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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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1
实用化工计算机模拟:MATLAB在化学工程中的应用 附录光盘程序(Computer Simulation of practical chemical procedures Appendix CD)
- 2009-05-11 09:02:23下载
- 积分:1
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LTE
说明: 讲述LTE关键技术及其发展趋势的详细说明,很有前沿性,很有可读性(About LTE key technologies and development trends in details, very cutting-edge, very readable)
- 2010-03-26 23:08:20下载
- 积分:1
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MATLAB7_jichujiaocheng
matlab7.0基础教程,对于初学者很有用,pdg格式(matlab7.0 basis Guide, useful for beginners, pdg format)
- 2007-05-28 11:00:10下载
- 积分:1
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case_study_18
说明: 本案例研究的目的是开发一种简单而有效的半隐式傅里叶光谱算法,用于相位场晶体模型的变形研究(The purpose of this case study is to develop a simple and effective semi-implicit Fourier spectral algorithm for the deformation study of phase field crystal models)
- 2019-03-28 22:34:19下载
- 积分:1
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DSP
用MATLAB实现的DSP函数,包括FFT、ChripZ、DCT、DELTA、Hilbert变换(用MATLAB实现的DSP ??数 ???? ?FFT ??ChripZ ??DCT ??DELTA ??Hilbert ??换)
- 2008-07-31 14:17:40下载
- 积分:1
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matlab3
说明: 与《matlab小波分析》这本书籍配套的第三章例子的源代码!(And " matlab wavelet analysis" This book example of matching the third chapter of the source code!)
- 2009-08-11 11:19:28下载
- 积分:1
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DDC
说明: 用6阶CIC实现,加噪声仿真。序内加详尽注释。(6 bands CIC realized, plus noise simulation. Sequence with a detailed note.)
- 2008-12-06 08:50:11下载
- 积分:1
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FindTrans_ICPAndCoefficientsZernikeC
comparing objective functions
- 2012-11-23 19:35:37下载
- 积分:1
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ing
分别实现由MVDR和RLS实现了单波束形成(signal beamfroming using MVDR and RLS)(Were implemented by MVDR and RLS achieve a single beam forming (signal beamfroming using MVDR and RLS))
- 2013-11-24 19:18:28下载
- 积分:1