MATLAB-function

粒子群优化算法，可在matlab实现，有注释(pso matlab)

image inpainting classical algorithm

LEACH (Low-Energy Adaptive Clustering Hierarchy)

自己写的包络谱函数，可以实现对时间序列求出他的功率谱(Write their own spectral envelope function, can realize to the power spectrum of his time sequence)

说明：  利用matlab实现移位 卷积 相加 等等(Using matlab convolution sum, and so achieve the shift)

1,、设置变量和参量： 　　X(n)为输入向量，或称为训练样本 　　W(n)为权值向量 　　e(n)为偏差 　　d(n)为期望输出 　　y(n)为实际输出 　　η为学习速率 　　n为迭代次数 　　2、初始化，赋给w(0)各一个较小的随机非零值，令n=0 　　3、对于一组输入样本x(n)和对应的期望输出d，计算 　　e(n)=d(n)-X^T(n)W(n) 　　W(n+1)=W(n)+ηX(n)e(n) 　　4、判断是否满足条件，若满足算法结束，若否n增加1，转入第3步继续执行(, set the variables and parameters: X (n) is the input vector, otherwise known as the training sample W (n) for the weight vector e (n) for the deviation d (n) is the desired output y (n) is the actual output η is the learning rate n is the number of iterations)

说明：  此boucwen滞回模型建立在matlab-simulink仿真基础上(The boucwen hysteresis model is based on matlab-simulink simulation)

方程求根的迭代法，如Newton法，基于matlaB计算求解(Roots of the iterative equation, such as the Newton method, based on matlaB Computing for)

matlab遗传算法工具箱解函数优化问题应用实例(matlab genetic algorithm toolbox solution function optimization application examples)

说明：  simulink搭建全钒液流电池模型，包括SOC估算，比较Vstack,和Vb(SIMLINK MODELING OF ALL VANADIUM FLOW BATTERY, INCLUDING SOC ESTIMATION)