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运用MATLAB进行软件可靠性建模 被引量：1

Application of MATLAB in Military Software Reliability Modeling
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摘要 军用软件对可靠性的要求很高。可靠性模型是对软件可靠性进行评估预测的重要工具,文章介绍了非齐次泊松过程类软件可靠性增长模型的原理以及如何运用MATLAB对软件故障数据进行统计分析以初步确定适用模型,在建模时进行模型参数估计,模型建立以后的分布拟合检验以确定模型是否适宜。 The military software has especially high demand for reliability. Reliability model is an important tools for reliability evaluation and prediction. In this paper, the principle of nonhomogeneous Poisson process （NHPP） models are introduced. And a detailed description about how to use MATLAB to statistics and analyze failure data, to estimate parameters of the reliability model and to test fitting goodness of distribution model after modeling is given.
作者 许芳 定国堂
机构地区 数字工程研究所
出处 《舰船电子工程》 2009年第5期176-180,共5页 Ship Electronic Engineering
关键词 可靠性模型 非齐次泊松过程 MATLAB 参数估计 分布拟合检验 software reliability growth models, NHPP, fitting goodness of distribution test, MATLAB
分类号 TP391 [自动化与计算机技术—计算机应用技术]
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参考文献4

  • 1蔡开元,白成刚,钟小军.构件软件系统的可靠性评估模型简介[J].西安交通大学学报,2003,37(6):551-554. 被引量：19
  • 2David W.Coit,Tongdan Jin.Prioritizing System-Reliability Prediction Improvements[J].IEEE Transactions on Reliability,2001,50(1):17-25
  • 3Michael R LYU.Handbook of Software Reliability Engineering[M].New York:Mc Graw-Hill and IEEE Computer Society Press,1996
  • 4Jones W D,Vouk M A.Field Data Analysis in Software Reliability Engineering[M].New York:McGraw Hill and IEEE Computer Society Press,1996:439-489

二级参考文献25

  • 1Szyperski C. Compoent software: beyond object oriented programming[M]. Boston: Addison Wesley, 1998.
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共引文献18

同被引文献7

引证文献1

二级引证文献4

舰船电子工程
2009年 第5期

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