intelligent-algorithm16-20examples

MATLAB仿真课件，初学者较好的MATLAB学习课件(MATLAB simulation courseware, good for beginners learning courseware MATLAB)

Fuzzy c means code for doing clustering.

Simulated Camera Calibration practice

kpss test matlab- useful econometric tool

mmvn_toolkit matlab下多元高斯混合模型工具-具有产生、测试、查看功能(complete toolkit for generating, training, testing and viewing multidimensional gaussian mixtures)

基于模型预测控制的驾驶员模型的轨迹跟踪（CarSim8.02和Matlab联合仿真文件）(Tracking (CarSim8.02 and Matlab co-simulation file) trajectory model predictive control based on driver model)

说明：  信号采样 欠采样 过采样 临界采样 信号频谱 采样频率(Signal sampling undersampling oversampling critical sampling signal spectrum sampling frequency)

说明：  图像逆透视变换，本文只有程序，没有理论知识，理论知识可以参考网上的详细讲解，本文程序是搬网上大神的，谢谢！(Image inverse perspective transformation, this article only procedures, no theoretical knowledge, theoretical knowledge can refer to the detailed explanation on the Internet, this article procedure is to copy the online God, thank you!Image inverse perspective transformation, this article only procedures, no theoretical knowledge, theoretical knowledge can refer to the detailed explanation on the Internet, this article procedure is to copy the online God, thank you!)

支持向量机和BP神经网络虽然都可以用来做非线性回归，但它们所基于的理论基础不同，回归的机理也不相同。支持向量机基于结构风险最小化理论，普遍认为其泛化能力要比神经网络的强。为了验证这种观点，本文编写了支持向量机非线性回归的通用Matlab程序和基于神经网络工具箱的BP神经网络仿真模块，仿真结果证实，支持向量机做非线性回归不仅泛化能力强于BP网络，而且能避免神经网络的固有缺陷——训练结果不稳定。 (Support Vector Machine and BP neural network, even though there can be used to make non-linear regression, but they are based on the theoretical basis for the different, the mechanism of regression is not the same. Support vector machine based on structural risk minimization theory, generally considered the generalization ability of neural networks than the strong. To test this view, the paper prepared by non-linear regression support vector machine procedures and based on a common Matlab neural network toolbox of BP neural network )

这5个小程序分别为：用Monte Carlo随机法圆柱相交体的体积；用刘徽割圆法计算pi；梯形法.辛普森法计算圆周率；蒲丰掷针实验程序；线性函数的迭代(This five small programs were: using Monte Carlo random method cylinder intersects the volume cyclotomic method with Liu Hui pi trapezoidal method Simpson method to calculate pi Buffon throw needles experimental procedures linear function of iteration)