31235592-Teaching-Genetic-Algorithm-Using-Matlab

关于matlab编程的书，介绍了条件控制，循环语句，结构，对象，调试与计时等，适合初学者。(Matlab programming on the book, describes the condition of control loop, structure, object, debugging and timing, etc., suitable for beginners.)

s函数学习的入门资料，很详细的介绍s函数的写作方法(s function study of introductory information, very detailed)

基于EM算法的图像融合算法，对图像不用进行多尺度分解。(EM algorithm based on image fusion algorithm for multi-scale image without decomposing.)

说明：  粒子群工具箱，非常好的源程序，很好用。。。(Particle swarm optimization toolbox, a very good source, a very good use. . .)

gmrp 二层组播协议， 在电力行业应用广泛，其中设计交换芯片的二层组播表项的操作需对应相应的交换芯片。(GMRP， two layer multicast protocol, widely used in power industry, the design of two layer exchange chip multicast list to the corresponding switching chip corresponding operation.)

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：  两种对二阶系统进行参数辨识的最小二乘算法，一种可以直接得到输入输出之间的传递函数，一种可以解出线性的差分方程各系数，再反解得到传递函数。附带的一个二阶系统的模型，可以自行下载导入输入输出数据进行试验。(Two kinds of least square algorithm for parameter identification of second-order system, one can directly get the transfer function between input and output, the other can solve the coefficients of linear difference equation, and then get the transfer function by inverse solution. The attached model of a second-order system can download the input and output data for test.)

倒立摆的模糊控制实现的是其位移速度角度角速度的控制(Inverted pendulum fuzzy control is the control of the speed of the displacement angle angular velocity)

大斜视角下，点目标的距离多普勒算法(RDA,Range_Doppler Algorithm)仿真，Matlab语言。(Range_Doppler Algorithm,Matlab)

说明：  how to use virtual reality toolbox in matlab