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Generating Variable Strength Covering Array for Combinatorial Software Testing with Greedy Strategy

机译:生成可变强度覆盖阵列,用于采用贪婪策略的组合软件测试

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摘要

Combinatorial testing is a practical and efficientsoftware testing techniques, which could detect the faultsthat triggered by interactions among factors in software.Compared to the classic fixed strength combinatorial testing,the variable strength combinatorial testing usually uses lesstest cases to detect more interaction faults, because itconsiders the actual interaction relationship in softwaresufficiently. For a model of variable strength combinatorialtesting that has been propose previously, two heuristicalgorithms, which are based on one-test-at-a-time greedystrategy, are proposed in this paper to generate variablestrength covering arrays as test suites in software testing.Experimental results show that, compared to some existedalgorithms and tools, the two proposed algorithms haveadvantages on both the execution effectiveness and theoptimality of the size of generated test suite.
机译:组合测试是一种实用,有效的软件测试技术,它可以检测出软件中各因​​素之间的相互作用触发的故障。与经典的固定强度组合测试相比,可变强度组合测试通常使用较少的案例来检测更多的交互故障,因为它考虑了软件中的实际交互关系。对于先前提出的可变强度组合测试模型,本文提出了两种基于一次一次贪婪策略的启发式算法,以生成可变强度覆盖数组作为软件测试中的测试套件。结果表明,与现有的一些算法和工具相比,这两种提出的算法在执行有效性和生成测试套件大小的最优性方面均具有优势。

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