[0917]Chapter1-Introduction

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 )

Stochastic fields Generation. created by LHS. Correlation is based on Cholesky factorization

一个地震正演程序,matlab源码,对相关专业的初学者有帮助。(a seismic forward procedures, Matlab source of relevant professional help beginners.)

二进制ook调制 matlab实现仿真程序(ook modulation)

系统传输函数 用于系统传输简单模拟 了解传输过程(transfer in matlab)

基于小波变换的去噪，效果很好，希望对大家有帮助(Based on the wavelet denoising Wavelet transform，The effect is very good)

包括一个自适应抵消的文档和lms算法的源程序，希望对大家有帮助(Include a self-adaptive offset algorithm source documents and lms, in the hope we have helped)

说明：  《Matlab与C++》这本书的第5章，包含matlab程序和C++程序(&quot Matlab and C++&quot Chapter 5 of this book, including the matlab program and C++ program)

说明：  鲁棒Capon算法的程序实例仿真，便于初学者学习，内附有论文，可参考对照(Program example simulation of robust Capon algorithm)

说明：  这是一个人脸的识别程序，基于Matlab环境。在一幅图中识别出人脸部分，并把人脸部分用矩形框圈出。(This program is used to identify the face by Matlab.It can delect the face in one picture and sign the face)