基于PSO的PID参数自整定程序

How the K-mean Cluster work Step 1. Begin with a decision the value of k = number of clusters Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following: Take the first k training sample as single-element clusters Assign each of the remaining (N-k) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster. Step 3 . Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample. Step 4 . Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments. (How the K-mean Cluster workStep 1. Begin with a decision the value of k = number of clusters Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following: Take the first k training sample as single-element clusters Assign each of the remaining (Nk) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster. Step 3. Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample. Step 4. Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments.)

这是一个C均值算法的Matlab程序,已测试可用，希望对大家有帮助！(This is a C means algorithm Matlab program has been tested is available, we want to help!)

this is a file that about matlab this is a file that about matlab

ebook for learning latex

基于matlab的数字喷泉码LT码理想度分布编码实现。 向往可以对初学者有用。文件格式：m文件，自己运行可以用。(Coding matlab-based digital fountain code LT codes ideal degree distribution. Longing can be useful for beginners. File format: m file, run their own can be used.)

说明：  升压DC-DC变换器BOOSt的PWM闭环控制的 simulink仿真(Step-up DC-DC converter BOOSt the PWM control loop simulation simulink)

simulink中经过改造后重新搭建的同步电机模型(After transforming in simulink to build the model of the synchronous motor)

基于LMS算法的自适应滤波器的MATLAB仿真，阶数、收敛因子可调，，希望对大家有帮助...(LMS-based adaptive filter algorithm the MATLAB simulation, the order of convergence factor Adjustable, we want to help ...)

Inverted Pendulum Controled_State_Space_sfun by falcon robot

很好用的matlabGUI学习PPT,通过细致深入的讲解，能够熟练使用matlab的图形界面设计。(Useful matlabGUI learning PPT, through detailed explanations, able to skillfully use matlab graphical interface design.)