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Reproducibility in Evolutionary Computation [PDF]

open access: yesACM Transactions on Evolutionary Learning, 2021
Experimental studies are prevalent in Evolutionary Computation ( EC ), and concerns about the reproducibility and replicability of such studies have increased in recent times, reflecting similar concerns in other scientific fields.
Manuel Lopez-Ibanez   +2 more
exaly   +5 more sources

Hyperinteractive Evolutionary Computation

IEEE Transactions on Evolutionary Computation, 2011
We propose hyperinteractive evolutionary computation (HIEC), a class of IEC in which the user actively chooses when and how each evolutionary operator is applied. To evaluate the benefits of HIEC, we conducted three human-subject experiments. The first two experiments showed that HIEC is associated with a more positive user experience and produced ...
Benjamin James Bush, Hiroki Sayama
exaly   +2 more sources

Computational complexity and evolutionary computation

Proceedings of the 9th annual conference companion on Genetic and evolutionary computation, 2007
Evolutionary algorithms and other nature-inspired search heuristics like ant colony optimization have been shown to be very successful when dealing with real-world applications or problems from combinatorial optimization. In recent years, analyses has shown that these general randomized search heuristics can be analyzed like "ordinary" randomized ...
Thomas Jansen 0001, Frank Neumann 0001
openaire   +1 more source

Evolutionary computation

Nature Reviews Genetics, 2001
Evolution does not require DNA, or even living organisms. In computer science, the field known as 'evolutionary computation' uses evolution as an algorithmic tool, implementing random variation, reproduction and selection by altering and moving data within a computer.
openaire   +2 more sources

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