Pretražite po imenu i prezimenu autora, mentora, urednika, prevoditelja

Napredna pretraga

Pregled bibliografske jedinice broj: 136548

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


Lukač, Krešimir; Lukač, Zrinka; Tkalić, Mladen
Behaviour of F learning automata as multicriteria routing agents in connection oriented networks // Proceedings of the 12th IEEE International Conference on Fuzzy Systems / Olfa Nasraoui, Hichem Frigui, James M. Keller (ur.).
St. Louis, Missouri, SAD: The Institute of Electrical and Electronics Engineers (IEEE), 2003. str. 296-301 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 136548 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

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 12th IEEE International Conference on Fuzzy Systems / Olfa Nasraoui, Hichem Frigui, James M. Keller - St. Louis, Missouri, SAD : The Institute of Electrical and Electronics Engineers (IEEE), 2003, 296-301

Skup
The IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2003)

Mjesto i datum
St. Louis, MO, SAD, 25.-28.5.2003

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
fuzzy logic; learning automata; multicriteria routing

Sažetak
The use of intelligent algorithms based on learning automata (LA) has proved to be very efficient for traffic routing control. However, thus far these algorithms have been focused only on unimodal routing problem in connection or 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 Cost 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
Matematika



POVEZANOST RADA


Projekti:
0067019

Ustanove:
Ekonomski fakultet, Zagreb

Profili:

Avatar Url Krešimir Lukač (autor)

Avatar Url Mladen Tkalić (autor)

Avatar Url Zrinka Lukač (autor)


Citiraj ovu publikaciju:

Lukač, Krešimir; Lukač, Zrinka; Tkalić, Mladen
Behaviour of F learning automata as multicriteria routing agents in connection oriented networks // Proceedings of the 12th IEEE International Conference on Fuzzy Systems / Olfa Nasraoui, Hichem Frigui, James M. Keller (ur.).
St. Louis, Missouri, SAD: The Institute of Electrical and Electronics Engineers (IEEE), 2003. str. 296-301 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Lukač, K., Lukač, Z. & Tkalić, M. (2003) Behaviour of F learning automata as multicriteria routing agents in connection oriented networks. U: Olfa Nasraoui, Hichem Frigui, James M. Keller (ur.)Proceedings of the 12th IEEE International Conference on Fuzzy Systems.
@article{article, year = {2003}, pages = {296-301}, keywords = {fuzzy logic, learning automata, multicriteria routing}, title = {Behaviour of F learning automata as multicriteria routing agents in connection oriented networks}, keyword = {fuzzy logic, learning automata, multicriteria routing}, publisher = {The Institute of Electrical and Electronics Engineers and \#40;IEEE and \#41;}, publisherplace = {St. Louis, MO, SAD} }
@article{article, year = {2003}, pages = {296-301}, keywords = {fuzzy logic, learning automata, multicriteria routing}, title = {Behaviour of F learning automata as multicriteria routing agents in connection oriented networks}, keyword = {fuzzy logic, learning automata, multicriteria routing}, publisher = {The Institute of Electrical and Electronics Engineers and \#40;IEEE and \#41;}, publisherplace = {St. Louis, MO, SAD} }




Contrast
Increase Font
Decrease Font
Dyslexic Font