HiddenMarkovModels

This file implement lpp algorithm for dimension reduction and clustering techniques. Dimension reduction, Clustering.

matlab simulink tutorial.

模糊控制器的设计步骤，一共有输入输出，隶属度，模糊规则等一些步骤(About Fuzzy controller design steps)

this file is based on matlab simulink for adptive control the sisp plants.

牛顿法求解电力系统潮流计算，自己编写的简单快捷的电力系统潮流计算源程序，适合于简单的电力系统。(Newton method for solving power flow calculation, I have written a simple and quick power flow calculation source code for the simple power system.)

此程序提供两种一维信号信息熵的计算方法，其中一种是近似信息熵计算，可以有效的识别信号的复杂度(This program provides two kinds of one-dimensional signal and the calculation method of information entropy is one kind of approximate entropy calculation, can effectively identify the complexity)

该程序是MATLAB源程序，可以用来对图像进行延拓，方便进行EMD分解。(MATLAB source code of the procedure can be used to image extension, facilitate the EMD decomposition.)

O Reilly.Practical.C++.Programming.chm,电子书籍，英文版。(O Reilly.Practical.C++.Programming.chm,E-books, in English.)

自适应算法是常用有效的优化算法，这里是将自适应算法应用于不同的场合的源代码(The adaptive algorithm is commonly used effective, here is the adaptive algorithms are applied to different occasions of the source code)

主程序arma2Ddemo是对模拟图像的2DAR和ARMA参数估计。(arma2Ddemo: See and run the demo arma2Ddemo for an example of 2D AR and ARMA parameters estimation from simulated images. - sim_ar2d: generation of simulated 2D AR process. - sim_arma2d: generation of simulated 2D ARMA process. - ar2d: solves 2D yule walker to estimate AR parameters - arma2d: estimation of 2D ARMA parameters. First step: estimation of the gaussian input by inv_ar2d, Second step: linear system solution to estimates simultaneously AR and MA parameters, as explained in [1]. - inv_ar2d: first step in arma2d. Filters through inverse filter 1/AR an AR process, to generate its innovation Gaussian signal. It is used here to estimate the Gaussian noise input to the ARMA 2D process, approximating the ARMA model to a high order AR model. - poles2coeff: converts poles chosen by user to AR or MA coefficients (support function) )