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Optimal test profile in the context of software cybernetics

机译:软件网络网络背景下的最佳测试配置文件

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Software cybernetics explores the interplay between software theory engineering and control theory engineering. Following the idea of software cybernetics, the controlled Markov chains (CMC) approach to software testing treats software testing as a control problem. The software under test serves as a controlled object, and the (optimal) testing strategy determined by the theory of controlled Markov chains serves as a controller The software under test and the corresponding (optimal) testing strategy constitute a closed-loop feedback system, and the software state transitions behave as a Markov chain. This paper analyzes the behavior of the corresponding optimal test profile determined by the CMC approach to software testing. It is shown that in some cases the optimal test profile is Markovian, whereas in some other cases the optimal test profile demonstrates a different scenario The analyses presented in the paper deepen our understanding of the CMC approach to software testing and are related to software operational profile modeling.
机译:软件网络网络探讨了软件理论工程与控制理论工程之间的相互作用。在软件网络网络的想法之后,受控马尔可夫链(CMC)对软件测试的方法将软件测试视为控制问题。被测软件用作受控对象,并且由受控马尔可夫链理论确定的(最佳)测试策略用作控制器的控制器,并且相应的(最佳)测试策略构成闭环反馈系统,以及软件状态转换表现为马尔可夫链。本文分析了CMC方法对软件测试确定的相应最佳测试配置文件的行为。结果表明,在某些情况下,最佳测试配置文件是马尔可维亚,而在其他一些情况下,最佳测试配置文件演示了本文中所呈现的分析的不同场景,加深了对软件测试的CMC方法的理解,并且与软件操作简介有关造型。

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