动态环境下一种新的测试序列优化方法

Bo Lu, Wenjuan Mei, Jianming Zhou, Hu Zhou, Li Du, Zhen Liu
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引用次数: 4

摘要

几十年来,测试序列优化一直是可测试性设计的重要组成部分。然而,现有的大多数方法都存在搜索复杂度高的问题。同时,随着电子技术的高速更新,测试点的成本和故障状态的概率会随着系统的发展而变化。因此,如何更新测试序列模型对提高诊断效率至关重要。为此,本文提出了一种新的基于AO*和动态规划的测试序列优化方法,以提高生成解的效率。此外,我们还开发了三种可能改变最优解的动态条件下问题的更新方法。实验表明,该方法比现有的几种算法具有更好的性能。
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An Novel Testing Sequence Optimization Method under Dynamic Environments
Over decades, testing sequence optimization has been an important part for the design of testability (DFT). However, most existed method suffers from high searching complexity. Meanwhile, with the high speed of updating with electronic technology, the cost for test points and the probability of the fault state varies due to the development of the systems. Therefore, how to update the testing sequential model comes to be important to improve the efficiency on diagnosis. Since that, in this paper, we proposed a new testing sequence optimization method based on AO* and dynamic programming to improve the efficiency on generate solutions. Also, we develop the updating method for the problem under three dynamic conditions which may change the optima solution. The experiments shows that our method can achieve better performance than several state-of-art algorithms.
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