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基于S型测试工作量函数的软件可靠性增长模型

李秋英 李海峰 陆民燕 王学成

李秋英, 李海峰, 陆民燕, 等 . 基于S型测试工作量函数的软件可靠性增长模型[J]. 北京航空航天大学学报, 2011, 37(2): 149-154,160.
引用本文: 李秋英, 李海峰, 陆民燕, 等 . 基于S型测试工作量函数的软件可靠性增长模型[J]. 北京航空航天大学学报, 2011, 37(2): 149-154,160.
Li Qiuying, Li Haifeng, Lu Minyan, et al. Software reliability growth model with S-shaped testing effort function[J]. Journal of Beijing University of Aeronautics and Astronautics, 2011, 37(2): 149-154,160. (in Chinese)
Citation: Li Qiuying, Li Haifeng, Lu Minyan, et al. Software reliability growth model with S-shaped testing effort function[J]. Journal of Beijing University of Aeronautics and Astronautics, 2011, 37(2): 149-154,160. (in Chinese)

基于S型测试工作量函数的软件可靠性增长模型

详细信息
    作者简介:

    李秋英(1973-),女,黑龙江大庆人,讲师,li_qiuying@buaa.edu.cn.

  • 中图分类号: TP 311

Software reliability growth model with S-shaped testing effort function

  • 摘要: 软件测试工作量随时间的变化情况对于软件可靠性增长曲线的形状具有显著影响,因此将测试工作量函数(TEF,Testing Effort Function)引入软件可靠性增长模型(SRGM,Software Reliability Growth Model)中以提高软件可靠性评估性能.分析了软件结构特征及学习因素对实际测试过程的综合影响,研究增长速率为先增后减的S型增长趋势的TEF,提出两种S型TEF,即延迟S型TEF与变形S型TEF,并提出考虑延迟S型TEF的SRGM(DSTEF-SRGM)以及变形S型TEF的SRGM(ISTEF-SRGM).在两组真实失效数据集上,进行了这两种SRGM与经典SRGM及其它考虑TEF的SRGM的对比研究.结果表明,ISTEF-SRGM的模型拟合效果最优,同时验证了该模型具有优越的软件可靠性评估性能及模型适应性.

     

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出版历程
  • 收稿日期:  2010-07-13
  • 网络出版日期:  2011-02-28

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