Scientific Research and Essays

  • Abbreviation: Sci. Res. Essays
  • Language: English
  • ISSN: 1992-2248
  • DOI: 10.5897/SRE
  • Start Year: 2006
  • Published Articles: 2768

Full Length Research Paper

The effect of AntNet parameters on its performance

S. Saffariaman1, S. Shamshirband2*, H. Shirgahi3, M. Gholami4 and B. Kia5
  1Khorasan-e-Razavi Telecom Mashhad, SC1 Center, Iran. 2Department of Computer, Islamic Azad University, Chalous Branch, Chalous, Iran. 3Department of Computer, Islamic Azad University, Jouybar Branch, Jouybar, Iran. 4Iranian academic Center for Education, Culture and Research Mazandaran Branch, Sari, Iran. 5Department of Science, Islamic Azad University, Chalous Branch, Chalous, Iran.
Email: [email protected]

  •  Accepted: 28 January 2009
  •  Published: 31 March 2009

Abstract

 

AntNet is a routing algorithm which takes advantage of the way ants help each other to find food sources faster. Ants’ communication in this respect is indirect by leaving pheromone trails as they move. The richness and thickness of the trail is proportional to the number of ants that have passed. This method of indirect courtesy guidance by affecting the environment is called stigmergy. Many network parameters that affect the performance of AntNet algorithm. However, there is little works on AntNet parameter analysis. In this paper we examine the effect of AntNet parameters on its performance. Simulation is used to estimate performance measures. Results show that changing one specific parameter may not lead to an improvement in performance unless other parameters are also changed, accordingly.

 

Key words: Routing algorithm, AntNet, AntNet performance parameter, agent.