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一种基于SVM的产品质量鉴别方法
引用本文:董永刚,胡宏涛. 一种基于SVM的产品质量鉴别方法[J]. 数字社区&智能家居, 2011, 0(10)
作者姓名:董永刚  胡宏涛
作者单位:西安石油大学计算机学院;
摘    要:为解决现实生产中某些产品无法用客观分析方法进行准确品质鉴别的问题,弥补人工感观鉴定方法的不足,提出了基于SVM的产品质量鉴别方法,通过产品的化学成份完成品质分类鉴定。实验采用葡萄酒的数据做仿真计算,结果表明,该方法可以对葡萄酒的品质进行有效的鉴定,准确度较高。

关 键 词:品质鉴别  支持向量机  遗传算法  

A Product Quality Identification Method Based on SVM
DONG Yong-gang,HU Hong-tao. A Product Quality Identification Method Based on SVM[J]. Digital Community & Smart Home, 2011, 0(10)
Authors:DONG Yong-gang  HU Hong-tao
Affiliation:DONG Yong-gang,HU Hong-tao(Institute of Computer Science,Xi'an Shiyou University,Xi'an 710065,China)
Abstract:In order to solve the problem that some products of real production can not be accurately identified by objective analysis,make up the shortage of artificial identification methods,SVM-based methods of identifying the quality of products have been proposed,which identifies classification and identification through the completion of chemical composition.The data of the wine has been used to do the simulation in the experiment,and the results show that the quality of the wine can be effectively identified by ...
Keywords:quality identification  support vector machines(SVM)  genetic algorithm  
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