• DocumentCode
    2301341
  • Title

    The Behavior Modeling of Battlefield Individual Based on Mate-agents

  • Author

    Zhendong, Wu ; Wang, Qing ; Yang, Fei

  • Author_Institution
    Sch. of Autom. Sci. & Electr. Eng., Beijing Univ. of Aeronaut. & Astronaut., Beijing, China
  • Volume
    3
  • fYear
    2010
  • fDate
    6-7 March 2010
  • Firstpage
    87
  • Lastpage
    90
  • Abstract
    Considered actions of Virtual battlefield individual with the intelligence and autonomy characteristic, internal factors that influence personnel external behavior were broken down into mate-Agents with considering behavior functions, and a battlefield individual behavioral model was advanced by aggregating mate-Agents. Mate-Agent structure was accomplished by intelligent model based on its main features, with describing values and reliability of perception factors, using fuzzy wavelet algorithm for the decision-making data classification, achieving subjective composite indicator with the RBF neural network learning. Compared with traditional methods, the mate-Agents aggregation behavioral model greatly improves the intelligence, autonomy and diversity of behavior by handling the coupling and complex interactions of mate-Agents, which provide a new approach to battlefield individual action modeling.
  • Keywords
    decision making; fuzzy set theory; learning (artificial intelligence); military computing; radial basis function networks; wavelet transforms; RBF neural network learning; autonomy characteristic; behavior modeling; decision-making data classification; fuzzy wavelet algorithm; intelligence characteristic; mate-agent structure; perception factors; personnel external behavior; virtual battlefield individual; Automation; Computer science; Computer science education; Decision making; Educational technology; Intelligent networks; Intelligent structures; Personnel; Power system modeling; Space technology; agent; agent framework; battlefield individual; behavior modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Education Technology and Computer Science (ETCS), 2010 Second International Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-6388-6
  • Electronic_ISBN
    978-1-4244-6389-3
  • Type

    conf

  • DOI
    10.1109/ETCS.2010.611
  • Filename
    5459923