Optimization of multiple responses considering both location and dispersion effects

Optimization of multiple responses considering both location and dispersion effects

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Article ID: iaor20063645
Country: Netherlands
Volume: 169
Issue: 1
Start Page Number: 133
End Page Number: 145
Publication Date: Feb 2006
Journal: European Journal of Operational Research
Authors: ,
Keywords: location
Abstract:

An integrated modeling approach to simultaneously optimizing both the location and dispersion effects of multiple responses is proposed. The proposed approach aims to identify the setting of input variables to maximize the overall minimal satisfaction level with respect to both location and dispersion of all the responses. The proposed approach overcomes the common limitation of the existing multiresponse approaches, which typically ignore the dispersion effect of the responses. Several possible variations of the proposed model are also discussed. Properties of the proposed approach are revealed via examples.

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