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Hyperinteractive Evolutionary Computation

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2 Author(s)
Benjamin James Bush ; Binghamton University, State University of New York, Binghamton, NY, USA ; Hiroki Sayama

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 higher quality designs. The third experiment demonstrates the potential of HIEC as a research tool with which one can record the evolutionary actions taken by human users. Implications, limitations, and future directions of research are discussed.

Published in:

IEEE Transactions on Evolutionary Computation  (Volume:15 ,  Issue: 3 )