chap8

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 )

matlab 使用的心得与体会 在使用过程中肯能会遇到的问题(matlab use of the experience and experience in the process of using the point to be encountered)

30个案例分析 神经网络的30个案例分析一书地29个案例(30 case analysis)

用遗传算法解决TSP问题，还有用CPLEX解决(Solving TSP problem by genetic algorithm)

针对异步电动机转子磁链定向的矢量控制系统，逆变部分采用的三电平拓扑结构，算法是采用的传统的SVPWM调制方法。(For the vector control system of induction motor rotor flux orientation, the three level topology is adopted in the inverter, and the algorithm is the traditional SVPWM modulation method.)

A new multi hop routing scheme for athlete monitoring using wban

此程序实现构造小波基 (this program structure of this small Porgy program structure wavelet)

灰色预测GM（1，N）代码，用于数学建模，提供残差等(Gray forecast GM (1, N) code for mathematical modeling residuals)

seismic moment calculation

本文件是关于自适应滤波算法的matlab仿真，其中对LMS、RLS等算法给出了具体的程序。(This document is on adaptive filter algorithm of matlab simulation, including LMS, RLS) give a specific procedures. )