• DocumentCode
    2432094
  • Title

    The room design system of individual preference with IGA

  • Author

    Fukada, Yosuke ; Sato, Keiko ; Mitsukura, Yasue ; Fukumi, Minom

  • Author_Institution
    Tokyo Univ. of Agric. & Technol., Tokyo
  • fYear
    2007
  • fDate
    17-20 Oct. 2007
  • Firstpage
    2158
  • Lastpage
    2161
  • Abstract
    In this paper, we illustrate a decision support system of modeling the room designs suited for personal preference. The preference to colors is differed to individual personality. Nevertheless, modeling the room design is depended on the designer´s sensitivity until now. Therefore, the technique of modeling the various room designs people satisfy is needed. In this paper, we propose automatic modeling system of the room design using interactive genetic algorithm (IGA). IGA has the advantage of learning the user´s interactive evaluation, which is applied to the production of new room designs suited for the personal preference. The proposed system can help a decision support of modeling the various room designs, and reduce the burdens of designers significantly. In proposed system, the design evolution of IGA can reflect the user preference, and we present the effectiveness of the system by simulations.
  • Keywords
    architecture; ergonomics; genetic algorithms; learning (artificial intelligence); color preference; decision support system; designer sensitivity; individual preference; interactive genetic algorithm; learning; personal preference; room design system; user interactive evaluation; Agricultural engineering; Algorithm design and analysis; Automatic control; Control system synthesis; Decision support systems; Design automation; Design engineering; Genetic algorithms; Web design; Web page design; Colors; Decision Support System; Interactive GA;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control, Automation and Systems, 2007. ICCAS '07. International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-89-950038-6-2
  • Electronic_ISBN
    978-89-950038-6-2
  • Type

    conf

  • DOI
    10.1109/ICCAS.2007.4406689
  • Filename
    4406689