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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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flow_chart
Matlab单队列多服务台仿真总流程图
本系统仿真程序采用事件步长法进行仿真,由以下功能模块组成:
1、仿真时钟;
2、事件表;
3、系统状态变量;
4、初始化子程序;
5、事件子程序;
6、调度子程序;
7、时钟推进子程序;
8、随机数产生子程序;
9、输出函数子程序;
10、统计计数器;
11、主程序。(Matlab simulation of the total single-queue multi-desk system simulation program flow chart of the step method used to simulate the event by the following functional modules: 1, simulation clock 2, the event table 3, the system state variables 4, the initialization sub- procedures 5, event subroutine 6, the scheduling routine 7, the clock forward subroutine 8, random number generation routine 9, the output function routine 10, statistical counters 11, the main program.)
- 2010-12-24 19:54:30下载
- 积分:1
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Matlabgongjuxiangshiyong
小波工具箱的具体使用的方法 很详尽 可供大家参考(The wavelet toolbox specific use very detailed for reference)
- 2013-03-25 19:40:35下载
- 积分:1
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OptimalTrackingFIlter
Article about Estimating Optimal Tracking FIlter
- 2013-11-29 17:44:39下载
- 积分:1
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quxiankeyi
利用卡尔曼滤波、滑模观测器和锁相环实现无传感器控制,曲线效果比较合理(Sensorless control is realized by Kalman filter, sliding mode observer and phase-locked loop. The curve effect is reasonable.)
- 2020-06-29 03:40:02下载
- 积分:1
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dspsk_DEMOD
多用户检测
直接序列扩频
码解码部分(multiuser detesion)
- 2009-03-31 16:57:51下载
- 积分:1
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DIANLIXITONGMATLAB
说明: 电力系统课程中所概述的潮流计算的MATLAB语言实现版,包含有详细的源代码,程序说明,以及操作说明(Courses of power system load flow calculation as outlined in the MATLAB language edition, contains detailed source code, description of the procedures and operating instructions)
- 2009-08-04 10:35:50下载
- 积分:1
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convariance
能够计算出一个图像矩阵的灰度梯度共生矩阵,并计算出其协方差(To calculate an image matrix of gray gradient co-occurrence matrix, and calculate the covariance)
- 2012-04-02 22:29:22下载
- 积分:1
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work
用MATLAB实现,基本的图形变换、图像的各种滤波、平滑、锐化、图像的直方图变换(Basic graphics transformation, the image of a variety of filtering, smoothing, sharpening, image histogram)
- 2010-06-14 19:44:28下载
- 积分:1
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PSO_B_SA
基于模拟退火的粒子群优化算法,示例程序,用于求解复杂函数的极值问题(源程序中的示例函数为Camel,Rastrigrin,Ackley)(PSO_A Alogrithm ,Hybrid particle swarm-based-simulated annealing optimization algorithm)
- 2009-10-04 11:02:42下载
- 积分:1