CAJ | 학술논문

Markov链使用模型是一种应用较为广泛的软件可靠性测试模型，但是如何生成使用模型中的转移概率仍然是一个亟待解决的问题。传统Markov链模型中的转移概率往往依赖用户、开发者及领域专家给出一个具体的数值，是非常不合理的。因此，提出了一种使用三参数区间数表示转移概率的方法，对Markov链模型进行优化并给出可靠性测试用例的生成方法。实验表明，使用三参数区间数构造出的软件使用模型要优于传统Markov链，并可以生成较为符合实际情况的可靠性测试用例，从而有助于提高可靠性评估的准确性。
Markov련사용모형시일충응용교위엄범적연건가고성측시모형，단시여하생성사용모형중적전이개솔잉연시일개극대해결적문제。전통Markov련모형중적전이개솔왕왕의뢰용호、개발자급영역전가급출일개구체적수치，시비상불합리적。인차，제출료일충사용삼삼수구간수표시전이개솔적방법，대Markov련모형진행우화병급출가고성측시용례적생성방법。실험표명，사용삼삼수구간수구조출적연건사용모형요우우전통Markov련，병가이생성교위부합실제정황적가고성측시용례，종이유조우제고가고성평고적준학성。
Markov chain usage model is a widely used model in software reliability testing, and how to assignment the migra?ting probability between states of Markov chain usage model is still a problem to be solved. In traditional Markov chain mod?el, the probability is often given as a fixed value by software users, developers and domain experts, and this approach is un?reasonable. In order to deal with this problem, a migrating probability assignment mothod based on three?parameter interval number is proposed to build the Markov chain usage model and the method for generating test cases is also given. As the tes?ting result shows, the software usage model based on the three?parameter interval number is better than the traditional Markov chain model and it is helpful to improve the accuracy of the software reliability assess.