A note on scalarizing functions under changing sets of criteria

A note on scalarizing functions under changing sets of criteria

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Article ID: iaor1993765
Country: Netherlands
Volume: 52
Issue: 1
Start Page Number: 113
End Page Number: 118
Publication Date: May 1991
Journal: European Journal of Operational Research
Authors:
Abstract:

The paper shows that a scalarizing function widely used with the reference point method for multi-objective decision making, leads to inconsistent results when changes in the set of objectives are considered. The conditions under which such preference reversals can occur, are analyzed and their importance for practical application is evaluated. The paper also discusses possible extensions and generalizations of the problem identified.

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