• DocumentCode
    3226189
  • Title

    An interactive evolutionary system "IFGAM"

  • Author

    Yoon, Joongsun

  • Author_Institution
    Sch. of Mech. Eng., Pusan Nat. Univ., South Korea
  • Volume
    3
  • fYear
    2004
  • fDate
    2-6 Nov. 2004
  • Firstpage
    3166
  • Abstract
    An interactive system is investigated in the context of extension and intention of gene, memo, and man. An interactive evolutionary system is explored to implement composing machine as a modern art form. Music based on fractals and genetic algorithm, IFGAM, is proposed and composed. Humans are interacting with a genetic algorithm-based evaluator, a human fitness function based on heuristic tune variations, to improve the musical seed data generated by fractal algorithms. IFGAM´s learning scheme can be extended and applied to the complicated engineering problems with difficult to define performance evaluations, where humans can do well.
  • Keywords
    fractals; genetic algorithms; human computer interaction; interactive systems; music; IFGAM; composing machine; fractal algorithms; genetic algorithm; heuristic tune variations; human fitness function; human interaction; interactive evolutionary system; musical seed data; Art; Artificial intelligence; Fractals; Genetics; History; Humans; Interactive systems; Pervasive computing; Physics computing; User interfaces;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics Society, 2004. IECON 2004. 30th Annual Conference of IEEE
  • Print_ISBN
    0-7803-8730-9
  • Type

    conf

  • DOI
    10.1109/IECON.2004.1432319
  • Filename
    1432319