• DocumentCode
    2137210
  • Title

    A multi-agent evolutionary algorithm based QoS unicast routing and wavelength assignment scheme

  • Author

    Jun-ling Shi ; Xing-Wei Wang ; Min Huang

  • Author_Institution
    Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
  • fYear
    2013
  • fDate
    23-25 July 2013
  • Firstpage
    728
  • Lastpage
    733
  • Abstract
    In this paper, a QoS (Quality of Service) unicast routing and wavelength assignment scheme in IP/DWDM (Dense Wavelength Division Multiplexing) optical Internet is proposed. To solve the routing problem and wavelength assignment, MEA (Multi-Agent Evolutionary Algorithm) and JFF (Joint First Fit) are used in the scheme. To realize the goal of achieving or approaching the Pareto optimum under Nash equilibrium for the provider utility and the user utility, a fair pricing method is devised by applying the principles in microeconomics and game theory. Probability theory and fuzzy mathematics are also employed to solve the uncertainty in the link state parameters and the inflexible QoS. The simulation results demonstrate good performance of the scheme.
  • Keywords
    evolutionary computation; multi-agent systems; quality of service; telecommunication network routing; wavelength division multiplexing; IP/DWDM; JFF; MEA; Nash equilibrium; Pareto optimum; dense wavelength division multiplexing optical Internet; fair pricing method; fuzzy mathematics; game theory; joint first fit; multi-agent evolutionary algorithm based QoS unicast routing; probability theory; wavelength assignment scheme; Bandwidth; IP networks; Quality of service; Routing; Unicast; Wavelength assignment; Wavelength division multiplexing; IP/DWDM (Dense Wavelength Division Multiplexing) Internet; MEA (Multi-Agent Evolutionary Algorithm) algorithm; Nash equilibrium; Pareto optimum; QoS (Quality of Service); unicast routing and wavelength assignment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Natural Computation (ICNC), 2013 Ninth International Conference on
  • Conference_Location
    Shenyang
  • Type

    conf

  • DOI
    10.1109/ICNC.2013.6818071
  • Filename
    6818071