PSO_TEST_FUNTION_functions

This a plat for for computing NSF index in quality management of water quality.

用MATLAB编写的遗传算法路径规划，使用混沌与分形分析的例程，基于K均值的PSO聚类算法。( Genetic algorithms using MATLAB path planning, Use Chaos and fractal analysis routines, K-means clustering algorithm based on the PSO.)

说明：  使用MATLAB实现基于DCT稀疏采样和重建的例程(Using MATLAB to realize the routine of sparse sampling and reconstruction based on DCT)

matlab作一维、二维和三维箭头的源代码。(matlab for one-dimensional, two-dimensional and three-dimensional arrow s source code.)

首先分析了瑞利衰落信道统计特性，并在此基础上给出了clarke模型，然后提出仿真方法，包括成形滤波法、jakes仿真模型及其多种改进方法，接着阐述了上述仿真模型的软件实现过程，并利用matlab进行了计算机仿真，然后给出衰落信号的仿真信号和分析结果，仿真结果证明了提出的仿真模型与理论曲线匹配度高，可以很好地模拟无线衰落信道(First analyze the statistical properties of the Rayleigh fading channel, and clarke model is given on this basis, and then asked the simulation methods, including the forming of the filter method, the the jakes simulation model and a variety of improvement, then described the simulation model of the software implementationprocess, and using matlab computer simulation, and then gives the simulated signals and analysis results of the fading signals, simulation results show the proposed simulation model with the theoretical curve to match high, can simulate the wireless fading channel)

这个函数，很重要，不是用不行，这是一个泊松分布，是一个一维的，长度是1000的分布，还可以自己添加plot绘图函数，查看泊松分布。(This function is very important, do not use this function, very important, not with no, this is a poisson distribution is a one-dimensional, length is 1000 distribution, still can add your own plot drawing function, check poisson distribution. No, use your Linux will be very smooth.)

基于hausdorff距离的图像模板匹配算法(Hausdorff distance image based on template matching algorithm)

振动信号的预处理消除趋势项（最小二乘法消除多项式.）(Pretreatment to eliminate vibration signal Trend (least squares method to eliminate polynomial.))

子空间拟合算法，空间谱估计算法的一种，适用于多维搜索，欢迎指正！(Subspace fitting algorithm, a spatial spectrum estimation algorithm for multi-dimensional search, please correct me!)

给出了x(n)=A*a^n*cos(w*n+theta),A，a，w，theta均为实数，程序中给出了如何不同过matlab的自带工具箱求解其DTFT的过程(Given x (n) = A* a ^ n* cos (w* n+ theta), A, a, w, theta, are real numbers, the procedure given how different matlab comes toolbox for solving itsthe process of DTFT)