Create-some-artificial-two-term-mixture-data

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.)

敝人最近整理的关于MatLab中的遗传算法工具箱Gads的资料，不敢独享，希望能起到一定的帮助作用(myself recently finishing on the MatLab genetic algorithm toolbox Gads information, not exclusive, hope to play a helpful role)

end-pumped fiber laser

spectrum of signal comminucation field

国内节点优化算法书籍，内容丰富，算法齐全，实用性较强。定理的证明和算法的准导主要以数学分析和线性代数为基础，简明易学。(Domestic node optimization book, rich in content, the algorithm is complete, practical, strong. Theorems and algorithms quasi-proof guide mainly in mathematical analysis and linear algebra-based, concise and easy to learn.)

说明：  如何用MATLAB编写有限元程序，对进行有限元开发有很大帮助。(How to write MATLAB finite element program, the development of the finite element of great help.)

unbalanced load analysis

压缩包中包含了专家控制，模糊控制，人工神经网络，遗传算法等经典例题的源代码 (This compression package contains source code of expert control, fuzzy control, artificial neural networks, genetic algorithms and so on in classic examples )

说明：  图像拼接，使用此代码可以方便的将一幅灰度图像或者彩色图像进行横向或者纵向拼接(Image mosaic, the use of this code can easily be a grayscale image or color image mosaic of horizontal or vertical)

matlab画的峰窝图(Matlab painting peak Waterloo map )