Hyperinteractive evolutionary computation

Benjamin James Bush, Hiroki Sayama

研究成果: Article査読

30 被引用数 (Scopus)

抄録

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.

本文言語English
論文番号5703124
ページ(範囲)424-433
ページ数10
ジャーナルIEEE Transactions on Evolutionary Computation
15
3
DOI
出版ステータスPublished - 2011 6月
外部発表はい

ASJC Scopus subject areas

  • ソフトウェア
  • 理論的コンピュータサイエンス
  • 計算理論と計算数学

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