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
Link To Document