• DocumentCode
    3519432
  • Title

    Dynamic routing algorithm with load balance and time delay based on genetic algorithm

  • Author

    Yang, Jianjun ; Wang, Yong

  • Author_Institution
    Dept. of Information Sci. & Electron. Eng., Zhejiang Univ., Hangzhou, China
  • Volume
    2
  • fYear
    2004
  • fDate
    15-19 June 2004
  • Firstpage
    1489
  • Abstract
    Genetic algorithm is a basic algorithm for optimum problem. Internet route with load balance and time delay was described and a mode was made for it. Genetic algorithm with matrix encoding was applied to solve the problem and used different mutation operator, crossover operator and selection operator. Simulation results show that convergence of genetic algorithm based on matrix is good for routing with load balance and time delay. The relation between cost and population size and crossover probability is analyzed. Routing with load balance and time delay based on genetic algorithm can solve problems of dynamic routing and can be applied in Internet especially in next hop dynamic route.
  • Keywords
    Internet; delays; encoding; genetic algorithms; resource allocation; routing protocols; Internet route; crossover operator; dynamic routing algorithm; genetic algorithm; load balance; matrix encoding; mutation operator; selection operator; time delay; Convergence; Delay effects; Encoding; Genetic algorithms; Genetic engineering; Genetic mutations; Heuristic algorithms; Information science; Internet; Routing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
  • Print_ISBN
    0-7803-8273-0
  • Type

    conf

  • DOI
    10.1109/WCICA.2004.1340890
  • Filename
    1340890