Active User Intervention in an EC Search

Hideyuki Takagi

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    24 Citations (Scopus)

    Abstract

    We propose two interactive evolutionary computation (IEC) methods that allow users to actively participate in an EC search. This is different from a conventional IEC in which the search and evaluation are performed by the EC and the user, respectively. The first method is one in which information obtained from an IEC search is explicitly incorporated into the EC search for the next generation using on-line knowledge embedding. The second is a method that introduces a 2-D visualization of an n-D searching space. The acceleration of EC convergence and the user interface were experimentally evaluated for both methods.

    Original languageEnglish
    Title of host publicationProceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000, Volume 1
    EditorsP.P. Wang, P.P. Wang
    Pages995-998
    Number of pages4
    Edition1
    Publication statusPublished - Dec 1 2000
    EventProceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000 - Atlantic City, NJ, United States
    Duration: Feb 27 2000Mar 3 2000

    Publication series

    NameProceedings of the Joint Conference on Information Sciences
    Number1
    Volume5

    Other

    OtherProceedings of the Fifth Joint Conference on Information Sciences, JCIS 2000
    Country/TerritoryUnited States
    CityAtlantic City, NJ
    Period2/27/003/3/00

    All Science Journal Classification (ASJC) codes

    • Computer Science(all)

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