• DocumentCode
    3599071
  • Title

    Posture Prediction Based on Orthogonal Interactive Genetic Algorithm

  • Author

    Dong, Zhanxun ; Xu, Juanfang ; Zou, Ning ; Chai, Chunlei

  • Author_Institution
    Coll. of Comput. Sci., Zhejiang Univ., Hangzhou
  • Volume
    1
  • fYear
    2008
  • Firstpage
    336
  • Lastpage
    340
  • Abstract
    The posture prediction is important in ergonomics evaluation system and virtual human animation. The posture choosing phase by human is a non-logical evolutionary approach, so we adapt orthogonal interactive genetic algorithm (OIGA) to calculate the weights of different factors which affect posture choosing. The case analysis of driving posture prediction and the application of the Ergonomics Driving Simulation System proves that OIGA can use a less interactive algebra to reach a higher value. So it is a feasibility and practicability algorithm.
  • Keywords
    computer animation; ergonomics; genetic algorithms; virtual reality; case analysis; ergonomics driving simulation system; ergonomics evaluation system; nonlogical evolutionary approach; orthogonal interactive genetic algorithm; posture prediction; virtual human animation; Algebra; Analytical models; Animation; Educational institutions; Ergonomics; Genetic algorithms; Humans; Muscles; Predictive models; Software tools; Evolutionary; OIGA; Posture Prediction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation, 2008. ICNC '08. Fourth International Conference on
  • Print_ISBN
    978-0-7695-3304-9
  • Type

    conf

  • DOI
    10.1109/ICNC.2008.561
  • Filename
    4666865