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基于Markov链的软件可靠性早期评估研究

吴彩华 马建朝 魏海涛 张秀峰

空军预警学院学报Issue(3):199-202,4.
空军预警学院学报Issue(3):199-202,4.DOI:10.3969/j.issn.2095-5839.2014.03.012

基于Markov链的软件可靠性早期评估研究

Research on early evaluation of software reliability based on Markov chain

吴彩华 1马建朝 1魏海涛 1张秀峰1

作者信息

  • 1. 空军预警学院,武汉430019
  • 折叠

摘要

Abstract

For the usage model of Markov chain lacking of software failure information, this paper comes up with a method of improving the usage model of Markov chain to implement early evaluation of software reliability. In this scheme, this paper expands the usage model of Markov chain firstly, adds the failure state and implementation probability to the model and constructs an early evaluation model of software reliability, and then obtains the software reliability by using the generation algorithm of the early evaluation model, and finally, verifies and tests the performance on this proposed method by taking an example of SCS software. Experimental results show that using this method can output the evaluation indexes of various softwares automatically, and evaluate the software reliability effectively.

关键词

软件可靠性/早期评估模型/Markov链/使用模型

Key words

software reliability/early evaluation model of software reliability/Markov chain/usage model

分类

信息技术与安全科学

引用本文复制引用

吴彩华,马建朝,魏海涛,张秀峰..基于Markov链的软件可靠性早期评估研究[J].空军预警学院学报,2014,(3):199-202,4.

空军预警学院学报

2097-180X

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