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Concretization of abstracted traces

机译:具体化痕迹的具体化

摘要

An abstract trace may be defined based on a coverage goal. An execution of a System Under Test (SUT) is guided in accordance with the coverage goal. Non-deterministic decision, which correlates to receiving a stimulus to the SUT, is decided based on a probability function. After one or more executions, the probability function is modified based on a measurement of similarity between the abstract trace and each of the one or more executions. The modification of the probability function may be performed using on Cross-Entropy method. The modification is performed in order to cause determination of non-deterministic decisions in executions to better correlate with the abstract trace. In some exemplary embodiments, a determination whether the abstract trace is reachable is determined based on a rate of convergence of the executions to the abstract trace.
机译:可以基于覆盖目标来定义抽象轨迹。根据覆盖目标,指导被测系统(SUT)的执行。基于概率函数来确定与接收到SUT的刺激相关的非确定性决策。在执行一个或多个执行之后,将根据抽象迹线与一个或多个执行中的每个执行之间的相似性度量来修改概率函数。可以使用跨熵方法来执行概率函数的修改。进行修改是为了确定执行中的不确定性决策,以便更好地与抽象跟踪相关。在一些示例性实施例中,基于执行与抽象轨迹的收敛速率来确定抽象轨迹是否可到达。

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