360compkill5.0

量子信息计算库。内涵计算量子纠缠等众多MATLAB程序，也包含很多自建类，如密度矩阵等等，内服详细说明(Quantum information computation liberary. Calculation of quantum entanglement content of MATLAB, and many other procedures, also contains a lot of self-categories, such as the density matrix and so on, detailed description of internal)

这是一些文本聚类的matlab函数，是遗传算法过程中的一些常用函数(This is some text clustering matlab function, genetic algorithm is the process of some of the commonly used functions)

自适应变步长滤波,滤除脑电中的工频干扰.这是变步长的,是普通自适应滤波的改进(Adaptive variable step filter)

PCA主元分析的matlab源代码，比较简单(PCA principal component analysis of the matlab source code is relatively simple)

图像均值滤波器和中值滤波器，并求出PNSR，即信噪比(figure operator)

ITU标准下的大气传播衰减计算程序，使用简单方便，只需要输入传播角度，高度，气候环境，即可计算大气传输损耗（不包括自由空间传播损耗）(According to the ITU standard, this program calculates the atmospheric loss. It is simple to use, you only have to input some parameters such as height, elevation angle, etc)

针对风电场短期风速的预测提出一种基于小波变换的组合预测方法。首先利用Mallat 算法对短期风速时间序列进行db3 小波三层分解与重构，得到短期风速时间序列的近似分量和细节分量。针对近似分量和细节分量的不同特性，对近似分量利用粒子群算法优化的最小二乘支持向量机进行预测，对细节分量利用自回归求和滑动平均模型进行预测。最后各预测模型预测值组合叠加得到最终的短期风速预测值。仿真结果表明该方法具有较高的预测准确度。(In order to improve short-term wind speed prediction accuracy of wind farms，a combined prediction method based on the wavelet transform is proposed. Firstly，the db3 wavelet is used for three-layer decomposition and reconstruction for short-term wind speed time series through Mallat algorithm. The approximation components and the detail components of the short-term wind speed are then obtained. Next，according to the different characteristics of these components，the least square support vector machine optimized by particle swarm algorithm and the autoregressive integrated moving average model are adopted as the predictivemodels for the approximate components and the detail components respectively. Then，the final predictive value of the short-term wind speed is obtained by the combination of the two components. The simulation results indicate that higher accuracy can be obtained in this prediction method.)

说明：  数据压缩中的GOLOMB CODE， MATLAB 代码以及 原始数据(Data compression GOLOMB CODE, MATLAB code, and the original data)

数据挖掘中ID3算法的实现(用MATLAB实现)(ID3 data mining algorithms to achieve (MATLAB))

adaptive control matlab m file