical basis for the different, the mechanism of regression is not the same. Support vector machine based on structural risk minimization theory, generally considered the generalization ability of neural networks than the strong. To test this view, the paper prepared by non-linear regression support vector machine procedures and based on a common Matlab neural network toolbox of BP neural network )
- 2021-03-03 21:59:32下载
- 积分:1
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rehisfiles
codinf for reading the HIS file format
- 2010-12-16 20:20:56下载
- 积分:1
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Matlab-in-system-identification
:首先介绍了系统辨识的基本原理,简要介绍了Matlab中系统辨识
的实现方法。并结合具体的例子,显示Matlab系统辨识工具箱在系统辨
识中的强大功能和辨识快速准确等优点。(This paper introduces the basic theory of System Identification,the
realization method in Matlab and presents the strong function of System
Identification toolbox with the merit of fast,precision and SO 011 by an
example.)
- 2013-10-17 10:12:30下载
- 积分:1
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Rls-ex
自适应算法 rls 和原理和例子 带详解(Adaptive algorithm RLS and principles and examples with detailed)
- 2013-04-29 21:01:16下载
- 积分:1
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cov
mATLAB cov函数详细说明 很棒,很好(mATLAB cov function details)
- 2010-08-13 20:15:43下载
- 积分:1
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CPP-Programming-HOW-TO
C++ Programming HOW-TO
- 2011-05-16 08:37:48下载
- 积分:1
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ieee
小型电网,模拟小型电网做的关于MATLAB的simulink图,适合初学者学习和利用,可以扩充和修改。(Mini-grids, analog mini-grids made on MATLAB simulink diagram, suitable for beginners to learn and use, can be expanded and modified.)
- 2020-11-04 22:19:51下载
- 积分:1
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Variable-Selection-Lab
说明: 变量选择方法的代码,本人经编写验证正确而的代码,欢迎使用(Variable selection method code, I verify the correct and by writing code, Welcome)
- 2011-03-21 09:50:23下载
- 积分:1
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hundunziliao
用龙格库塔法求得微分方程的数值解;用龙格库塔法求得微分方程的数值解(Obtained by using Runge-Kutta numerical solution of differential equations obtained by using Runge-Kutta numerical solution of differential equations)
- 2011-08-29 21:15:43下载
- 积分:1
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d2w
wavelet transform matlab code
- 2014-09-26 19:34:27下载
- 积分:1