Naslov
Behaviour of F learning automata as multicriteria routing agents in connection oriented networks

Autori
Lukač, Krešimir ; Lukač, Zrinka ; Tkalić, Mladen

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the IEEE International Conference on Fuzzy Systems / - St. Louis (MO), 2003, 296-302

Skup
The IEEE International Conference on Fuzzy Systems

Mjesto i datum
St. Louis (MO), Sjedinjene Američke Države, 25.05.2003. - 28.05.2003

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
learning automata; multicriteria routing agent

Sažetak
The use of intelligent algorithms based on learning automata (LA) has proven to be very efficient for traffic routing control. However, thus far these algorithms have been focused only on unimodal routing problem in connection of packet oriented networks. The problem of multicriteria routing in communication networks is inherently NP-hard. We present a novel heuristic approach to this problem based on the concept of learning automata in fuzzy environments. We call these automata the F type learning automata. Well known learning automata of P, Q and S types are special cases of F type automata. Among others we prove that these automata are nonabsorbing. A general routing scheme enabling implementation of different routing strategies including Best Quality Routing (BQR) and Least Const Routing (LCR) has been defined and evaluated through simulation results obtained for connection oriented telecommunication network. The behaviour of different t and s norms has been investigated as well.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA