Genetic-Algorithm

贝叶斯参数估计 输入：train_patterns, train_targets, sigma 输出：均值，协方差(function [mu, sigma] = Bayesian_parameter_est(train_patterns, train_targets, sigma) )

This is a very helpful matlab complement for the implementation of neural networks, fuzzy systems, neuro fuzzy systems for control and classification form scratch, I found it very helpful as a strudent and a a researcher

改进的粒子群算法，有更好的性能，提高了算法的搜索能力(Improved particle swarm optimization, better performance, improved search ability of the algorithm)

使用马尔科夫蒙特卡洛方法对非常规的概率密度函数进行样本抽取(use MCMC to draw samples)

双馈风力发电机simulink模型，可以成功运行，波形可用。(The Simulink model of the doubly fed wind generator can be successfully operated and the waveform is available.)

matlab编写的程序，求解阵列天线方向图、阻抗匹配以及电流分布等(matlab program, array antenna pattern、impendance matching and current distribution)

粒子滤波程序 有助于对粒子滤波初步了解 加深对粒子滤波的认识(Particle filter program helps a preliminary understanding of the particle filter to a better understanding of the particle filter)

说明：  基于蒙特卡罗马尔可夫链的差分遗传算法。算法有mc抽样改进，并用差分算法改进遗传优化算法(Difference genetic algorithm based on monte carlo markov chain. With MC sampling improvement algorithm difference algorithm improved genetic optimization algorithm)

Jacks 频谱的相关性测试，可以验证得到的jaks频谱是否正确 (Jacks test the relevance of the spectrum can be obtained to verify the correctness of the spectrum jaks)

说明：  本资料关于MATLAT GUI,具体为视频教学，其中包括简单GUI的建立及相应的代码编写。（4-5）(The information on MATLAT GUI, specifically for the video teaching, including the establishment of a simple GUI and the corresponding code is written. (4-5))