• DocumentCode
    2391021
  • Title

    A novel multi-objective optimization algorithm based on discrete PSO for QoS multicast routing in wireless mesh networks

  • Author

    Zhuo, Jun ; Chen, Yu-zhong ; Chen, Yi-ping

  • Author_Institution
    Dept. of Comput. Sci., Fuzhou Univ., Fuzhou, China
  • fYear
    2010
  • fDate
    6-8 Dec. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The quality of service guaranteed multicast routing problem (QoS-MRP) is an important issue in wireless mesh networks (WMNs). However, the multicast routing is NP-complete problem. In this paper, this problem is transformed into a multi-objective combinatorial optimization problem. We present an improved discrete particle swarm optimization (PSO) approach for QoS-MRP which takes many key QoS parameters into consideration and gives a good compromise between them. The proposed algorithm was compared with SPT, KPP and an enumeration method. The simulation results show that this algorithm is effective and finds high quality solutions for QoS-MRP.
  • Keywords
    computational complexity; multicast communication; particle swarm optimisation; quality of service; telecommunication network routing; wireless mesh networks; KPP; NP-complete problem; SPT; discrete PSO; enumeration method; multicast routing; multiobjective combinatorial optimization; particle swarm optimization; quality of service; wireless mesh network; Delay; Materials requirements planning; Mesh networks; Optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Signal Processing and Communication Systems (ISPACS), 2010 International Symposium on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-7369-4
  • Type

    conf

  • DOI
    10.1109/ISPACS.2010.5704737
  • Filename
    5704737