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Pregled bibliografske jedinice broj: 53397

Adaptive Routing Strategies Using Learning Automata


Tkalić, Mladen; Lukač, Krešimir; Pavičić, Hrvoje
Adaptive Routing Strategies Using Learning Automata // Elektrotehniški vestnik, 65 (1998), 2-3; 127-132 (međunarodna recenzija, članak, znanstveni)


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Naslov
Adaptive Routing Strategies Using Learning Automata

Autori
Tkalić, Mladen ; Lukač, Krešimir ; Pavičić, Hrvoje

Izvornik
Elektrotehniški vestnik (0013-5852) 65 (1998), 2-3; 127-132

Vrsta, podvrsta i kategorija rada
Radovi u časopisima, članak, znanstveni

Ključne riječi
Automata theory ; Reinforcement learning ; learning automaton

Sažetak
Modern end-to-end switching networks have forced us to reconsider the routing schemes that are used in traditional networks. The reexamination is necessary since the choice on the call's route is predefined in these networks and does not dynamically adapt itself to the environmental changes. In these paper we present and evaluate adaptive routing schemes based on the concept of the learning automata. Our concern is to get efficient routing with a better utilization of network resources as compared to traditional fixed routing schemes i.e. to provide a higher network throughput. To show the feasibility of this routing as well to provide a base for simulating and implementing a variety of routing schemes, we have designed LAG, a tool which should help us in the network design process

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekti:
036004

Ustanove:
Fakultet elektrotehnike i računarstva, Zagreb

Profili:

Avatar Url Krešimir Lukač (autor)

Avatar Url Mladen Tkalić (autor)

Avatar Url Hrvoje Pavičić (autor)


Citiraj ovu publikaciju

Tkalić, Mladen; Lukač, Krešimir; Pavičić, Hrvoje
Adaptive Routing Strategies Using Learning Automata // Elektrotehniški vestnik, 65 (1998), 2-3; 127-132 (međunarodna recenzija, članak, znanstveni)
Tkalić, M., Lukač, K. & Pavičić, H. (1998) Adaptive Routing Strategies Using Learning Automata. Elektrotehniški vestnik, 65 (2-3), 127-132.
@article{article, year = {1998}, pages = {127-132-132}, keywords = {Automata theory, Reinforcement learning, learning automaton}, journal = {Elektrotehni\v{s}ki vestnik}, volume = {65}, number = {2-3}, issn = {0013-5852}, title = {Adaptive Routing Strategies Using Learning Automata}, keyword = {Automata theory, Reinforcement learning, learning automaton} }
@article{article, year = {1998}, pages = {127-132-132}, keywords = {Automata theory, Reinforcement learning, learning automaton}, journal = {Elektrotehni\v{s}ki vestnik}, volume = {65}, number = {2-3}, issn = {0013-5852}, title = {Adaptive Routing Strategies Using Learning Automata}, keyword = {Automata theory, Reinforcement learning, learning automaton} }

Časopis indeksira:


  • Scopus





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