|
|
ISSN 1842-3183 |
|
Proceedings of the 15th International Conference on Manufacturing Systems – ICMaS Published by Editura Academiei Române, ISSN 1842-3183 Volume No. 1, 2006 "Politehnica" University of Bucharest, Machine and Manufacturing Systems Department Bucharest, Romania, 26 – 27 October, 2006
pp. 345-348
THE USE OF A GENETIC ALGORITHM FOR OPTIMIZING A FLEXIBLE ASSEMBLY SYSTEM
Adriana FOTA
Abstract: Many reconfigurable conveyor-components have been developed for the construction assembly line systems. The components have different transporting paths, shapes, sizes, and etc. This paper describes a genetic algorithm to configure those reconfigurable conveyor-components forming a flexible assembly line system to meet the ever-changing production requirements. The transporting paths, shapes and sizes of reconfigurable conveyor-components are coded into binary string as chromosome to represent an assembly line layout for analysis and evaluation. The three evolutionary processes generate the layouts: selection, crossover, and mutation. The process of updating control parameters is integrated into the genetic algorithm to improve the performance and efficiency of the evolutionary processes. The reconfiguration of a flexible assembly line system to meet the requirements of minimization of the number of reconfigurable conveyor- components and the provision of alternative processes paths are discussed in details in the paper.
Key words: fexible assembly system, optimisation, reconfiguration.
Author: Dr. Eng. Adriana FOTA, Assoc. Prof., "Transilvania" University of Braşov, Economic Engineering and Manufacturing Systems Department, Str. Mihai Viteazul no. 5, 500228 Braºov, Romania, E-mail: fota.a@unitbv.ro Electronic mail: orgcom@icmas.eu / General Information: http://www.edition2009.icmas.eu/
|