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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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mine-fisher-pca
PCA分类,用于较好的去噪降维,matlab的各种自适应仿真分析。。自适应信息处理的算法、方案繁多,究其实质可归纳为遵循最小均方误差(Least Mean Square,LMS)准则及最小二乘(PCA classification for better denoising dimensionality reduction, a variety of adaptive matlab simulation analysis. . Adaptive information processing algorithms, programs many, their essence can be summarized as follows the minimum mean square error (Least Mean Square, LMS) and the least squares criterion)
- 2014-11-10 23:46:53下载
- 积分:1
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mm1
说明: matlab实现最简单的DMC 预测控制 单入单出(The simplest DMC algorithm single in single out)
- 2020-04-09 16:35:03下载
- 积分:1
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lee03a.ps
this is matlab code for ICA
- 2009-10-21 06:09:03下载
- 积分:1
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MOTOR
direct courant motor program in MATLAB langage
- 2011-02-10 06:39:57下载
- 积分:1
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Field_II_GUI
丹麦技术大学的J爀最攀渀 Arendt Jensen教授开发的医学超声成像仿真软件(The Technical University of Denmark, developed by Prof. Jrgen Arendt Jensen medical ultrasound imaging simulation software)
- 2013-10-05 22:06:48下载
- 积分:1
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4GUI
4可视化(GUI)的非线性方程组的牛顿求解法,希望对大家有用,大家可以看看(4 Visualization (GUI) of the Newton method for solving nonlinear equations, we want to be useful, we can see)
- 2014-06-01 12:13:29下载
- 积分:1
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RandomMovFre
基于随机频率的灵巧噪声移频干扰的matlab实现(Implemented based on the the smart noise meter of random frequency shift matlab frequency interference)
- 2021-01-08 20:58:51下载
- 积分:1
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conv
本文介绍在研究生阶段研究的最新卷积程序,希望有用。(This article describes the stages of postgraduate study at the latest convolution process, seek to help.)
- 2009-03-18 11:54:17下载
- 积分:1
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matlab numerical integral toolbox
matlab 数值积分工具包(Matlab numerical integration tool kit)
- 2005-01-17 17:41:27下载
- 积分:1