Sensitivity analysis for choice problems with partial preference relations

Vladislav V. Podinovski
Authors registered in the RePEc Author Service: Vladislav Vladimirovich Podinovski

European Journal of Operational Research, 2012, vol. 221, issue 1, 198-204

Abstract: In this paper we consider choice problems under the assumption that the preferences of the decision maker are expressed in the form of a parametric partial weak order without assuming the existence of any value function. We investigate both the sensitivity (stability) of each non-dominated solution with respect to the changes of parameters of this order, and the sensitivity of the set of non-dominated solutions as a whole to similar changes. We show that this type of sensitivity analysis can be performed by employing techniques of linear programming.

Keywords: Multi-criteria decision analysis; Sensitivity analysis; Partial preference relation; Dominance; Criteria importance theory; Coefficients of importance (search for similar items in EconPapers)
Date: 2012
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Citations: View citations in EconPapers (3)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:ejores:v:221:y:2012:i:1:p:198-204

DOI: 10.1016/j.ejor.2012.03.002

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