Self-tuned refresh rate in a swarm intelligence path management system

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4124 LNCS, Issue , 2006, Pages 148-162

  Heegaard, Poul E ^a   Wittner, Otto J ^a  

^a NORWEGIAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Norway)

Author keywords

CE ants; Cross Entropy; Network management; Restoration time; Service availability; Swarm intelligence

Indexed keywords

CONVERGENCE OF NUMERICAL METHODS; PACKET NETWORKS; ROBUSTNESS (CONTROL SYSTEMS); TELECOMMUNICATION NETWORKS; VIRTUAL REALITY;

CROSS ENTROPY; NETWORK MANAGEMENT; RESTORATION TIME; SERVICE AVAILABILITY; SWARM INTELLIGENCE;

ADAPTIVE SYSTEMS;

EID: 33750007403     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11822035_13     Document Type: Conference Paper

References (17)

1. M. O. Ball, Handbooks in Operation Research and Management Science, Network Models, vol. 7. North Holland, 1995.
2. M. Pioro and D. Medhi, Routing, Flow and Capacity Design in Communication and Computer Networks. ISBN 0125571895, Morgan Kaufmann Publishers, March 2004.
3. S. Kirkpatrick, C. D. Gelatt, and M. P. Vecchi, "Optimization by Simulated Annealing," Science 220, pp. 671-680, 1983.
4. F. Glover and M. Laguna, Tabu Search. Kluwer Academic, 1997.
5. D. Goldberg, Genetic Algorithms in Search, Optimization and Machine Learning. Addison Wesley, 1998.
6. R. Y. Rubinstein, "The Cross-Entropy Method for Combinatorial and Continuous Optimization," Methodology and Computing in Applied Probability, pp. 127-190, 1999.
7. R. Schoonderwoerd, O. Holland, J. Bruten, and L. Rothkrantz, "Ant-based Load Balancing in Telecommunications Networks," Adaptive Behavior, vol. 5, no. 2, pp. 169-207, 1997.
8. E. Bonabeau, M. Dorigo, and G. Theraulaz, Swarm Intelligence: From Natural to Artifical Systems. Oxford University Press, 1999.
9. G. Di Caro and M. Dorigo, "AntNet: Distributed Stigmergetic Control for Communications Networks," Journal of Artificial Intelligence Research, vol. 9, pp. 317-365, Dec 1998.
10. O. Wittner and B. E. Helvik, "Distributed soft policy enforcement by swarm intelligence; application to load sharing and protection," Annals of Telecommunications, vol. 59, pp. 10-24, Jan/Feb 2004.
11. O. Wittner, Emergent Behavior Based Implements for Distributed Network Management. PhD thesis, Norwegian University of Science and Technology, NTNU, Department of Telematics, November 2003.
12. P. E. Heegaard, O. Wittner, and B. E. Helvik, "Self-managed virtual path management in dynamic networks," in Self-* Properties in Complex Information Systems (O. Babaoglu, M. Jelasity, A. Montresor, A. van Moorsel, and M. van Steen, eds.), Lecture Notes in Computer Science, LNCS 3460 (ISSN 0302-9743), pp. 417-432, Springer-Verlag GmbH, 2005.
13. P. E. Heegaard and O. Wittner, "Restoration performance vs. overhead in a swarm intelligence path management system," in Proceedings of the Fifth International Workshop on Ant Colony Optimization and Swarm Intelligence (ANTS2006) (M. Dorigo and L. M. Gambardella, eds.), LNCS, (Brussels, Belgium), Springer, September 4-7 2006.
14. B. E. Helvik and O. Wittner, "Using the Cross Entropy Method to Guide/Govern Mobile Agent's Path Finding in Networks," in Proceedings of 3rd International Workshop on Mobile Agents for Telecommunication Applications, Springer Verlag, August 14-16 2001.
15. P. E. Heegaard, O. Wittner, V. F. Nicola, and B. E. Helvik, "Distributed asynchronous algorithm for cross-entropy-based combinatorial optimization," in Rare Event Simulation and Combinatorial Optimization (RESIM/COP 2004), (Budapest, Hungary), September 7-8 2004.
16. N. Ganguly, L. Brusch, and A. Deutsch, "Design and analysis of a bio-inspired search algorithm for peer-to-peer networks," in Self-Star Properties in Complex Information Systems (O. Babaoglu, M. Jelasity, A. Montresor, C. Fetzer, S. Leonardi, A. van Moorsel, and M. van Steen, eds.), vol. 3460 of Lecture Notes in Computer Science, Springer-Verlag, 2005.
17. C. E. Shannon, "A mathematical theory of communication," Bell System Technical Journal, vol. 27, pp. 379-423, 623-656, July, October 1948.