On Parameter Tuning in Search Based Software Engineering: A Replicated Empirical Study

@article{Sayyad2013OnPT,
  title={On Parameter Tuning in Search Based Software Engineering: A Replicated Empirical Study},
  author={Abdel Salam Sayyad and Katerina Goseva-Popstojanova and Tim J Menzies and Hany Ammar},
  journal={2013 3rd International Workshop on Replication in Empirical Software Engineering Research},
  year={2013},
  pages={84-90}
}
Multiobjective Evolutionary Algorithms are increasingly used to solve optimization problems in software engineering. The choice of parameters for those algorithms usually follows the "default" settings, often accepted as "rule of thumb" or common wisdom. The fact is that each algorithms needs to be tuned for the problem at hand. Previous work [Arcuri and Fraser, 2011] has shown that variations in parameter values had large effects on the performance of the algorithms. This project seeks to… CONTINUE READING
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