用遗传算法加速用户界面测试过程

2021 15th Turkish National Software Engineering Symposium (UYMS) Pub Date : 2021-11-17 DOI:10.1109/UYMS54260.2021.9659721

Ramazan Koç, A. Sen, İsmail Öztürk

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引用次数: 0

摘要

基于模型的测试是一种常用的软件测试技术。在本文中，我们的目标是通过向开源的、基于模型的测试工具GraphWalker添加遗传算法来缩短测试长度并改进测试过程。我们将遗传算法应用于一个银行应用程序的图形用户界面测试。我们将遗传算法与GraphWalker算法进行了比较，结果表明遗传算法的测试速度提高了45%。

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Accelerating User Interface Testing Process with Genetic Algorithm

Model Based Testing (MBT) is a commonly used software testing technique. In this paper, we aim to shorten the test lengths and improve test process by adding a genetic algorithm to a open source, model based testing tool, GraphWalker. We applied our genetic algorithm on testing Graphical User Interface of a banking application. We compared our genetic algorithm and algorithms of GraphWalker and show that genetic algorithm speeds up the test process by 45%.

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2021 15th Turkish National Software Engineering Symposium (UYMS)

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