基于BP神经网络的软件可靠性评估技术研究

Lu Liu, Zhengtao Jiang
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引用次数: 4

摘要

本文简要介绍了BP神经网络,讨论了BP神经网络算法在软件可靠性评估中的应用,构建了基于神经网络的软件可靠性评估指标体系,最后实现了软件可靠性评估系统。该系统以用户标记的软件可靠性影响因素得分作为输入,然后输出经过训练的神经网络计算得出的软件可靠性评价结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on software reliability evaluation technology based on BP neural network
This paper introduces the BP neural network briefly, discusses the application of BP neural network algorithm in evaluating the reliability of software, constructs the evaluation index system of software reliability based on the neural network, and finally implements the software reliability evaluation system. This system takes the scores of influence factors of software reliability as input which are marked by user, and then output the evaluation result of software reliability computed by the trained neural network.
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