• DocumentCode
    565976
  • Title

    Study on QoS routing algorithm of CPS heterogeneous network based on ant colony algorithm and genetic algorithm

  • Author

    Ma, Bin ; Ren, Jingya ; Qiu, Haibin ; Wang, Changtao ; Han, Zhonghua

  • Author_Institution
    Shenyang Jianzhu University, China 110168
  • fYear
    2012
  • fDate
    24-26 June 2012
  • Firstpage
    266
  • Lastpage
    271
  • Abstract
    CPS is the development trend of the next network. Because of heterogeneity of CPS network, it has become a serious problem to guarantee the network´s quality of service (QoS). Genetic algorithm and ant colony algorithm are effective methods to solve the routing problem. Genetic algorithm has the ability of global search, however, it doesn´t utilize the feedback information of the system, which results in low solution rate; Ant colony algorithm is capable of global convergence, but it is lack of initial pheromones leading to slow algorithm. This paper combines the two algorithms to solve CPS network routing problems and it is turned out to be valid through simulation.
  • Keywords
    CPS; QoS; ant colony algorithm; genetic algorithm; heterogeneous network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Modelling, Identification & Control (ICMIC), 2012 Proceedings of International Conference on
  • Conference_Location
    Wuhan, Hubei, China
  • Print_ISBN
    978-1-4673-1524-1
  • Type

    conf

  • Filename
    6260154