A comparison of a genetic algorithm with an experimental design technique in the optimization of a production process

A comparison of a genetic algorithm with an experimental design technique in the optimization of a production process

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Article ID: iaor1998134
Country: United Kingdom
Volume: 48
Issue: 3
Start Page Number: 247
End Page Number: 254
Publication Date: Mar 1997
Journal: Journal of the Operational Research Society
Authors: , ,
Keywords: quality & reliability
Abstract:

This paper describes the optimization of a textile process by means of two differing approaches: the use of a genetic algorithm and the use of an experimental design technique. It considers the efficiency of each method in reaching the optimum and the nature of the information obtained regarding the process. Consideration is given to the success of the optimization and the transferability of the approaches to otherindustrial processes.

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