{"title":"Accelerating User Interface Testing Process with Genetic Algorithm","authors":"Ramazan Koç, A. Sen, İsmail Öztürk","doi":"10.1109/UYMS54260.2021.9659721","DOIUrl":null,"url":null,"abstract":"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%.","PeriodicalId":287667,"journal":{"name":"2021 15th Turkish National Software Engineering Symposium (UYMS)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 15th Turkish National Software Engineering Symposium (UYMS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/UYMS54260.2021.9659721","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
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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