Referenced Items are not available for this document.
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:
Evolutionary Computation, IEEE Transactions on
(Volume:15
,
Issue:
3
)
Date of Publication: June 2011
- Page(s):
- 424 - 433
- ISSN :
- 1089-778X
- INSPEC Accession Number:
- 12073035
- Digital Object Identifier :
- 10.1109/TEVC.2010.2096539
- Product Type:
- Journals & Magazines
- Date of Publication :
- 28 January 2011
- Date of Current Version :
- 23 June 2011
- Issue Date :
- June 2011
- Sponsored by :
- IEEE Computational Intelligence Society
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