Sugeno integral; aggregation procedures; multi-criteria decision-making; decision-making under uncertainty
Résumé :
[en] An overview of the use of the discrete Sugeno integral as either an aggregation tool or a utility function is presented in the qualitative framework of two decision paradigms: multi-criteria decision-making and decision-making under uncertainty. The parallelism between the representation theorems in both settings is stressed, even if a basic requirement like idempotency should be explicitely stated in multi-criteria decision-making, while its counterpart is implicit in decision under uncertainty by equating the utility of a constant act with the utility of its consequence. Important particular cases of Sugeno integrals such as prioritized minimum and maximum operators, their ordered versions, and Boolean max-min functions are studied.
Disciplines :
Méthodes quantitatives en économie & gestion Mathématiques Sciences informatiques
Identifiants :
UNILU:UL-CHAPTER-2010-160
Auteur, co-auteur :
Dubois, Didier; Université Paul Sabatier, Toulouse, France > Institut de Recherche en Informatique de Toulouse
MARICHAL, Jean-Luc ; University of Liège, Belgium > Institute of Mathematics
Prade, Henri; Université Paul Sabatier, Toulouse, France > Institut de Recherche en Informatique de Toulouse
Roubens, Marc; University of Liège, Belgium > Institute of Mathematics
Sabbadin, Regis; INRA de Toulouse, France > Unité de Biométrie et Intelligence artificielle
Langue du document :
Anglais
Titre :
The use of the discrete Sugeno integral in decision making: a survey
Date de publication/diffusion :
2001
Titre de l'ouvrage principal :
AMCDA - Aide Multi Critère à la Décision (Multiple Criteria Decision Aiding)
Editeur scientifique :
Colorni, A.
Paruccini, M.
Roy, B.
Maison d'édition :
European Communities, Luxembourg, Inconnu/non spécifié
