Puzzle-based automatic testing: bringing humans into the loop by solving puzzles

@article{Chen2012PuzzlebasedAT,
  title={Puzzle-based automatic testing: bringing humans into the loop by solving puzzles},
  author={Ning Chen and Sunghun Kim},
  journal={2012 Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering},
  year={2012},
  pages={140-149}
}
Recently, many automatic test generation techniques have been proposed, such as Randoop, Pex and jCUTE. However, usually test coverage of these techniques has been around 50-60% only, due to several challenges, such as 1) the object mutation problem, where test generators cannot create and/or modify test inputs to desired object states; and 2) the constraint solving problem, where test generators fail to solve path conditions to cover certain branches. By analyzing branches not covered by state… CONTINUE READING
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