Title :
Application of Learning Automata to Telephone Traffic Routing and Control
Author :
Narendra, Kumpati S. ; Wright, E.Allen ; Mason, Lorne G.
Abstract :
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.
Keywords :
Automatic control; Communication system control; Communication system traffic control; Control system synthesis; Control systems; Learning automata; Routing; Telecommunication traffic; Telephony; Traffic control;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
DOI :
10.1109/TSMC.1977.4309623