Artificial neural network approach for routing in distributed computer networks

Engineering Applications of Artificial Intelligence

Volumn 14, Issue 1, 2001, Pages 51-60

  Pierre, Samuel ^a   Said, Hassane ^b   Probst, Wilfried G ^c  

^a Mobile Comp/Networking Res Lab   (Canada)

^b Canada Customs and Revenue Agency   (Canada)

^c UNIVERSITÉ DU QUÉBEC À MONTRÉAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; DISTRIBUTED COMPUTER SYSTEMS; HEURISTIC METHODS; MATHEMATICAL MODELS; NEURAL NETWORKS; TOPOLOGY;

HOPFIELD MODELS; ROUTING ALGORITHMS;

ARTIFICIAL INTELLIGENCE;

EID: 0035253980     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0952-1976(00)00059-2     Document Type: Article

References (25)

1. Baransel C., Dobosiewicz W., Gburzynski P. Routing in multihop packet switching networks. Gb/s challenge IEEE Network. 9(3):1995;38-61.
2. Beaubrun, R., Pierre, S., 1997. A routing algorithm for distributed communication networks. Proceedings of 22nd IEEE Conference on Computer Networks, LCN 97, Minneapolis, Minnesota, USA, November 2-5, pp. 99-105.
3. Bertsekas D., Gallager R. Data Networks. 1987;297-407 Prentice-Hall, Englewood Cliffs, NJ.
4. Binh L.N., Chong H.C. A neural network contention controller for packed switching networks. IEEE Transactions on Neural Networks. 6(6):1995;1402-1410.
5. Courtois, P.J., Semal, P., 1980. A flow assignment algorithm based on the flow deviation method. Proceedings of ICCC, pp. 77-83.
6. Dutta A., Mitra S. Integrating heuristic knowledge and optimization models for communication network design. IEEE Transactions on Knowledge and Data Engineering. 5(6):1993;999-1017.
7. Drosen J. Neural Network Computing. 1994;Windcrest/McGraw-Hill, New York.
8. Fratta L., Gerla M. The flow deviation method. an approach to store-and-forward communication network design Networks. 3:1974;97-133.
9. Gavish B. Topological design of computer networks - the overall design problem. European Journal of Operational Research. 58:1992;149-172.
10. Gerla M., Kleinrock L. On the topological design of distributed computer networks. IEEE Transactions on Communications COM. 25(1):1977;48-60.
11. Hopfield J.J. Neural network and physical systems with emergent collective computional abilities. Proceedings of National Academic Science. 79:1982;2554-2558.
12. Hopfield J.J. Neurons with graded response have collective computational properties like those of two-state neurons. Proceedings of National Academy of Science. 81:1984;3088-3092.
13. Hopfield J.J., Tank D.W. Neural computations of decisions in optimization problems. Biol. Cybern. 52:1986;141-152.
14. Jan R.H., Hwang F.J., Cheng S.T. Topological optimization of a communication network subject to reliability constraints. IEEE Transactions on Reliability. 42:1993;63-70.
15. Kagiantis A.G., Papantoni-Kazakos T. Operations and learning in neural networks for robust prediction. IEEE Transactions on Systems, Man, and Cybernetics. 27(3):1997;402-411.
16. Kamimura K., Nishino H. An efficient method for determining economical configuration of elementary packet-switched networks. IEEE Transactions on Communications. 39(2):1991;278-288.
17. Kershenbaum, A., 1993. Telecommunications Network Design Algorithms. McGraw-Hill, New York, p. 368.
18. Khasnabish B. A new method for evaluating packet routing policies in supra-high-speed metropolitan (or wide) area networks. Computer Networks and ISDN Systems. 26:1993;195-216.
19. Kleinrock L. The latency/bandwidth tradeoff in Gigabit networks. IEEE Communications Magazine. 30(4):1992;36-40.
20. Lee S., Chang S. Neural network for routing of communication networks with unreliable components. IEEE Transactions on Neural Networks. 4(5):1993;854-863.
21. Mehmet M., Kamoun F. Neural networks for shortest path computation and routing in computer networks. IEEE Transactions on Neural Networks. 4(6):1993;94-954.
22. Neumann I. A system for priority routing and capacity assignment in packet switched networks. Annals of Operations Research. 36:1992;225-246.
23. Pierre S., Beaubrun R. Integrating routing and survivability in fault-tolerant computer network design. Computer Communications. 23(4):2000;317-327.
24. Rauch H.E., Winarske T. Neural networks for routing communication traffic. IEEE Control System Magazine. 8(2):1988;26-30.
25. Rumelhart D., Widrow B., Lehr M. The basic idea in neural networks. Commications of ACM. 37(3):1984;87-92.