Article (Scientific journals)
The use of the discrete Sugeno integral in decision making: a survey
Dubois, Didier; Marichal, Jean-Luc; Prade, Henri et al.
2001In International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 9 (5), p. 539-561
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Keywords :
Sugeno integral; aggregation procedures; multi-criteria decision-making; decision-making under uncertainty
Abstract :
[en] An overview of the use of the discrete Sugeno integral as either an aggregation tool or a preference functional 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 the idempotency of the aggregation scheme 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 :
Quantitative methods in economics & management
Mathematics
Identifiers :
UNILU:UL-ARTICLE-2010-382
Author, co-author :
Dubois, Didier;  University Paul Sabatier, Toulouse, France > Institut de Recherche en Informatique de Toulouse
Marichal, Jean-Luc ;  University of Liège, Belgium > Institute of Mathematics
Prade, Henri;  University 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 > Unité de Biométrie et Intelligence artificielle
Language :
English
Title :
The use of the discrete Sugeno integral in decision making: a survey
Publication date :
October 2001
Journal title :
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
ISSN :
0218-4885
Publisher :
World Scientific Publishing Company
Volume :
9
Issue :
5
Pages :
539-561
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBilu :
since 24 June 2013

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