Pregled bibliografske jedinice broj: 36255
Application of modified ART 1 neural network for solving cell formation
Application of modified ART 1 neural network for solving cell formation // Proceedings of the 10th international DAAAM symposium. intelligent manufacturing & automation: past - present - future / Katalinić, Branko (ur.).
Beč: DAAAM International Vienna, 1999. str. 345-346 (poster, nije recenziran, cjeloviti rad (in extenso), znanstveni)
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Naslov
Application of modified ART 1 neural network for solving cell formation
Autori
Mikac, Tonči
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings of the 10th international DAAAM symposium. intelligent manufacturing & automation: past - present - future
/ Katalinić, Branko - Beč : DAAAM International Vienna, 1999, 345-346
Skup
Annals of DAAAM for 1999
Mjesto i datum
Beč, Austrija, 10.1999
Vrsta sudjelovanja
Poster
Vrsta recenzije
Nije recenziran
Ključne riječi
neural network; cellular manufacturing; grouping efficiency
Sažetak
In order to achieve high productivity under the turbulent production environment, production systems have been changed into cellular manufacturing systems. That involves dividing of production system into some cells by collecting similar products and machines. In this paper, a neural network approach for solving cell formation problem is investigated. We modify the binary self-organizing neural network algorithm (ART 1) by changing the weith vector, updating equation, and using a set of supplementary procedures. Comparing of grouping efficiency with some other well-known approaches shows the effectiveness of the proposed algorithm.
Izvorni jezik
Engleski
Znanstvena područja
Strojarstvo
