Frank_gen_new

判别稀疏非负矩阵分解，提出这个新算法，来进行人脸识别，比传统的NMF和一些其他的扩展算法效果好(Sparse non-negative matrix factorization judge proposed the new algorithm for face recognition, than the traditional extension of NMF algorithm and some other good results)

本书主要介绍 MATLAB GUI的设计，是matlab界面设计的必备书籍，大量的实例，很实用！(This book focuses on MATLAB GUI design is essential matlab interface design books, a large number of instances, very practical!)

说明：  实现演示程序！里面有很多关于程序的演示的源程序！(The demo program! There are many presentations on the program source code!)

evaluates the spherical harmonic function

从初值出发，先计算y对时间t的导数，得到y的变化速度；求出x对t的导数，得到x随时间的变化速度。然后时间前进一小步h=0.002，同时x和y也都发生一个小的变化，即在原来数值基础上加上时间步长h和变化速度的乘积。如果x到达1或者-1，强制让y发生变化。这个过程不断迭代，得到结果。 (completed chart)

matlab交叉验证cross Validation，把样本集分为训练集和测试集，防止网络出现过拟合，提高网络的泛化能力和预测精度(cross Validation for matlab，to estimate the test accuracy,training accuray and validation accuracy of a neural network)

这个程序是地球物理波动方程的求解模拟，非常适合学习地球物理的学生。(This program is to solve the wave equation geophysical simulation, very suitable for students studying geophysics.)

先进PID控制及Matlab仿真（第二版）PID，(advanced PID control and Matlab (2nd Edition) PID,)

说明：  MATLAB 模式分类算法程序，是英文版《模式分类》教程的有关资料。(MatLab Classification　)

This is material which include Fuzzycontrol theory and algorithms.