Preference elicitation from inconsistent judgments using multi-objective optimization

S. Siraj, L. Mikhailov and J.A. Keane

European Journal of Operational Research, 2012, vol. 220, issue 2, 461-471

Abstract: Several decision-making techniques involve pairwise comparisons to elicit the preferences of a decision maker (DM). This paper proposes a new approach for prioritization from pairwise comparisons using the concept of indirect judgments. No method exists that simultaneously minimizes deviations from both direct and indirect judgments. In order to estimate preferences, it is sensible to consider both the acquired judgments and the other judgments latent in the DM’s mind. Hence, a technique is developed here to minimize the deviations from both types of judgments.

Keywords: Multiple criteria analysis; Pairwise comparisons; Multi-objective optimization (search for similar items in EconPapers)
Date: 2012
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Citations: View citations in EconPapers (5)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:ejores:v:220:y:2012:i:2:p:461-471

DOI: 10.1016/j.ejor.2012.01.049

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