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Pregled bibliografske jedinice broj: 529401

Zbornik radova

Autori: Šikulec, Leon; Radelja, Hrvoje; Kršulja, Marko; Car, Zlatan
Naslov: Comparison in Production Planning of the Classical Method and RL Advanced Algorithms
Izvornik: Proceedings of International Conference on Innovative Technologies IN-TECH / Kudlaček, Jan ; Car, Zlatan ; Barišić, Branimir ; Pepelnjak, Tomaž ; Pakosta, Michal ; Kršulja, Marko (ur.). - Prag : Tisk AS, s.r.o., Jaroměř , 2011. 778-780 (ISBN: 978-80-904502-6-4).
Skup: International Conference on Innovative Technologies IN-TECH 2010
Mjesto i datum: Bratislava, Slovačka, 1-3.09.2011.
Ključne riječi: simulation; production planning; optimization; cost control; reinforcement learning
Sažetak:
In this paper a comparison of optimization methods, conventional and advance algorithms in production scheduling is investigated. Target is to use Reinforcement learning (RL) method in production planning optimization and to detect influential parameters in both methods used for selected production optimization. Two simulations are conducted: first is done with the use of classical methods for technical planning and other is focused on the use of RL method in combination with genetically algorithm (GA). Simulation is done with Tecnomatix EM plant Simulation software and efficiency of used methods will be analyzed on a furniture factory plan. Focus of simulation is the internal warehouse system of mentioned factory.
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: 069-1201787-1754
Izvorni jezik: ENG
Kategorija: Znanstveni
Znanstvena područja:
Metalurgija,Računarstvo,Strojarstvo
Puni text rada: 529401.2011_intech_2011_sikulec-2.pdf (tekst priložen 31. Pro. 2014. u 13:16 sati)
Upisao u CROSBI: mkrsulja@riteh.hr (mkrsulja@riteh.hr), 8. Lis. 2011. u 14:39 sati



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