• DocumentCode
    3563916
  • Title

    Automatic generative design to meet customer´s preferences

  • Author

    Go Woo Kim ; Hyeon Gu Kim ; Sol Ji Kang ; Keon Myung Lee

  • Author_Institution
    Dept. of Software Eng., Chungbuk Nat. Univ., Cheongju, South Korea
  • fYear
    2014
  • Firstpage
    605
  • Lastpage
    609
  • Abstract
    Design is a creative work that demands inspiration, disciplined crafts, and iterative rollouts. To assist such creative works, the generative design technique has been employed, in which design ideas are coded into computer programs and the programs build designs on behalf of human designers. Human designers work on programs, instead of designs themselves, to modify models and to adopt new design ideas. Although human designers do not directly develop models, they need to be kept involved in model development programs. This paper is concerned with a generative design method which does not require human designers to be deeply involved in the design process. The proposed method uses a genetic algorithm approach as an enabling mechanism. The genetic algorithm creates various shapes of models using the predefined genetic operators which are developed with the help of human designers. The method assumes that the customers express their preferences on designs and thus the preferences evaluation is incorporated into the fitness function of the genetic algorithm. The proposed method has been applied to ring design works.
  • Keywords
    CAD; genetic algorithms; product design; production engineering computing; solid modelling; automatic design modeling; automatic generative design; computer programs; creative work; customer preferences; design ideas; design process; disciplined crafts; fitness function; genetic algorithm; genetic operators; human designers; iterative rollouts; model development programs; preferences evaluation; ring design works; Biological cells; Computational modeling; Genetic algorithms; Genetics; Printers; Solid modeling; Three-dimensional displays; Automatic design Modeling; Generative design; Genetic algorithm; Ring design;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Intelligent Systems (SCIS), 2014 Joint 7th International Conference on and Advanced Intelligent Systems (ISIS), 15th International Symposium on
  • Type

    conf

  • DOI
    10.1109/SCIS-ISIS.2014.7044872
  • Filename
    7044872