Application of modified ART 1 neural network for solving cell formation (CROSBI ID 472326)
Prilog sa skupa u zborniku | izvorni znanstveni rad
Podaci o odgovornosti
Mikac, Tonči
engleski
Application of modified ART 1 neural network for solving cell formation
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.
neural network; cellular manufacturing; grouping efficiency
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Podaci o prilogu
345-346-x.
1999.
objavljeno
Podaci o matičnoj publikaciji
Katalinić, Branko
Beč: DAAAM International Vienna
Podaci o skupu
Annals of DAAAM for 1999
poster
01.01.1999-01.01.1999
Beč, Austrija