A hybrid evolutionary algorithm for the formation of manufacturing cells in production systems

A hybrid evolutionary algorithm for the formation of manufacturing cells in production systems

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Article ID: iaor20084084
Country: Brazil
Volume: 26
Issue: 2
Start Page Number: 255
End Page Number: 294
Publication Date: May 2006
Journal: Pesquisa Operacional
Authors: ,
Keywords: cellular manufacturing
Abstract:

The Manufacturing Cell Formation Problem (MCFP) is a crucial component of a cell production design in a manufacturing system. This problem is composed by a set of parts of products to be manufactured and machines. The objective is to construct manufacturing clusters by associating products with cell machines. This paper presents a new hybrid evolutionary algorithm to solve the MCFP. Computational results with the proposed algorithm on a set of instances available in the literature are also presented. For 8 out of 36 instances considered, the proposed method overcame the previous results from the literature and for 26 instances, the same best solutions were found.

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