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Automated search for good coverage criteria: Moving from code coverage to fault coverage through search-based software engineering

search-based methods
test coverage
Proceedings of the 9th International Workshop on Search-Based Software Testing
Authors

Phil McMinn

Mark Harman

Gordon Fraser

Gregory M. Kapfhammer

Published

2016

Abstract
We propose to use Search-Based Software Engineering to automatically evolve coverage criteria that are well correlated with fault revelation, through the use of existing fault databases. We explain how problems of bloat and overfitting can be ameliorated in our approach, and show how this new method will yield insight into faults — as well as better guidance for Search-Based Software Testing.
Details

Paper
Presentation
Presentation

Reference
@inproceedings{McMinn2016,
 author = {Phil McMinn and Mark Harman and Gordon Fraser and Gregory M.
Kapfhammer},
 booktitle = {Proceedings of the 9th International Workshop on Search-Based
Software Testing},
 title = {Automated search for good coverage criteria: Moving from code
coverage to fault coverage through search-based software engineering},
 year = {2016}
}

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