• DocumentCode
    442083
  • Title

    A validation methodology for AI simulation models

  • Author

    Liu, Fei ; Ma, Ping ; Yang, Ming

  • Author_Institution
    Control & Simulation Center, Harbin Inst. of Technol., China
  • Volume
    7
  • fYear
    2005
  • fDate
    18-21 Aug. 2005
  • Firstpage
    4083
  • Abstract
    The increased dependence on artificial intelligent (AI) simulation models leads to the key question - how accurate and reliable are the AI simulation models? Traditional approaches to validation of AI simulation models are mostly based on subjective expert evaluation. The lack of well-established validation techniques and methods hampers the development of AI simulation models. Thus a validation methodology for AI simulation models is developed, in which a new AI simulation model validation approach is recommended and AI simulation model validation methods are discussed.
  • Keywords
    artificial intelligence; simulation; artificial intelligent simulation models; validation methodology; Analytical models; Application software; Artificial intelligence; Artificial neural networks; Chaos; Computational modeling; Engines; Fabrics; Humans; Knowledge based systems; Artificial Intelligent (AI) simulation model; validation approach; validation methodology; validation methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
  • Conference_Location
    Guangzhou, China
  • Print_ISBN
    0-7803-9091-1
  • Type

    conf

  • DOI
    10.1109/ICMLC.2005.1527652
  • Filename
    1527652