• DocumentCode
    330242
  • Title

    Improvement of presenting interface by predicting the evaluation order to reduce the burden of human interactive EC operators

  • Author

    Ohsaki, Miho ; Takagi, Hideyuki

  • Author_Institution
    Graduate Sch., Kyushu Inst. of Design, Fukuoka, Japan
  • Volume
    2
  • fYear
    1998
  • fDate
    11-14 Oct 1998
  • Firstpage
    1284
  • Abstract
    This paper proposes to display individuals of interactive evolutionary computations in an evaluation order to reduce the burden on human operators. To display an evaluation order, two prediction methods-the first using neural networks, and the second using Euclidean distance measure-are proposed. We evaluate their predictive performance through simulation experiments and subjective tests
  • Keywords
    CAD; evolutionary computation; human factors; neural nets; user interfaces; virtual machines; Euclidean distance measure; evaluation order prediction; human operator burden reduction; interactive evolutionary computations; interface presentation; neural networks; predictive performance; simulation experiments; subjective tests; Acceleration; Computational modeling; Computer displays; Convergence; Genetic algorithms; Genetic programming; Humans; Neural networks; Predictive models; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-4778-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.1998.728059
  • Filename
    728059