Pregled bibliografske jedinice broj: 36258
Modified ART 1 neural network in group technology
Modified ART 1 neural network in group technology // Mechanical Engineering Technologies ´99 / Mihovski, M. (ur.).
Sofija: Scientific technical union of mechanical engineering Industry - 4.0, 1999. str. 12-16 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 36258 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Modified ART 1 neural network in group technology
Autori
Mikac, Tonči ; Selaković, Marko
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Mechanical Engineering Technologies ´99
/ Mihovski, M. - Sofija : Scientific technical union of mechanical engineering Industry - 4.0, 1999, 12-16
Skup
Second International Congres on Mechanical Engineering Technologies ´99
Mjesto i datum
Sofija, Bugarska, 16.09.1999. - 18.09.1999
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
ART 1 neural network; group technology; grouping efficiency
Sažetak
In order to achieve high productivity under the turbulent production environment, production systems have been changed into cellular manufacturing systems. That means dividing production system into some cells by collecting similar products and machines in manufacturing process. In this paper, we show the modification of the binary self-organizing neural network algorithm (ART 1) by changing the weight 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
