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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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control
the code of control modern
- 2011-04-21 17:26:22下载
- 积分:1
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music
基础的doa代码,基于基本的music算法,简单易懂,适合初学者对music算法的理解,吐血推荐,希望对大家有所帮助。(basic music on doa.)
- 2013-09-14 09:35:54下载
- 积分:1
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Maple-and-MATLAB
用Maple和MATLAB解决科学计算问题,介绍了学习中一些常用的曲线的编程(With Maple and MATLAB to solve problems in scientific computing, describes some common programming learning curve)
- 2014-01-20 20:17:18下载
- 积分:1
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basicforMusic
music算法运用于波达方向的测定,波达方向的测定先现广泛用于雷达等应用中.music算法是个很成熟的算法,如今学者们就计算量,精确度上的问题又提出了很多的改进算法.如下为
基本算法,可正确运行(music DOA algorithm applied to the determination of DOA in the first radar is widely used in such applications. music algorithm is a very mature algorithm, Now scholars on the calculation accuracy on the problem makes a lot of improved algorithm. following the basic algorithm, can be correctly operation)
- 2007-05-07 16:21:01下载
- 积分:1
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MyGenetic-Real
real optimization algorithm for any function
- 2014-11-04 04:30:39下载
- 积分:1
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Partial-differential-equations-student-solutions-
Partial differential equations student solutions manual
- 2014-02-19 10:15:28下载
- 积分:1
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Oppenheim-Signals-and-Systems
奥本海姆的《信号与系统》教材第二版中文版
适合初学信号与系统哦~(Oppenheim Signals and Systems " textbook second edition of the Chinese version suitable for beginners Signals and Systems oh)
- 2012-10-12 16:11:01下载
- 积分:1
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Degree_Distribution
复杂网络度分布计算, 求网络图中各节点的度及度的分布曲线(The complexity of the distributed computing network)
- 2013-12-24 15:54:44下载
- 积分:1
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46456780liov
矩量法解线天线,可以计算表面的电流密度分布,并利用快速算法解矩阵。(MOM solve line antenna。)
- 2011-06-16 11:45:23下载
- 积分:1