Threshold based AntNet algorithm for dynamic traffic routing of road networks

Egyptian Informatics Journal

Volumn 13, Issue 2, 2012, Pages 111-121

  Ghazy, Ayman M ^a   EL Licy, Fatma ^a   Hefny, Hesham A ^a  

^a Cairo University   (Egypt)

Author keywords

20Swarm intelligence; AntNet; Backward ant; Check ant; Dynamic traffic routing; Forward ant

Indexed keywords

DYNAMIC ROUTING ALGORITHMS; ROADS AND STREETS; TRAVEL TIME;

20SWARM INTELLIGENCE; ANTNET; BACKWARD ANT; CHECK ANT; DYNAMIC TRAFFIC ROUTING; FORWARD ANT;

TRAFFIC CONGESTION;

EID: 84866424926     PISSN: 11108665     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eij.2012.05.002     Document Type: Article

References (9)

1. Kanoh H, Kozuka H. Evaluation of GA-based dynamic route guidance for car navigation using cellular automata. In: IEEE intelligent vehicle symposium, 17-21 June 2002, vol. 1. p. 178- 83.
2. Yang L, Lin J, Wang D, Jia L. Dynamic route guidance based on artificial immune system. J Control Theory Appl 2007;5(4): 385-90.
3. Hamed AY. A Genetic algorithm for finding the k shortest paths in a network. Egyptian Inform J 2010;11:75-9.
4. Di Caro G, Dorigo M. AntNet: distributed stigmergetic control for communications networks. J Articial Intell Res (JAIR) 1998;9:317-65.
5. Dhillon SS, Van Mieghem P. Performance analysis of the AntNet algorithm. Comput Networks 2007;51:2104-25.
6. Baran B, Sosa R. AntNet routing algorithm for data networks based on mobile agents. Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial 2001;12:75-84.
7. Kassabalidis I, El-Sharkawi MA, Marks RJ, Arabshahi P, Gray AA. Adaptive-SDR: adaptive swarm-based distributed routing. In: Proceedings of the international joint conference on neural networks, Honolulu (HI), vol. 1; 2002, p. 351-4.
8. Soltani A, Akbarzadeh-T M-R, Naghibzadeh M. Helping ants for adaptive network routing. J Franklin Inst 2006;343:389-403.
9. Tekiner F, Ghassemlooy FZ, Al-khayatt S. The AntNet Routing Algorithm-Improved Version. In: Proceedings of the international symposium on communication systems networks and digital signal processing (CSNDSP), Newcastle (UK), July 2004. p. 22-6.