• DocumentCode
    144727
  • Title

    Performance Appraisal of Learning Automata in Networks

  • Author

    Das, Ratan Kumar ; Das, Biswajit ; Roy, Sandip

  • Author_Institution
    Dept. of IT, Assam Univ., Silchar, India
  • fYear
    2014
  • fDate
    7-9 April 2014
  • Firstpage
    1110
  • Lastpage
    1113
  • Abstract
    In stochastic environment, uncertainties are of the higher order to predict the future events. Learning automata (LA) can be used in such a system where prior information is available. These automata are capable of performing better and better with their updating potential of input to the system with respect to the environment. Learning automata can be used in different networks for the proper management of the network performances. A survey for learning automata with networks as an environment has been reported in this paper. This paper presents a detailed investigation on the behavior of learning automata, various networks in which learning system can operates.
  • Keywords
    learning automata; stochastic automata; LA; learning automata; learning system; network performance management; performance appraisal; stochastic environment; Ad hoc networks; Learning automata; Mathematical model; Routing protocols; Stochastic processes; Wireless networks; learning automata (LA); probability; stochastic environment; wireless networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on
  • Conference_Location
    Bhopal
  • Print_ISBN
    978-1-4799-3069-2
  • Type

    conf

  • DOI
    10.1109/CSNT.2014.227
  • Filename
    6821572