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MATLAB高级讲义实例3(控制系统的数学描述与建模)(MATLAB examples of senior notes 3 (control system mathematical description and modeling))

diklat gabungan matlab

输入：样本序列 输出：返回一个具有最佳拟合的瑞利分布(input：samples output：return a best fit rayleigh)

用凯泽窗设计线性相位带通FIR滤波器,给出了详细的编程语言和方法(Kaiser window design with band-pass linear phase FIR filter, given in detail and methods of programming languages)

frft.快速分数阶傅里叶变换函数。调频信号分析的有力工具。(function of frft)

用K均值算法和C模糊算法对sonar数据和iris数据进行分类。 K均值算法是一种很常用的聚类算法，其基本思想是，通过迭代寻找K个聚类的一种划分方法，使得用这K个聚类的均值来代表各类样本是所得到的的总体误差最小。 模糊C均值（FCM）算法在K均值算法的基础上，用模糊子集代替确定子集，从而得到模糊的分类结果，即分类结果的模糊化。(Sonar data and iris data are classified by means of K mean algorithm and C fuzzy algorithm. The K mean algorithm is a very common clustering algorithm. Its basic idea is to find a partition method of K clustering by iteration, so that the average error of the mean of the K clustering is minimized. The fuzzy C mean (FCM) algorithm is based on the K mean algorithm. The fuzzy subset is replaced by the fuzzy subset, thus the fuzzy classification result is obtained, that is, the classification result is fuzzed.)

说明：  智能飞信器的空间路径规划，通过MATLAB仿真，有具体结果。(The spatial path planning of the intelligent femtograph, through MATLAB simulation, has specific results.)

用随机森林RF方法分类IRIS数据集，用一百个数据做训练集，五十个作为测试集，并统计出错误率，可直接运行(Classification method with random forests RF IRIS data set, using one hundred data to do training set, and fifty as a test set, and the statistical error rate, can be directly run)

matlab code for pulse propagation in optical fiber

用MatLab编制的梁单元模态计算的有限元程序，可以计算框架系统的振动模态和频率。(The MatLab program for vibration analysis of beam element)