• DocumentCode
    476059
  • Title

    QOS multicast routing algorithm with multiple constraints based on GA

  • Author

    Hou, Hui-Fang ; Li, Fei ; Wang, Hong-yong

  • Author_Institution
    Sch. of Inf. Sci. & Technol., Henan Univ. of Technol., Zhengzhou
  • Volume
    3
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    1374
  • Lastpage
    1378
  • Abstract
    This paper proposes an algorithm for QoS multicast routing with multiple constraints using genetic algorithm. It considers multiple QoS parameters such as delay, bandwidth, jitter and losing rate. The algorithm utilizes the tree-coding to save the encoding space and cut down the decoding operation, designs the improved crossover and the mutation operations based on the tree-coding. The experiment results show that the proposed algorithm can solve quickly one multicast tree satisfied multiple QoS constraints, furthermore the globe convergence speed cannot be slowed down with the increase of network scale.
  • Keywords
    genetic algorithms; multicast communication; quality of service; telecommunication network routing; tree codes; QOS multicast routing; genetic algorithm; multiple QoS constraints; tree-coding; Algorithm design and analysis; Bandwidth; Decoding; Delay; Encoding; Genetic algorithms; Genetic mutations; Jitter; Multicast algorithms; Routing; Genetic Algorithm; Multicast Routing; Multiple constraints; QoS;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620619
  • Filename
    4620619