Standard sensitivity analysis and additive tolerance approach in MOLP

Standard sensitivity analysis and additive tolerance approach in MOLP

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Article ID: iaor20108900
Volume: 181
Issue: 1
Start Page Number: 219
End Page Number: 232
Publication Date: Dec 2010
Journal: Annals of Operations Research
Authors:
Abstract:

We consider sensitivity analysis of the objective function coefficients in multiple objective linear programming (MOLP). We focus on the properties of the parameters set for which a given extreme solution is efficient. Moreover, we compare two approaches: the standard sensitivity analysis (changing only one coefficient) and the additive tolerance approach (changing all coefficients). We find the connections between these two approaches by giving a theorem describing the upper bound on the maximal additive tolerance.

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