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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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introduction
hiding bit in digital image
- 2011-05-16 17:54:59下载
- 积分:1
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mathmatic.method.of.Matlab
Matlab 数学方法介绍
基本的入门教程(Mathematical Methods Matlab basic Tutorial)
- 2008-01-13 20:52:27下载
- 积分:1
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flexiblesdadc
flexible sigma delta adc
- 2012-11-28 15:09:44下载
- 积分:1
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quadratic-programming
二次规划法用拉格朗日方法求解等式约束二次规划和用有效集方法解一般约束二次规划问题(Quadratic Programming Lagrangian method for solving equality constrained quadratic programming and the use of efficient collection method for solving general constrained quadratic programming problems)
- 2021-04-05 16:29:03下载
- 积分:1
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ieee14tongyong
基于matpower ieee14 直角坐标下的NR潮流程序(to calculate power flow)
- 2017-03-21 16:13:44下载
- 积分:1
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combust
使用MATLAB的文件对发动机放热率和缸压进行计算和绘图程序本文件为做功过程中程序(MATLAB files are used to calculate the engine heat release rate and cylinder pressure)
- 2021-03-10 19:59:26下载
- 积分:1
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dspMatlab
数字信号处理(西电第三版)matlab程序(Digital signal processing (Western Electric Third Edition) matlab program)
- 2010-07-24 17:04:18下载
- 积分:1
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bpnetwork
说明: 用matlab编的标准BP程序,算法简单,可直接运行(BP program)
- 2011-03-07 15:36:29下载
- 积分:1
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CoGA
说明: 合作协同进化算法2维函数优化的matlab源程序(Cooperative coevolutionary algorithm for 2-dimensional function optimization)
- 2011-04-12 15:09:15下载
- 积分:1