资源列表
chap2_1
- 最小二乘法（又称最小平方法）是一种数学优化技术。它通过最小化误差的平方和寻找数据的最佳函数匹配。利用最小二乘法可以简便地求得未知的数据，并使得这些求得的数据与实际数据之间误差的平方和为最小。最小二乘法还可用于曲线拟合。其他一些优化问题也可通过最小化能量或最大化熵用最小二乘法来表达。(The least square method (also called the least square method) is a mathematical optimization technique. It m
eeg_feature_extraction
- 对eeg的五个波段进行提取, 脑电信号数据原始采集的脑电，输出5个不同波段幅值，(extract 5 wave bands of eeg signals)
gram_schmidt
- 施密特正交化矩阵，使任意矩阵单位化，求出单位正交的矩阵。(Schmidt orthogonalization matrix, unit of arbitrary matrix)
FLch7NNeg1
- 该程序为改进的神经网络MBP算法对噪声系统辨识程序(The program is an improved neural network MBP algorithm for noise system identification)
FLch5RMLeg2
- 该例程为解决多维非线性函数辨识问题的MATLAB程序(This routine is the MATLAB program to solve the problem of multidimensional nonlinear function identification)
改进平方根法
- 利用matlab进行变成，变成对象为改进平方根法(Using MATLAB to calculate the square root method)
nsga
- NSGA2优化算法Matlab求解多目标优化问题,欢迎下载学习(NSGA2 optimization algorithm Matlab to solve multi-objective optimization problem, welcome to download and learn)
MPC
- 无人驾驶汽车模型预测控制的算例代码，非常实用。(The code of the model predictive control of the unmanned vehicle)
AntCity2
- 经典蚁群算法，加入了区域限制对于问题的算法研究有一定的研究帮助(The classical ant colony algorithm, with the addition of regional constraints, has a certain research help on the research of the algorithm.)
arr6
- 数值模拟轨道不平顺，可以做为轮轨激励施加到轨道和轮轨上，研究轮轨的高频振动(Numerical simulation of track irregularities, can apply for wheel-rail incentive on the rail and wheel/rail, high frequency vibration of the wheel/rail)
SVM
- 利用MATLAB中所带的SVM函数，进行调用来得到SVM分类结果图(classified by SVM classifier)
ERDAnalysis
- 可以对脑电数据进行ERD值的计算，并将计算结果进行统计，并记录到excle表格中，以便于进行下一步的绘图和统计分析。(EEG data can be calculated by ERD value, and the results are counted, and recorded in the excle table, so as to facilitate further mapping and statistical analysis.)