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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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harris-imagematch
harris自动配准 harris自动配准 harris自动配准(harris automatic registration a utomatic registration harris harris Automatic Registration harris Automatic Registration)
- 2007-05-10 16:48:44下载
- 积分:1
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lunwenfangzhen
this is learning the code of pattern in matlab
- 2011-08-06 18:51:47下载
- 积分:1
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svpwm_matlab
很好的空间矢量脉冲宽度调节,用于程序演示和学习。(Good space vector pulse width modulation, for program demonstration and learning.)
- 2010-08-31 20:55:28下载
- 积分:1
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License-plate-identification
说明: 车牌识别是目前应用最广泛的识别技术之一大多数是用 Matlab 开发程序 (License plate identification Matlab development program)
- 2011-03-18 11:23:26下载
- 积分:1
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1234
solving heat conduction in pcm
- 2011-09-10 14:32:44下载
- 积分:1
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超效率DEA
超效率DEA,可直接运行,但要注意输入量和输出量矩阵的形式,详细见内部说明文档(Super efficiency DEA)
- 2017-08-22 18:16:26下载
- 积分:1
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Matlab_Programming_Tutorial_Classic
Matlab程序设计经典入门教程Matlab Programming Tutorial Classic(Matlab Programming Tutorial classic Matlab Programming Tutorial Classic)
- 2010-08-02 10:11:39下载
- 积分:1
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dft--convolution--IDFT--fir(finite-impulse-respon
different matlab code for convolution, discrete fourier transform, finite impulse response, inverse DFT, descimator
- 2014-02-07 20:40:35下载
- 积分:1
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yuanma
说明: 计算线性规划问题,以及简单的优化问题解决方案,matlab主要用于数学计算方面,是很简单的数学软件(Calculation of linear programming problems, and simple solutions for optimization problems, matlab mainly for mathematical calculations, is a very simple mathematical software)
- 2009-04-12 16:06:10下载
- 积分:1