| 基于模糊神经网络的软件可靠性早期预计方法 |
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| 引用本文： | 刘斌,陆民燕,阮镰.基于模糊神经网络的软件可靠性早期预计方法[J].北京航空航天大学学报,2001,27(2):237-240. |
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| 作者姓名： | 刘斌 陆民燕 阮镰 |
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| 作者单位： | 北京航空航天大学 工程系统工程系 |
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| 摘 要： | 在基于模糊神经网络的基础上,提出了一种新的软件可靠性早期预计方法.通过分析软件缺陷产生的原因,给出了导致软件缺陷产生的因素.同时,深入讨论了软件可靠性早期预计的建模方法.在此基础上,利用模糊神经网络建立了软件可靠性早期预计的模型,并且给出了具体的步骤.
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| 关 键 词： | 软件工程 可靠性 神经网络 模糊 模糊神经网络 软件可靠性早期预计 |
| 文章编号： | 1001-5965(2001)02-0237-04 |
| 收稿时间： | 1999-10-29 |
| 修稿时间： | 1999年10月29日 |
Early Software Reliability Prediction: an Approach Based on Fuzzy Neural Network |
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| LIU Bin,LU Min-yan,RUAN Lian.Early Software Reliability Prediction: an Approach Based on Fuzzy Neural Network[J].Journal of Beijing University of Aeronautics and Astronautics,2001,27(2):237-240. |
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| Authors: | LIU Bin LU Min-yan RUAN Lian |
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| Institution: | Beijing University of Aeronautics and Astronautics, Dept. of System Engineering of Engineering Technology |
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| Abstract: | Based on the fuzzy neural network, an approach to early software reliability prediction is proposed. The reason of the software defects generated is analyzed and the factors which introduce the defects during software creation are presented. It is pointed out that fuzzy and using experience are the characteristics of the factors and the modeling in early software reliability prediction must consider them. The modeling method for early software reliability prediction is discussed and the detail steps for the approach are given. Future research works about this approach such as how to quantify the inputs of the model and how to train the fuzzy neural network are also mentioned. |
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| Keywords: | software engineering reliability neural networks fuzzy fuzzy neural network early software reliability prediction |
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