期刊文献+

基于隶属度的软件可靠性综合预测方法 被引量:2

Simple method of multi-model synthesis prediction of software reliability based on fuzzy membership
下载PDF
导出
摘要 将多模型综合的思想和"变点"思想相结合,给出了一种简单有效且具有普适性的软件可靠性预测方法——基于模糊隶属度的软件可靠性多模型综合预测方法。首先阐述了多模型综合预测问题的一般描述,并介绍了模型评价准则,然后给出了单个模型权重的确定方法和该方法的一般步骤,最后用实际数据验证了方法的有效性及普适性。 Concerned combination concept and change-point idea, a new multi-model prediction method for software reliability based on fuzzy membership was proposed. Firstly, general description of the multi-model prediction problem was expounded, and evaluation criteria of the model was introduced, then the method to determine the weight of single model and the shipunloaders of this muhi-model prediction method were proposed. Finally, the method was verified with actual data the effectiveness and universality.
出处 《微型机与应用》 2011年第15期4-7,11,共5页 Microcomputer & Its Applications
关键词 软件可靠性 模糊隶属度 多模型综合 software reliability fuzzy menbership combinational models
  • 相关文献

参考文献9

  • 1LYU M R, NIKORA A. Applying reliability models more effectively[J]. IEEE Software, 1992, 9(4) :43-52.
  • 2I KARUNANITHI N, WHITLEY D, MALAIYA Y K. Using neural networks in reliability prediction [J]. IEEE Software, 1992, 9(4):53-59.
  • 3SITFE R. Compareson of software -reliability -growth predictions: neural networks vs parametric -recalibration [J]. IEEE Trasactions on Reliability, 1999, 48(3):285-291.
  • 4Su Yushen, Huang Chinyu. Neural -network -based approaches for software reliability estimation using dynamic weighted combinational models [J]. Journal of Systems and Software, 2007, 80(4) :606-615.
  • 5CAI K Y, CAI L, Wang Weidong, et al. On the neural network approach in software reliability modeling [J]. The Journal of Systems and Software, 2001, 58(1):47-62.
  • 6PHAME H. Reliability handbook [S]. NewYork: Springer Verlag, 2002.
  • 7MALAIYA Y K, KARUNANITHI N. Predictability measures for software reliability models [C]. Fourteenth Annual International Computer Software and Applications Conference, 1990COMPSAC 90. 1990, 1:7-12.
  • 8VLADICESCU F P. Performance evaluation of computers courses technical, University of Denmark Informatics andMathematical Modeling. http ://www.imm.dut.dk/popentiu/pec/pec.html.(2009-04-06).
  • 9LYU M R, NIKORA A. CASRE-A computer-aided software reliability estimation tool [C]. Computer -Aided Software Engineering Proceedings. 1992:264-275.

同被引文献15

引证文献2

二级引证文献8

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部