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第二章程序：一维移动最小二乘近似的MATLAB程序
- 一维移动最小二乘算法的MATLAB编程代码(MATLAB programming of 1D moving least squares algorithm)
huigui
- 基于回归分析的负荷预测，包括了最小二乘回归和偏最小二乘回归(Load forecasting based on regression analysis)
最小二乘曲线拟合
- 可用于有误差的数据的处理，更好的拟合数据(Can be used for data processing)
lssvm
- 最小二乘支持向量机解决拟合和模式识别等多种问题，包含所有源码(Least squares support vector machines to solve a variety of problems such as fitting and pattern recognition, including all source code)
pls2.m
- 实现偏最小二乘回归，可利用此方法进行预测分析。(Partial least squares regression can be realized by this method.)
曲面拟合01
- 最小二乘MATLAB程序，适合用于三维点云的最小二乘拟合。功能很强大！(Least squares MATLAB procedures, suitable for three-dimensional point cloud least square fitting. Powerful!)
F-TLS
- 频域加权最小二乘拟合，加速度计动态模型参数辨识(Frequency domain weighted least square fitting)
源程序代码
- fft详解Hilbert变换求包络谱 、最小二乘拟合(Hilbert transform envelope spectrum, least squares fitting,)
code
- MFC;影像匹配、特征点提取、影像相关、最小二乘;亲测可用，有源码！(MFC; image matching, feature extraction, image correlation, least squares, pro test available, source code!)
回归算法
- matlab实现各种经典回归算法，如最小二乘，ridge，lasso，elastic net等等，以及各种回归算法应用实例。(Many classic regression methods such as least squares, ridge, lasso and elastic net and so on. In addition, some application examples are here indetails.)
ipls
- 通过间隔偏最小二乘模型可以比较准确的算得待测物浓度(Through the interval partial least squares model can be more accurate calculation of the measured object concentration)
PLS
- 使用matlab进行偏最小二乘分析，求取回归方程(Use matlab progressive PLS)
LSSVMlabv1_8_R2009b_R2011a
- 最小二乘支持向量机，很好用，里面有很多子文件，话音大家(Least squares support vector machine, very good use)
作业
- 用来最小二乘的，线性化非线性函数的，谁有谁知道好(For the least squares, linearization of nonlinear functions, who knows who is good)
LSM_identification
- 基于最小二乘的系统辨识程序,可以实现对ARMAX模型的参数辨识，内容包含了单次最小二乘辨识算法和递推最小二乘算法的实现(the system identification method based on LSM.)
LS-SVM
- 最小二乘算法的改进，最小二乘SVM的实现！(Improvement of SVM by Least square SVM.)
1Flight System Identification
- 飞机系统辨识程序，对飞行器各个气动导数，通过最小二乘或递归最小二乘进行辨识。(Code for aircraft system identification, including the least squares or recursive least squares.)
estimation
- 使用最小二乘估计电力系统状态，可改变系统节点进行仿真(Using least squares to estimate the state of the power system, the system node can be changed for simulation)
作业六遗忘因子
- 利用matlab实现遗忘因子最小二乘算法，绝对可以运行(Using MATLAB to realize the forgetting factor least square algorithm, it is absolutely possible to run)
MATLAB非线性最小二乘优化问题
- 非线性最小二乘优化问题的代码，可以用来自己修改成需要的子函数。(Nonlinear least squares optimization code, can be used to modify their own needs of the sub-function.)