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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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lyapunov
lyapunov算法程序,才有wolf方法进行计算(lyapunov algorithm program have wolf calculation method)
- 2010-05-18 12:54:35下载
- 积分:1
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PID
说明: 螺旋桨PID控制
In response to constant pressure to design more efficient, faster, smaller, and better systems, engineers are constantly looking for ways to improve existing designs or replace them with better ones. Facing large fuel costs, the aerospace industry in particular has been researching alternative designs to increase fuel efficiency and performance. One such alternative is the development of reconfigurable aircraft wings. These wings would be able to adapt to the current environment increasing lift or reducing drag when appropriate. (PID control of the propeller In response to constant pressure to design more efficient, faster, smaller, and better systems, engineers are constantly looking for ways to improve existing designs or replace them with better ones. Facing large fuel costs, the aerospace industry in particular has been researching alternative designs to increase fuel efficiency and performance. One such alternative is the development of reconfigurable aircraft wings. These wings would be able to adapt to the current environment increasing lift or reducing drag when appropriate.)
- 2008-10-28 23:10:10下载
- 积分:1
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GA-matlab
在matlab实现的遗传算法,不错!希望和大家一起分享……(matlab GA)
- 2010-05-06 09:30:49下载
- 积分:1
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智能微电网粒子群优化算法
说明: 智能微电网粒子群算法进行优化调度,减少成本(Optimal Dispatching of Microgrid)
- 2020-06-30 05:20:02下载
- 积分:1
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SVM
SVM回归分析,包括了模型的建立以及数据的预测(SVM regression analysis, including modeling and prediction data)
- 2014-05-07 21:52:00下载
- 积分:1
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matlab
《传感器信息融合的matlab程序实现》的相关源代码,非常难得的信息融合代码(matlab coder)
- 2015-10-15 15:50:16下载
- 积分:1
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gaus_jordan_method
single RHS Gauss-Jordan routine for Linear Equation
- 2009-05-28 21:56:56下载
- 积分:1
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gauss
高斯列主元消去法求解线性方程组的程序
数值分析(Gauss )
- 2010-12-25 13:59:05下载
- 积分:1
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ploting
可以实现动态绘制矩形、圆形、椭圆形等图样。matlab例程(Can dynamically draw the rectangle, round, oval and other patterns. matlab routines)
- 2010-05-13 08:53:04下载
- 积分:1