New IEC research and frameworks

Hideyuki Takagi

    Research output: Chapter in Book/Report/Conference proceedingChapter

    13 Citations (Scopus)

    Abstract

    We introduce recent research on new types of interactive evolutionary computation (IEC) applications and that on reducing IEC user fatigue. IEC is an optimization technique to embed IEC user's subjective evaluations based on his/her domain knowledge, experiences, and preferences into several designs and has been applied to wide varieties of applications in artistic, engineering, and others for these 20 years. The approach of almost them can be said as a system optimization based on IEC user's subjective evaluations. We review recent new research topics including an IEC as a tool for analyzing human mind, an IEC with physiological responses, and an IEC with evolutionary multi-objective optimization. We also introduce recent approaches for reducing IEC user fatigue by modeling user's evaluation characteristics and expanding an IEC framework.

    Original languageEnglish
    Title of host publicationAspects of Soft Computing, Intelligent Robotics and Control
    EditorsJ. Fodor, Janusz Kacprzyk
    Pages65-76
    Number of pages12
    DOIs
    Publication statusPublished - 2009

    Publication series

    NameStudies in Computational Intelligence
    Volume241
    ISSN (Print)1860-949X

    All Science Journal Classification (ASJC) codes

    • Artificial Intelligence

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