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