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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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Finite-Element---Using-MATLAB
介绍用matlab进行有限元计算的国外经典著作,前面重点介绍了有限元的相关内容,后面重点讲解了如何利用matlab的工具箱实现有限元的计算。(This book gives a background treatment of the Galerkin method in Chaps. 2–4.
Topics such as developing weak formulations as prelude to solving the finite
element equation, interpolation functions, derivation of elemental equations,
assembly and sample solutions were treated in these chapters. Chapter 5 gives an
overview on the use of the pdetoolbox. Chapter 6 and 7 give different sample
problems and their solutions on heat transfer and elasticity in Materials
Engineering.)
- 2014-02-07 22:33:54下载
- 积分:1
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uom[omfsfs
音频信号的谱分析及去噪 是一个课程设计的题目 报告很完整 可以使用(Spectrum analysis and audio signal de-noising is the subject of a course design is very complete report can be used)
- 2009-12-29 20:13:18下载
- 积分:1
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Hough-circle-detection
按照步骤根据hough变换进行圆检测
按照步骤根据hough变换进行圆检测(Follow the steps under the hough transform for circle detection in accordance with the steps under the hough transform circle detection)
- 2011-06-06 18:49:48下载
- 积分:1
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power-allocatin
在非正交(NOMA)环境下,固定功率分配和树形算法分配的比较,说明树形的优势(In the non-orthogonal (NOMA) environment, relatively fixed power allocation and distribution tree algorithm, explain the benefits of tree)
- 2021-03-05 16:09:31下载
- 积分:1
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GoldFind
用于单变量函数寻优的黄金分割法matlab程序,我试过了好用.(For single-variable function optimization of the golden section method matlab procedure, I tried the easy to use.)
- 2007-11-04 08:48:10下载
- 积分:1
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IIR_optimal_filter
这是一个优化IIR滤波器的源码,能设计出8个极点8个零点的IIR优化滤波器(This is a source optimized IIR filter can be designed eight against eight pole optimization of IIR filter)
- 2009-05-14 18:36:23下载
- 积分:1
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channelization
简单的信道化处理信号,输入不同的信号中心频率点会得到不同信号的输出从而分离出输入信号,代码较简单直观(Simple channel processing signal, the input signal different center frequency will be output different signals to separate the input signal, the code is relatively simple and intuitive)
- 2014-09-17 21:17:51下载
- 积分:1
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214e41509b777d6a
特征线法设计二维轴对称喷管,采用MATLAB进行的喷管设计方法(nozzle design)
- 2021-03-09 10:49:28下载
- 积分:1
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INSjs
角增量 加速度增量 的捷联式惯导系统的 解算 程序(matlab SINS )
- 2010-06-19 10:27:48下载
- 积分:1