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

M. Ohsaki, H. Takagi

    Research output: Contribution to journalConference articlepeer-review

    30 Citations (Scopus)

    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.

    Original languageEnglish
    Pages (from-to)1284-1289
    Number of pages6
    JournalProceedings of the IEEE International Conference on Systems, Man and Cybernetics
    Volume2
    Publication statusPublished - 1998
    EventProceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 2 (of 5) - San Diego, CA, USA
    Duration: Oct 11 1998Oct 14 1998

    All Science Journal Classification (ASJC) codes

    • Control and Systems Engineering
    • Hardware and Architecture

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