论文信息 - Application of Learning Automata to Telephone Traffic Routing and Control

Application of Learning Automata to Telephone Traffic Routing and Control

Application of learning automata theory to telephone traffic routing and control is described. Improved network performance is demonstrated through the comparative simulation of learning automata routing and the existing fixed rule alternate routing in simple telephone networks. Learning automata routing results in significantly lower blocking probability when selected overload conditions prevail and additional capacity exists elsewhere in the network.

[1] M. L. Tsetlin. On the Behavior of Finite Automata in Random Media , 1961 .

[2] B. Chandrasekaran,et al. On expediency and convergence in variable structure automata , 1966 .

[3] Boehm,et al. Adaptive routing techniques for distributed communications systems , 1966 .

[4] Kumpati S. Narendra,et al. Use of Stochastic Automata for Parameter Self-Optimization with Multimodal Performance Criteria , 1969, IEEE Trans. Syst. Sci. Cybern..

[5] B. Chandrasekaran,et al. Stochastic Automata Games , 1969, IEEE Trans. Syst. Sci. Cybern..

[6] Kumpati S. Narendra,et al. A two-level system of stochastic automata for periodic random environments , 1971, CDC 1971.

[7] Gary Lee Fultz,et al. Adaptive routing techniques for message switching computer-communication networks , 1972 .

[8] Y. Flerov. Some Classes of Multi-Input Automata , 1972 .

[9] K. Narendra. Competitive and Cooperative Games of Variable-Structure Stochastic Automata , 1973 .

[10] R. L. Franks,et al. Overload model of telephone network operation , 1973 .

[11] R. L. Franks,et al. Optimum network call-carrying capacity , 1973 .

[12] Tripathi,et al. Application of learning automata to telephone traffic routing problems , 1974 .

[13] Kumpati S. Narendra,et al. Learning Automata - A Survey , 1974, IEEE Trans. Syst. Man Cybern..

[14] Daniel E. Koditschek,et al. Fixed Structure Automata in a Multi-Teacher Environment , 1977, IEEE Transactions on Systems, Man, and Cybernetics.