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Thick sets, multiple-valued mappings, and possibility theory

Authors :
Henri Prade
Didier Dubois
Luc Jaulin
Vladik Kreinovich
Argumentation, Décision, Raisonnement, Incertitude et Apprentissage (IRIT-ADRIA)
Institut de recherche en informatique de Toulouse (IRIT)
Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées-Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse - Jean Jaurès (UT2J)-Université Toulouse III - Paul Sabatier (UT3)
Université Fédérale Toulouse Midi-Pyrénées-Centre National de la Recherche Scientifique (CNRS)-Institut National Polytechnique (Toulouse) (Toulouse INP)
Université Fédérale Toulouse Midi-Pyrénées-Université Toulouse 1 Capitole (UT1)
Université Fédérale Toulouse Midi-Pyrénées
Centre National de la Recherche Scientifique (CNRS)
Lab-STICC_ENSTAB_CID_PRASYS
Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance (Lab-STICC)
Institut Mines-Télécom [Paris] (IMT)-IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique)
Institut Mines-Télécom [Paris] (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)-Institut Mines-Télécom [Paris] (IMT)-IMT Atlantique Bretagne-Pays de la Loire (IMT Atlantique)
Institut Mines-Télécom [Paris] (IMT)-École Nationale d'Ingénieurs de Brest (ENIB)-École Nationale Supérieure de Techniques Avancées Bretagne (ENSTA Bretagne)-Université de Bretagne Sud (UBS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Université Bretagne Loire (UBL)
Janusz Kacprzyk
Source :
Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas ISBN: 9783030456184, Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas, Vladik Kreinovich. Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas, 892, Springer, pp.101-109, 2020, Studies in Computational Intelligence, 978-3-030-45618-4. ⟨10.1007/978-3-030-45619-1_8⟩
Publication Year :
2020
Publisher :
Springer, 2020.

Abstract

International audience; Carrying uncertain information via a multivalued function can be found in different settings, ranging from the computation of the image of a set by an inverse function to the Dempsterian transfer of a probabilistic space by a multivalued function. We then get upper and lower images. In each case one handles so-called thick sets in the sense of Jaulin, i.e., lower and upper bounded ill-known sets. Such ill-known sets can be found under different names in the literature, e.g., interval sets after Y. Y. Yao, twofold fuzzy sets in the sense of Dubois and Prade, or interval-valued fuzzy sets, ... Various operations can then be defined on these sets, then understood in a disjunctive manner (epistemic uncertainty), rather than conjunctively. The intended purpose of this note is to propose a unified view of these formalisms in the setting of possibility theory, which should enable us to provide graded extensions to some of the considered calculi.

Details

Language :
English
ISBN :
978-3-030-45618-4
ISBNs :
9783030456184
Database :
OpenAIRE
Journal :
Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas ISBN: 9783030456184, Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas, Vladik Kreinovich. Statistical and Fuzzy Approaches to Data Processing, with Applications to Econometrics and Other Areas, 892, Springer, pp.101-109, 2020, Studies in Computational Intelligence, 978-3-030-45618-4. ⟨10.1007/978-3-030-45619-1_8⟩
Accession number :
edsair.doi.dedup.....5bd1258405a0424ec6545cd2c5e19e13
Full Text :
https://doi.org/10.1007/978-3-030-45619-1_8⟩