On the behaviour of learning algorithms in a changing environment with application to data network routing problem

Athanasios V. Vasilakos

Kybernetika (1990)

  • Volume: 26, Issue: 4, page 296-307
  • ISSN: 0023-5954

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Vasilakos, Athanasios V.. "On the behaviour of learning algorithms in a changing environment with application to data network routing problem." Kybernetika 26.4 (1990): 296-307. <http://eudml.org/doc/28591>.

@article{Vasilakos1990,
author = {Vasilakos, Athanasios V.},
journal = {Kybernetika},
keywords = {packet-switched network; network routing; virtual and datagram network; circuit-switched network; learning},
language = {eng},
number = {4},
pages = {296-307},
publisher = {Institute of Information Theory and Automation AS CR},
title = {On the behaviour of learning algorithms in a changing environment with application to data network routing problem},
url = {http://eudml.org/doc/28591},
volume = {26},
year = {1990},
}

TY - JOUR
AU - Vasilakos, Athanasios V.
TI - On the behaviour of learning algorithms in a changing environment with application to data network routing problem
JO - Kybernetika
PY - 1990
PB - Institute of Information Theory and Automation AS CR
VL - 26
IS - 4
SP - 296
EP - 307
LA - eng
KW - packet-switched network; network routing; virtual and datagram network; circuit-switched network; learning
UR - http://eudml.org/doc/28591
ER -

References

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  1. R. G. Gallager, A minimum delay routing algorithm using distributed computation, IEEE Trans. Comm. 25 (1977), 73-84. (1977) Zbl0361.68086MR0489790
  2. L. Kleinrock, Queueing Systems: II-Applications, J. Wiley, New York 1976. (1976) 
  3. K. S. Narendra L. G. Mason, S. S. Tripathi, Application of learning automata to telephone traffic routing problems, Preprints of 1974 Joint Automatic Control Conference, Austin, TX, 18-21 June 1974, pp. 753-759. (1974) 
  4. K. S. Narendra, M. A. L. Thathachar, Learning automata: a survey, IEEE Trans. Systems Man Cybernet. 4(1974), 323 - 334. (1974) Zbl0279.68067MR0469583
  5. K. S. Narendra E. A. Wright, L. G. Mason, Application of learning automata to telephone traffic routing and control, IEEE Trans. Systems Man Cybernet. 7 (1977), 11, 785-792. (1977) 
  6. M. F. Norman, Markov Processes and Learning Models, Academic Press, New York-London 1972. (1972) Zbl0262.92003MR0423546
  7. A. S. Tanenbaum, Computer Networks, Prentice-Hall, Englewood Cliffs, N. J. 1980. (1980) 
  8. R. Larsen, Functional Analysis, Marcel-Dekker, New York 1973. (1973) Zbl0261.46001MR0461069
  9. V. A. Vasilakos, Learning algorithm in non-stationary environments, with application to data networks, Working Paper, Univ. of Patras. 
  10. V. A. Vasilakos, S. A. Koubias, Learning automata control of data communication networks, In: Proc. 12th IMACS World Congress on Scientific Computation, Paris, July 1988. (1988) 
  11. V. A. Vasilakos, S. A. Koubias, On routing and performance comparison of techniques for packet-switched networks using learning automata, In: Proc. IEEE Internat. Symposium on Circuits and Systems, Espoo, Finland, June 1988. (1988) 

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