摘要
介绍了支持向量机 (SVM)理论的基本概念、原理及其学习算法 ,分析了基于传统的专家系统理论的故障诊断系统在知识获取、知识表达及推理能力等方面的缺陷 ,提出了构造多重支持向量机 (MSVM)模型解决舰船故障诊断问题的设想 ,开发了一套故障诊断仿真系统。
The basic concepts,principles and learning arithmetic of support vector machine theory are introduced.In the knowledge acquirement,knowledge expression and consequence capability etc,the limitation of fault diagnosis system,based on traditional expert system theory,is analyzed.The assumption,that multilayer SVM is constructed to solve the problem of warship fault diagnosis,is brought forward.A set of fault diagnosis imitating system is developed.
出处
《计算机与现代化》
2004年第2期33-35,39,共4页
Computer and Modernization
