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| 基于SVM的软件可靠性评估 | |
| 引用本文： | 吴勤,侯朝桢,原菊梅. 基于SVM的软件可靠性评估[J]. 微计算机信息, 2006, 22(9): 209-211 |
| 作者姓名： | 吴勤 侯朝桢 原菊梅 |
| 作者单位： | 100081,北京理工大学信息科学技术学院自动控制系 |
| 摘 要： | 软件可靠性评估是软件可靠性工程研究的一个重要方向。本文运用聚类思想对软件可靠性进行评估,在对软件可靠性因素进行编码的基础上,采用SVM(支持向量机)对其进行聚类研究,实现了软件可靠性的自动化评估。最后通过仿真测试,证明了此方法的有效性和可行性。 |
| 关 键 词： | 软件可靠性评估 支持向量机 聚类 |
| 文章编号： | 1008-0570(2006)03-3-0209-03 |
| 修稿时间： | 2005-08-10 |
Software Reliability Evaluation Based on Support Vector Machine |
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| Wu,Qin,Hou,Chaozhen,Yuan,Jumei. Software Reliability Evaluation Based on Support Vector Machine[J]. Control & Automation, 2006, 22(9): 209-211 | |
| Authors: | Wu Qin Hou Chaozhen Yuan Jumei |
| Abstract: | Software Reliability Evaluation is a important part of software reliability engineering. Software reliability evaluation has been an emphasis in the research of software reliability. In this paper, the used of clustering analysis as a tool for software reliability e- valuation.On the base of software reliability factor data coded, used Support Vector Machine as a tool for clustering analysis. Used some data sets to demonstrate the approach' s accuracy and efficiency. |
| Keywords: | Software Reliability Evaluation Support Vector Machine Clustering |
| 本文献已被 CNKI 万方数据 等数据库收录！ | |