摘要： 支持向量机是一种解决小样本、非线性、高维问题的机器学习算法,它为网络故障诊断向智能化方向发展提供了新的途径。介绍了支持向量机的基本原理,并且以实验网中采集的数据为例进行了实验,对实验过程和结果进行了说明和分析。

关键词: 网络故障诊断, 网络管理, 支持向量机(SVM), 最优超平面

Abstract: The support vector machine is a kind of novel machine learning method to solve the nonlinear and high dimension problem with small sample set, and it provides a new approach to develop the intelligent network fault diagnosis. In this paper, the basic theory of support vector is introduced. Experimentation with the network data from the laboratorial network is conducted and the experimental process and results are analyzed.

中图分类号: 

• TP393.07