the-mathematical-modeling-algorithm

说明：  pwm conver 逆变器 仿真模型matlab 好好学习(inverter pwm conver learn matlab simulation model)

由一个隐马尔可夫模型产生一个观测值序列和一个状态序列(Consists of a hidden Markov model to generate a sequence of observations and a state sequence)

本程序是一个相对完整的matlab simulink 光伏发电系统的仿真，MPPT运行了扰动法，可以为有相关需要的同学提供一定的借鉴。(This program is a relatively complete simulation of MATLAB Simulink photovoltaic power generation system. MPPT runs the perturbation method, which can provide some reference for students who need it.)

电力系统故障计算，可以计算单相短路，单相接地短路，三相短路，两相短路接地，两相短路(power system fault, can calculate the single-phase short circuit, short-circuit to the single-phase and three-phase short-circuit, two-phase short-circuit grounding, two phase short circuit)

说明：  用simulink搭建的LMS自适应滤波器仿真模型，系统用分立的模块搭建，对理解LMS自适应算法有很好的帮助。(Built by LMS adaptive filter simulink simulation model, the system built with separate modules on the LMS adaptive algorithm has a good understanding of the help.)

说明：  用Matlab实现ADBoosting算法，很有代表性。(Using Matlab to achieve ADBoosting algorithm, very representative.)

matlab下对huffman编码进行模拟.可以进一步帮助理解编码过程(right under Matlab simulation Huffman coding. Can help further understanding of the encoding process)

对图像加入白噪声干扰，用维特比译码进行去扰，分别用硬判决和软判决，显示出的图像可以看出不同的效果(White noise is added to the image, performed using Viterbi decoding descrambling, respectively, with the hard decision and soft decision, showing the different effects can be seen in the image)

frank-wolfe的MATLAB实现(an example for frank-wolfe by matlab.)

流形学习是一种机器学习。所谓 Machine Learning 里的 Learning ，就是在建立一个模型之后，通过给定数据来求解模型参数。而 Manifold Learning 就是在模型里包含了对数据的流形假设。(Manifold Learning is a kind of Machine Learning.)