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| 软件可靠性组合预测模型研究 | |
| 引用本文： | 滕云龙,师奕兵,康荣雷. 软件可靠性组合预测模型研究[J]. 计算机应用, 2008, 28(12): 3092-3094 |
| 作者姓名： | 滕云龙 师奕兵 康荣雷 |
| 作者单位： | 1. 电子科技大学,电子科学技术研究院,成都,610054;电子科技大学,自动化工程学院,成都,610054 2. 电子科技大学,自动化工程学院,成都,610054 3. 电子科技大学,电子科学技术研究院,成都,610054 |
| 基金项目： | 国家高技术研究发展计划(863计划) ， 教育部新世纪优秀人才支持计划 |
| 摘 要： | 根据灰色模型、谐波分析和时间序列分析理论，对软件测试阶段的失效数据构成的时间序列进行分析，得到软件可靠性组合预测模型。结合实际数据，给出了具体的实现方法。数据试验结果表明，与单一时间序列预测模型相比，该模型具有较高的预测精度和很好的模型适应性。 |
| 关 键 词： | 软件可靠性 时间序列分析 灰色模型 谐波分析 失效数据 |
| 收稿时间： | 2008-06-30 |
| 修稿时间： | 2008-08-12 |
Research of combined forecasting model for software reliability |
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| TENG Yun-long,SHI Yi-bing,KANG Rong-lei. Research of combined forecasting model for software reliability[J]. Journal of Computer Applications, 2008, 28(12): 3092-3094 | |
| Authors: | TENG Yun-long SHI Yi-bing KANG Rong-lei |
| Affiliation: | TENG Yun-long1,2,SHI Yi-bing2,KANG Rong-lei11.Research Institute of Electronic Science , Technology,University of Electronic Science , Technology of China,Chengdu Sichuan 610054,China,2.School of Automation Engineering |
| Abstract: | Based on grey model, harmonic analysis and time series analysis theory, the fault data sets obtained from software reliability testing phase were analyzed, and then a combined forecasting model for software reliability was proposed. Referring to practical data, the realization method was presented. The experimental result indicates that the combined model has higher precision of prediction and better adaptability, compared with other single time series prediction models. |
| Keywords: | Software reliability Time series analysis Grey model Harmonic analysis Fault data |
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