Bipolar Sugeno integrals, if–then rules and preference orderings

Abstract This paper elaborates on the symmetric Sugeno integral introduced by Michel Grabisch, and an asymmetric generalization of it devoted to handling bipolar qualitative information. We extend to this framework the representation results for Sugeno integrals in terms of if–then selection and elimination rules. We also study various preferences orderings induced by bipolar integrals, and relate them to a former approach to handing bipolar qualitative preference information in the setting of possibility theory. We finally propose a counterpart of Grabisch’s symmetric Sugeno integral in a qualitative bipolar scale where consecutive levels are assumed to be equidistant.

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Publication Details

Journal
Theory and Decision
Published
2025-07-25
DOI
https://doi.org/10.1007/s11238-025-10055-x
Primary Topic
Multi-Criteria Decision Making
Type
article
Field-Weighted Citation Impact
0.00

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article

Bipolar Sugeno integrals, if–then rules and preference orderings

Didier Dubois, Agnès Rico, Henri Prade
Theory and Decision
Multi-Criteria Decision Making
article

Bipolar Sugeno integrals, if–then rules and preference orderings

Didier Dubois, Agnès Rico, Henri Prade
article en

Abstract

Abstract This paper elaborates on the symmetric Sugeno integral introduced by Michel Grabisch, and an asymmetric generalization of it devoted to handling bipolar qualitative information. We extend to this framework the representation results for Sugeno integrals in terms of if–then selection and elimination rules. We also study various preferences orderings induced by bipolar integrals, and relate them to a former approach to handing bipolar qualitative preference information in the setting of possibility theory. We finally propose a counterpart of Grabisch’s symmetric Sugeno integral in a qualitative bipolar scale where consecutive levels are assumed to be equidistant.

Theory and DecisionVol. 99(1-2)
Université Claude Bernard Lyon 1 (FR), Centre National de la Recherche Scientifique (FR), Université Toulouse III - Paul Sabatier (FR), Université Paris Cité (FR), Sorbonne Université (FR), Institut de Recherche en Informatique de Toulouse (FR), LIP6 (FR)
Université de Toulouse
Openalex Percentile: Top 77%
Multi-Criteria Decision Making
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Bipolar Sugeno integrals, if–then rules and preference orderings — Didier Dubois, Agnès Rico, et al. · Theory and Decision (2025) | TGRS Research Map | TGRS