Network routing based on reinforcement learning in dynamically changing networks

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

Volumn 2005, Issue , 2005, Pages 362-366

  Khodayari, Sara ^a   Yazdanpanah, M J ^a  

^a UNIVERSITY OF TEHRAN   (Iran)

Author keywords

Adaptive routing; Computer network; Neural network; Reinforcement learning; Traffic control

Indexed keywords

ADAPTIVE SYSTEMS; ALGORITHMS; COMPUTER NETWORKS; LEARNING SYSTEMS; NEURAL NETWORKS; PACKET NETWORKS;

ADAPTIVE ROUTING; PACKET ROUTING; REINFORCEMENT LEARNING;

ROUTERS;

EID: 33845910642     PISSN: 10823409     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICTAI.2005.91     Document Type: Conference Paper

References (12)

1. L. Peshkin & V. Savova, "Reinforcement Learning for Adaptive Routing", In Proc. of the International. Joint Conf. on Neural Networks, IJCNN,2002.
2. J. Boyan and M. L. Liftman, "Packet Routing in Dynamically Changing Networks: A Reinforcement Approach", Advances in Neural Information Processing Systems, volume 7, pages 671-378, 1994.
3. th International Conference on Machine Learning, 2001.
4. M. E. Harmon & S. S. Harmon, "Reinforcement Learning: A Tutorial", www.nada.kth.se/kurser/kth/2D1432/2004/rltutorial.pdf,20 04.
5. Bruce S. Davie, Larry L. Peterson, "Computer Networks: A Systems Approach" Morgan Kaufmann, second edition, June 2000.
6. M. Baglietto, T. Parisini and R. Zoppoli, "Distributed-Information Neural Control: The Case of Dynamic Routing in Traffic Networks", IEEE Transactions on Neural Network, Vol. 12, No.3, May 2001.
7. A. A. Smeda and M. E. El-Hawary, "Application of Hopfield Neural Network in Routing for Computer Networks", Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, May 1999.
8. S. Pierre, H. Said and W. G. Probst, "A Neural Network Approach for Routing in Computer Networks", Proceedings of IEEE Canadian Conference on Electrical and Computer Engineering, CCECE'98, 24-28 May, 1998, Waterloo, Canada, Vol. II, pp. 826-829.
9. C. W. Ahn, R. S. Ramakrishna, C. G. Kang and I. C. Choi, "Shortest Path Routing Algorithm using Hopfield Neural Network", Electronics Letters, Vol. 37, No. 19, September 2001.
10. M. K. Mehmet Ali and F. Kamoun, "Neural Networks for Shortest Path Computation and Routing in Computer Networks", IEEE Transactions on Neural Network, Vol. 4, No. 6, November 1993.
11. A. Pasupuleti, A. V. Mathew, N. Shenoy and S. A. Dianat, "A Fuzzy System for Adaptive Network Routing", Proceedings of SPIE Vol. #4740, SPIE's 16th Annual International Symposium on Aerospace/Defense Sensing, Simulation, and Controls, Orlando, Florida USA. 1-5 April 2002.
12. P. F. Tsuchiya, "The Landmark Hierarchy: A New Hierarchy for Routing in Very Large Networks", ACM SIGCOMM Computer Communication Review Vol. 18, Issue 4, August 1988.