Whole Test Suite Generation - QSIC 2011
by Gordon Fraser, Andrea Arcuri

QSIC'11: Proceedings of the 11th International Conference on Software Quality, IEEE Computer Society, July 2011.

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Abstract

Recent advances in software testing allow automatic derivation of tests that reach almost any desired point in the source code. There is, however, a fundamental problem with the general idea of targeting one distinct test coverage goal at a time: Coverage goals are neither independent of each other, nor is test generation for any particular coverage goal guaranteed to succeed. We present EvoSuite, a search-based approach that optimizes whole test suites towards satisfying a coverage criterion, rather than generating distinct test cases directed towards distinct coverage goals. Evaluated on five open source libraries and an industrial case study, we show that EvoSuite achieves up to 18 times the coverage of a traditional approach targeting single branches, with up to 44\% smaller test suites.

Keywords

BibTeX Entry

@techreport{fraser-qsic-2011,
    title = "Whole Test Suite Generation",
    author = "Gordon Fraser and Andrea Arcuri",
    year = "2011",
    month = jul,
    booktitle = "QSIC'11: Proceedings of the 11th International Conference on Software Quality",
    location = "Madrid, Spain",
    publisher = "IEEE Computer Society",
}

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