• DocumentCode
    2693557
  • Title

    Enabling generative behavior within an interactive evolutionary design system using a component-based representation

  • Author

    Machwe, Azahar T. ; Parmee, Ian C.

  • Author_Institution
    Univ. of the West of England, Bristol
  • fYear
    2007
  • fDate
    25-28 Sept. 2007
  • Firstpage
    2964
  • Lastpage
    2971
  • Abstract
    The paper describes further research relating to an interactive evolutionary design system (IEDS) with emphasis upon extending it to support free-form design. A generative feedback loop is also introduced which, when using a component based representation, extracts user preferences regarding the various components at run-time. This information is fed back into the system to enhance the quality of the generated solutions. The background work leading to the free- form version of the IEDS for urban furniture design is introduced followed by a description of the component preferences extracted from user evaluated solutions. Finally, results of a multi-user comparative study between randomly generated solutions and solutions generated using preference data is presented.
  • Keywords
    CAD; evolutionary computation; interactive systems; component-based representation; free-form design; generative behavior; generative feedback loop; interactive evolutionary design system; urban furniture design; Art; Civil engineering; Data mining; Drugs; Feature extraction; Feedback loop; Graphics; Humans; Process design; Runtime;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation, 2007. CEC 2007. IEEE Congress on
  • Conference_Location
    Singapore
  • Print_ISBN
    978-1-4244-1339-3
  • Electronic_ISBN
    978-1-4244-1340-9
  • Type

    conf

  • DOI
    10.1109/CEC.2007.4424849
  • Filename
    4424849