如何测试软件以获得最佳的软件可靠性评估

K. Cai, Yong-Chao Li, Ke Liu
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引用次数: 6

摘要

软件测试的受控马尔可夫链(CMC)方法将被测软件建模为受控马尔可夫链,并将其视为受控对象。它将软件测试策略视为相应的控制器。我们以前的工作表明,CMC方法适用于处理软件测试问题,以实现最优的软件可靠性增长。本文证明了软件可靠性评估可以看作是一个自适应控制问题,CMC方法也适用于处理软件可靠性评估的最优软件测试问题。本文提出的工作是对软件控制论新领域的贡献,该领域探索软件和控制之间的相互作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
How to test software for optimal software reliability assessment
The controlled Markov chains (CMC) approach to software testing models the software under test as a controlled Markov chain and treats it as a controlled object. It treats software testing strategy as the corresponding controller. Our previous work has shown that the CMC approach is applicable to dealing with the software testing problem for optimal software reliability growth. In this paper we show that software reliability assessment can be treated as an adaptive control problem and the CMC approach is also applicable to dealing with the optimal software testing problem for software reliability assessment. The work presented in this paper is a contribution to the new area of software cybernetics that explores the interplay between software and control.
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