YUANLP

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 )

Controlling of Quadrotor UAV Using a Fuzzy System for Tuning the PID Gains in Hovering Mode

Matlab实现NetworkCoding、reinform、SinglePath仿真(Matlab achieve NetworkCoding, reinform, SinglePath simulation)

计算“高位平面图像”的伪Zernike矩（低 6阶），并作为特征。(Computing " high dimensional images," the pseudo-Zernike moments (low order 6), and as a feature.)

AHP法代码，可以自动检验一致性，开发环境为matlab(AHP method code, can automatically check the consistency, the development environment for matlab)

B超的例子，其中含有多个医学超声图像，可用于超声图像处理，超声成像，相关研究人员可以进行下载。(B-examples, which contains multiple medical ultrasound image, ultrasound can be used for image processing, ultrasonic imaging studies can be downloaded.)

A simple Butterword filter

说明：  MATLAB给图像添加各种噪声，非常好用，希望对大家有用(MATLAB add all kinds of noise to the image, very easy to use, we hope to be useful)

This mfile is the simulation of CSTR control with new GPC

该程序源代码实现了matlab通信系统性能的仿真，调制方式QPSK仿真(The source code implements communication system simulation matlab, modulation QPSK simulation)