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gmdh_example
GMDH_main为GMDH主函数;
variable_Combin为输入层初始变量选为x1,x1^2,x1*x2,x2^2,x2时的输入变量矩阵值
variable_select计算X_train训练输入数据,Y_train训练输出数据,X_test测试输入数据,Y_test测试输出数据
Combin为求变量的两两组合
Sym_Combin为求符号变量的两两组合
PE_AIC求每层各神经元的参数估计W,及训练数据在参数估计后估计的输出out_train,测试数据在参数估计后的估计输出out_test,还有与实际比较的误差平方和PESS, 以及准则值AIC
sym_representation求最终的输入输出符号表达式
Criterion_value求准则值
(GMDH_main main function for the GMDH variable_Combin initial variables chosen for the input layer, x1, x1 ^ 2, x1* x2, x2 ^ 2, x2 the value of the input variable matrix calculation X_train variable_select training input data, Y_train training output data, X_test test input data, Y_test for the sake of the test output data Combin pairwise combination of variables for the sake of symbolic variables Sym_Combin pairwise combinations PE_AIC neurons find each parameter estimation of the W, and after the training data is estimated in the estimation of output out_train, test data After the parameter estimates of the output estimated out_test, also compared with the actual sum of squared errors PESS, as well as the final criterion value AIC sym_representation seek the input and output values of symbolic expressions Criterion_value find criteria)
- 2011-04-27 15:32:58下载
- 积分:1
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CHUANKOU-SHEJI
一个 gui 界面的 matlab 串口通信演示程序,对实验数据进行处理,达到要求(A gui interface, serial communication matlab demo program, the experimental data processing, to meet the requirements)
- 2013-12-18 19:28:29下载
- 积分:1
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app4
this is real fuzzy matlab code is hard5
- 2015-04-10 21:24:11下载
- 积分:1
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HistogramEqualization
histogram equalization in matlab
- 2009-09-10 18:24:52下载
- 积分:1
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gold1
最大线性反馈移位寄存器产生的m序列和m序列优选对构成的Gold序列,以及matlab仿真程序。(Maximum linear feedback shift register produces m sequence and optimization of the sequence of m Gold sequence, and constitutes matlab simulation program.)
- 2010-10-13 16:05:00下载
- 积分:1
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Imageprocessing
包括图像分析的四部分代码:matlab扩散和高斯函数,线性扩散,线性复扩散,非线性扩散。(It contains four parts:
[1]MATLAB function:diffusion.m gauss.m
[2]Linear diffusion
Applying linear diffusion to images creating linear scale-space.
MATLAB code: demo_lin.m
Image: haifa1.bmp
[3]Linear complex diffusion
Applying linear complex diffusion creating Gaussian and Laplacian scale-spaces. MATLAB code: demo_cmplin.m
[4]Nonlinear diffusions:
Perona-Malik ["Anisotropic diffusion"]
Catte et al. regularization of P-M
Complex ramp-preserving diffusion
Nonlinear edge preserving diffusions.The classical Perona-Malik process: the value of the diffusion coefficient is reduced near edges estimated by the first derivative. Best applied to step edges. A regularized version by Catte et al- the gradient estimation for controlling the process is smoothed by a Gaussian. Proved to be mathematically well-posed. Ramp preserving complex diffusion- best for ramp-type edges. Results are smoother with almost no staircasing effects.
MATLAB code: demo_nldif.m
Image: ct_scan.bmp)
- 2009-02-19 16:35:30下载
- 积分:1
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fourieroptics
傅里叶光学仿真,可模拟各种平顶高斯光束并对其参数进行设置。(Fourier optics simulation, can simulate a variety of flattened Gaussian beam and its parameters.)
- 2013-12-27 02:04:07下载
- 积分:1
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qiuzhuangmoxingnihe
地统计学中使用MATLAB做球状模型拟合代码(To use MATLAB to do statistical model fitting spherical code)
- 2011-04-23 11:32:27下载
- 积分:1
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skindetector
skin detection skin recognized
- 2011-05-14 20:23:22下载
- 积分:1
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immunit
智能优化算法,其中为人工免疫算法,可以为初学者提供帮助。(Intelligent optimization algorithms)
- 2013-12-25 20:42:37下载
- 积分:1