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Genetic design of cellular manufacturing systems

โœ Scribed by K. L. Mak; Y. S. Wong

Publisher
John Wiley and Sons
Year
2000
Tongue
English
Weight
195 KB
Volume
10
Category
Article
ISSN
1090-8471

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โœฆ Synopsis

In this article, an approach based on the concept of genetic algorithms is proposed as a powerful but simple means of effecting the optimal formation of machine-part cells in the design of cellular manufacturing systems. A mathematical model is formulated to maximize the intracell and minimize the intercell part movements in the manufacturing system, and to ensure the balance of part movements within each machine-part cell. The proposed approach is described in some detail, and its effectiveness is demonstrated by using an industrial example and 13 benchmark problems reported in literature.

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## Abstract Traditional approaches to manufacturing systems design utilize a sequential procedure that focuses on production capacity requirements, with human operator task design developed late in the systems design phase. Implementing manufacturing systems in this way is difficult when operations