DocumentCode :
144727
Title :
Performance Appraisal of Learning Automata in Networks
Author :
Das, Ratan Kumar ; Das, Biswajit ; Roy, Sandip
Author_Institution :
Dept. of IT, Assam Univ., Silchar, India
fYear :
2014
fDate :
7-9 April 2014
Firstpage :
1110
Lastpage :
1113
Abstract :
In stochastic environment, uncertainties are of the higher order to predict the future events. Learning automata (LA) can be used in such a system where prior information is available. These automata are capable of performing better and better with their updating potential of input to the system with respect to the environment. Learning automata can be used in different networks for the proper management of the network performances. A survey for learning automata with networks as an environment has been reported in this paper. This paper presents a detailed investigation on the behavior of learning automata, various networks in which learning system can operates.
Keywords :
learning automata; stochastic automata; LA; learning automata; learning system; network performance management; performance appraisal; stochastic environment; Ad hoc networks; Learning automata; Mathematical model; Routing protocols; Stochastic processes; Wireless networks; learning automata (LA); probability; stochastic environment; wireless networks;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on
Conference_Location :
Bhopal
Print_ISBN :
978-1-4799-3069-2
Type :
conf
DOI :
10.1109/CSNT.2014.227
Filename :
6821572
Link To Document :
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