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Indirect elicitation of MCDA sorting models using valued assignment example

Sébastien Damart (), Luis Dias and Vincent Mousseau ()
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Sébastien Damart: DRM - Dauphine Recherches en Management - Université Paris Dauphine-PSL - PSL - Université Paris sciences et lettres - CNRS - Centre National de la Recherche Scientifique
Vincent Mousseau: LAMSADE - Laboratoire d'analyse et modélisation de systèmes pour l'aide à la décision - Université Paris Dauphine-PSL - PSL - Université Paris sciences et lettres - CNRS - Centre National de la Recherche Scientifique

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Abstract: This communication addresses multicriteria sorting decisions to be made by a group of decision makers, without assuming that complete and precise information exists about parameters related to their preferences, such as criteria weights. In many decision-aiding processes, the facilitator does not have the possibility to use multicriteria aggregation models with complete and precise information about preferential parameters such as weights, thresholds, etc. This difficulty is amplified in contexts with multiple decision makers because of the possible disagreement between them. We propose a methodology to help the group reach a common sorting model, in a context where numerical information raises disagreement and is hard to obtain. It is based on an aggregation / disaggregation approach for the ELECTRE TRI method, implemented on the Decision Support System (DSS) IRIS. Aided by IRIS, the group may iteratively reach an agreement on how to sort some exemplary actions, preserving the consistency of these sorting examples both at the individual level and at the collective level.

Keywords: Classification; Sorting; Group decision making; GDSS; Multi-criteria decision making; imprecise information (search for similar items in EconPapers)
Date: 2008-10-02
Note: View the original document on HAL open archive server: https://halshs.archives-ouvertes.fr/halshs-00463872
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Published in 61èmes journées du groupe de travail européen sur l'aide multicritère à la décision, Oct 2008, Chania, France

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