失效区域紧致性对适应性随机测试的性能影响(英文)

Impact of the Compactness of Failure Regions on the Performance of Adaptive Random Testing

适应性随机测试是一种增强的随机测试方法.已有的研究发现失效区域的紧致程度是影响适应性随机测试性能的几个基本因素之一,并仅在失效区域为长方形的情形下验证了上述猜想.采用仿真实验的方法进一步研究失效区域的紧致程度与适应性随机测试的性能之间的精确关系.研究了几种基本规则形状的和不规则形状的失效区域.实验结果表明适应性随机测试方法的性能随着失效区域的紧致程度的增强而提高.该研究进一步地揭示了适应性随机测试优于随机测试的基本条件.

Adaptive random testing （ART） is an enhanced version of random testing （RT）. It has been observed that the compactness of failure regions is one of the factors that affect the performance of ART. However, this relationship has only been verified with rectangular failure regions. This paper further investigates the relationship between the compactness of failure regions and the performance of ART by conducting simulation experiments, where various regular and irregular failure regions are studied. The experimental results have shown that ART＇s performance improves as the compactness of failure regions increases. This study has provided further insights into the conditions where ART outperforms RT.