Bi-capacities -- Part II: the Choquet integral

Abstract : Bi-capacities arise as a natural generalization of capacities (or fuzzy measures) in a context of decision making where underlying scales are bipolar. They are able to capture a wide variety of decision behaviours, encompassing models such as Cumulative Prospect Theory (CPT). The aim of this paper in two parts is to present the machinery behind bi-capacities, and thus remains on a rather theoretical level, although some parts are firmly rooted in decision theory, notably cooperative game theory. The present second part focuses on the definition of Choquet integral. We give several expressions of it, including an expression w.r.t. the Möbius transform. This permits to express the Choquet integral for 2-additive bi-capacities w.r.t. the interaction index.
Type de document :
Article dans une revue
Fuzzy Sets and Systems, Elsevier, 2005, 151 (2), pp.237-259. 〈10.1016/j.fss.2004.08.013〉
Liste complète des métadonnées

https://hal.archives-ouvertes.fr/hal-00187191
Contributeur : Michel Grabisch <>
Soumis le : mardi 13 novembre 2007 - 18:13:19
Dernière modification le : lundi 17 décembre 2018 - 01:30:28
Document(s) archivé(s) le : lundi 12 avril 2010 - 02:06:58

Fichiers

fss04II_new.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Citation

Michel Grabisch, Christophe Labreuche. Bi-capacities -- Part II: the Choquet integral. Fuzzy Sets and Systems, Elsevier, 2005, 151 (2), pp.237-259. 〈10.1016/j.fss.2004.08.013〉. 〈hal-00187191〉

Partager

Métriques

Consultations de la notice

258

Téléchargements de fichiers

212