Hierarchical GUI Test Case Generation Using Automated Planning
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Generating Software Test Data by Evolution
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DART: directed automated random testing
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Proceedings of the 2011 International Symposium on Software Testing and Analysis
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EXSYST: search-based GUI testing
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Proceedings of the 2013 International Symposium on Software Testing and Analysis
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Proceedings of the 2013 International Symposium on Software Testing and Analysis
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Modern test case generation techniques can automatically achieve high code coverage. If they operate on the unit level, they run the risk of generating inputs infeasible in reality, which, when causing failures, are painful to identify and eliminate. Running a unit test generator on five open source Java programs, we found that all of the 181 reported failures were false failures—that is, indicating a problem in the generated test case rather than the program. By generating test cases at the GUI level, our EXSYST prototype can avoid such false alarms by construction. In our evaluation, it achieves higher coverage than search-based test generators at the unit level; yet, every failure can be shown to be caused by a real sequence of input events. Whenever a system interface is available, we recommend considering search-based system testing as an alternative to avoid false failures.