A Genetic Algorithm For The Part Family Formation Problem

A Genetic Algorithm For The Part Family Formation Problem. PRODUCTION PLANNING CONTROL;, 8. pp. 788-796.

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Abstract

Recently, there has been a lot of interest in group technology (GT) from researchers as well as from practitioners. This interest is explained by the fact that GT supports new manufacturing philosophies. One of the main issues in GT is the part family formation problem which is concerned with grouping similar products into the same families. Many researchers have tackled this problem and many algorithms have been proposed for it. In this paper, we present a genetic technique-based heuristic for the quadratic integer programming model of the part family formation problem which was formulated by Kusiak at al. (1986). The heuristic is tested on several problems from the literature, and preliminary results are very promising.

Item Type: Article
Subjects: Computer
Divisions: College Of Computer Sciences and Engineering > Systems Engineering Dept
Depositing User: SHAIKH ARIFUSALAM
Date Deposited: 14 Jun 2008 13:33
Last Modified: 01 Nov 2019 16:44
URI: http://eprints.kfupm.edu.sa/id/eprint/2563