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Building a binary outranking relation in uncertain, imprecise and multi-experts contexts: The application of evidence theory

par Boujelben, Mohamed Ayman;De Smet, Yves ;Frikha, Ahmed;Chabchoub, Habib
Référence International journal of approximate reasoning, 50, 8, page (1259-1278)
Publication Publié, 2009-09

Article révisé par les pairs

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Résumé :

We consider multicriteria decision problems where the actions are evaluated on a set of ordinal criteria. The evaluation of each alternative with respect to each criterion may be uncertain and/or imprecise and is provided by one or several experts. We model this evaluation as a basic belief assignment (BBA). In order to compare the different pairs of alternatives according to each criterion, the concept of first belief dominance is proposed. Additionally, criteria weights are also expressed by means of a BBA. A model inspired by ELECTRE I is developed and illustrated by a pedagogical example. © 2009 Elsevier Inc. All rights reserved.