Sensor-fault-

多目标pso的算法程序，添加了NSGA2的思想，即NSPSO算法。(Multi objective PSO algorithm program, adding the idea of NSPSO, that is, NSGA2 algorithm.)

有關於pso的程式 這裡並沒有用到速度會任何inertia 參數(This is an accelerated PSO (APSO). APSO does not use velocities or any inertia parameter. A full program for solving nonlinear constrained optimization problem (welded beam design as an example) is provided, which can be extended to solve other continuous optimization problems.)

Kernel自适应滤波器算法是基于Kernels的在线自适应回归算法。非常适合非线性滤波，跟踪和回归。该工具箱包括算法，演示和性能比较工具(Kernel adaptive filtering algorithms are online and adaptive regression algorithms based on kernels. They are suitable for nonlinear filtering, prediction, tracking and nonlinear regression in general. This toolbox includes algorithms, demos, and tools to compare their performance.)

probability principle component analysis, using matlab to reduce the dimenission of data.

TEST images for image processing

matlab符号运算课件，可进行带符号运算(matlab symbolic computing courseware, could carry out symbolic manipulation)

ICA的经典算法JADE，非常值得下载，其中包含各种库函数以及主函数(JADE ICA s classical algorithm)

Simulation of Gaussian Beam Focused by a Lens Using BPM Paramters suggested for simulation

说明：  kmeans函数：输入为类别数量k和数据矩阵A；输出为聚类结果A，和迭代次数，并将聚类结果数据以excel形式保存在工作路径下(k-means clustering algorithm error-free very practical)

利用wolf法编写的lyapunov指数程序(Using the method of Wolf lyapunov index program written )