• DocumentCode
    3014162
  • Title

    A new routing table update and ant migration scheme for ant based control in telecommunication networks

  • Author

    Akon, Mohammad Mursalin ; Goswami, Dhrubajyoti ; Jyoti, Shaila Afroz

  • Author_Institution
    Dept. of Comput. Sci., Concordia Univ., Montreal, Que., Canada
  • fYear
    2004
  • fDate
    10-12 May 2004
  • Firstpage
    508
  • Lastpage
    513
  • Abstract
    Swarm intelligence based algorithms for routing in telecommunication networks have gained considerable amount of attention in recent years. Swarm intelligence, demonstrated by natural biological swarms, exhibits numerous powerful features that are desirable in communication systems. Mobile agents having swarm intelligence similar to the real life ants have been employed to achieve a general, flexible and modular solution for routing in communication networks. In this paper, we propose mobile agents that are more advanced than those found in the previous literatures. Our proposal includes a new migration scheme for the ant-like mobile agents and a new routing table management scheme. Simulation results show that our proposed schemes can ultimately result in better load balancing and better performance within telecommunication networks.
  • Keywords
    mobile agents; multi-agent systems; resource allocation; telecommunication computing; telecommunication network management; telecommunication network routing; ant based control; ant migration scheme; ant-like mobile agents; communication systems; load balancing; natural biological swarms; routing table management; routing table update; swarm intelligence based algorithms; telecommunication network routing; telecommunication networks; Artificial intelligence; Competitive intelligence; Computer science; Intelligent agent; Intelligent networks; Mobile agents; Particle swarm optimization; Routing; Software agents; Telecommunication control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel Architectures, Algorithms and Networks, 2004. Proceedings. 7th International Symposium on
  • ISSN
    1087-4089
  • Print_ISBN
    0-7695-2135-5
  • Type

    conf

  • DOI
    10.1109/ISPAN.2004.1300529
  • Filename
    1300529