A fast and efficient solution to the capacity assignment problem using discretized learning automata

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

Volumn 1416, Issue , 1998, Pages 56-65

  John Oommen, B ^a   Dale Roberts, T ^a  

^a CARLETON UNIVERSITY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; AUTOMATA THEORY; COMBINATORIAL OPTIMIZATION; EXPERT SYSTEMS; HEURISTIC METHODS; SIMULATED ANNEALING;

CAPACITY ASSIGNMENT; CONTINUOUS LEARNING; DIFFERENT CLASS; HEURISTIC PROCEDURES; LEARNING AUTOMATA; PACKET LENGTH; TRAFFIC REQUIREMENTS;

PROBLEM SOLVING;

EID: 84958036330     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-64574-8_391     Document Type: Conference Paper

References (13)

1. Bertsekas, D. and Gallager, R., Data Networks Second Edition, Prentice-Hall, New Jersey, 1992
2. Roberts, T. D., Learning Automata Solutions to the Capacity Assignment Problem, M.C.S. Thesis, School of Computer Science, Carleton University, Ottawa, Canada: K1S 5B6,1997.
3. Etheridge, D., Simon, E., Information Networks Planning and Design, Prentice Hall, New Jersey, 1992, pp 263-272.
4. Kleinrock, L., Communication Nets: Stochastic Message Flow and Delay, McGraw-Hill Book Co., Inc., New York, 1964.
5. Lakshmivarahan, S., Learning Algorithms Theory and Applications, Springer- Verlag, New York, 1981.
6. Levi, A., and Ersoy, C., "Discrete Link Capacity Assignment in Prioritized Computer Networks: Two Approaches", Proceedings of the Ninth International Symposium on Computer and Information Services, November 7- 9, 1994, Antalya, Turkey, pp. 408-415.
7. Maruyama, K„ and Tang, D. T., "Discrete Link Capacity and Priority Assignments in Communication Networks”, IBM J. Res. Develop., May 1977, pp. 254-263.
8. Narendra, K. S., and Thathachar, M. A. L., Learning Automata, Prentice-Hall, 1989.
9. Oommen, B.J. and Lanctot, J.K., "Discretized Pursuit Learning Automata", IEEE Transactions on Systems, Man and Cybernetics, Vol. SMC-20, July/August 1990, pp. 431-438.
10. Oommen, B. J., and Ma, D. C. Y,, "Deterministic Learning Automata Solutions to the Equi-Partitioning Problem", IEEE Trans. Com.., Vol. 37, 1988, pp 2-14.
11. Oommen, B.J., "Absorbing and Ergodic Discretized Two Action Learning Automata", IEEE Transactions on Systems, Man and Cybernetics, 1986, pp. 282-293.
12. Oommen, B. J. and Roberts, T. D., "Continuous Learning Automata Solutions to the Capacity Assignment Problem". (Submitted for Publication).
13. Oommen, B. J. and Roberts, T. D., "Discrete Learning Automata Solutions to the Capacity Assignment Problem". (Submitted for Publication).