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EM_GM
% EM algorithm for k multidimensional Gaussian mixture estimation
%
% Inputs:
% X(n,d) - input data, n=number of observations, d=dimension of variable
% k - maximum number of Gaussian components allowed
% ltol - percentage of the log likelihood difference between 2 iterations ([] for none)
% maxiter - maximum number of iteration allowed ([] for none)
% pflag - 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none)
% Init - structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none)
%
% Ouputs:
% W(1,k) - estimated weights of GM
% M(d,k) - estimated mean vectors of GM
% V(d,d,k) - estimated covariance matrices of GM
% L - log likelihood of estimates
%( EM algorithm for k multidimensional Gaussian mixture estimation Inputs: X (n, d)- input data, n = number of observations, d = dimension of variable k- maximum number of Gaussian components allowed ltol- percentage of the log likelihood difference between 2 iterations ([] for none) maxiter- maximum number of iteration allowed ([] for none) pflag- 1 for plotting GM for 1D or 2D cases only, 0 otherwise ([] for none) Init- structure of initial W, M, V: Init.W, Init.M, Init.V ([] for none) Ouputs: W (1, k)- estimated weights of GM M (d, k)- estimated mean vectors of GM V (d, d, k)- estimated covariance matrices of GM L- log likelihood of estimates)
- 2008-04-27 15:51:27下载
- 积分:1
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3D-Wave-equation-Model-forwarding--by-the-method-
3D Wave equation Model forwarding by the method of pesudo-spectrum
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这是一个SA求解tsp旅行商的matlab源代码,由m文件构成,可方便大家学习模拟退火算法。(This is a traveling salesman tsp SA for the Matlab source code, document constitute m, can facilitate learning simulated annealing.)
- 2007-05-08 21:15:46下载
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code_matlab
MATLAB problem for Poleplacement and state observer system
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MAT
详细介绍了在MATLAB环境中,MAT文件的编辑与读写,通常使用load和save两个命令进行 MAT 文件的读和写(Described in detail in the MATLAB environment, MAT files editing and read and write, load and save commonly used two commands to read and write MAT files)
- 2009-04-16 19:36:36下载
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- 2005-04-25 19:40:47下载
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DCT-FT
DTC变化,傅里叶变换,基于DCT的压缩变换(DTC changes, Fourier transform, DCT-based compression transform)
- 2013-04-03 21:21:00下载
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DE
微分进化算法可以求解大规模非线性的数学模型(Differential evolution algorithm)
- 2020-06-23 05:00:01下载
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shijianxulieyuceGP
说明: 本程序是基于matlab的时间序列预测模型GP源程序(This procedure is based on the matlab time series prediction model GP source code)
- 2008-09-21 20:14:28下载
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correlation
说明: matlab 编写的GPS信号解调及分析算法(matlab prepared GPS signal demodulation and analysis of algorithms)
- 2008-12-01 18:11:47下载
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