Genetic-algorithm

IR 8CH decoder project

说明：  随即系统的声音处理中，产生高斯噪音均匀噪声(GENERATING GAUSSIAN NOISE FROM UNIFORM NOISE)

Application demo for MPU6050

基带系统的蒙特卡罗仿真，眼图程序，多径信道均衡，信道传输函数的matlab仿真

用于特征降维，特征融合，相关分析等,使用高阶累积量对MPSK信号进行调制识别，关于神经网络控制，真的是一个好程序，借鉴了主成分分析算法（PCA），插值与拟合，解方程，数据分析。( For feature reduction, feature fusion, correlation analysis, Using high-order cumulants of MPSK signal modulation recognition, On neural network control, Really is a good program, It draws on principal component analysis algorithm (PCA), Interpolation and fitting, solution of equations, data analysis.)

模糊控制及其matlab仿真实例。包含程序。(Matlab fuzzy control and simulation examples. Contains the program.)

优秀论文及配套源码。首先阐述了负荷预测的应用研究现状，概括了负荷预测的特点及其影响因素，归纳了短期负荷预测的常用方法，并分析了各种方法的优劣；接着介绍了作为支持向量机（SVM）理论基础的统计学习理论和SVM的原理，推导了SVM回归模型；本文采用最小二乘支持向量机（LSSVM）模型，根据浙江台州某地区的历史负荷数据和气象数据，分析影响预测的各种因素，总结了负荷变化的规律性，对历史负荷数据中的“异常数据”进行修正，对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响，而目前依然是基于经验的办法解决。对此，本文采用粒子群优化算法对模型参数进行寻优，以测试集误差作为判决依据，实现模型参数的优化选择，使得预测精度有所提高。实际算例表明，本文的预测方法收敛性好、有较高的预测精度和较快的训练速度。(first expounds the recent application research of load forecasting, summarized the characteristics of load forecasting and influencing factors, summed up common methods of short-term load forecasting, and analyzed the advantages and disadvantages of each method then introduced statistical learning theory and the principle of SVM as the basis of support vector machine (SVM ) theory, SVM regression model is derived this paper adopted least squares support vector machine (LSSVM) model, according to the historical load data and meteorological data of a certain area of Zhejiang Taizhou, Analysised the various factors affecting the forecast, summed up the regularity of load change , amended "outliers" in the historical load data,the load forecasting factors to be considered were normalized. The two parameters of LSSVM have a significant impact on the model, but it is still soluted based on the experience currently. So, this paper adopted particle swarm optimization algorithm to optimized )

这个是matlab分类工具箱，有大概三十多个matlab原程序，很适合大家下载使用(this classification is Matlab toolbox, probably more than 30 Matlab program, We are very suitable for downloading)

小波阈值去噪，含不同分解层次、输入信噪比、阈值、阈值函数去噪功能的比较。原始信号为高斯脉冲(Wavelet threshold denoising with different decomposition level, the input SNR threshold comparison of the threshold function denoising function. The original signal for the Gaussian pulse)

matlab draw examples