Preferences, classification and intuitionistic fuzzy sets

Abstract In this paper we analyze some models being used for fuzzy preference representation and fuzzy classification, putting them in relation to intuitionistic fuzzy sets. In particular, preference modeling is viewed as a classification problem, which is deeply related to intuitionistic fuzzy sets...

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Detalhes bibliográficos
Autores: Montero De Juan, Francisco Javier, Gómez González, Daniel
Tipo de documento: capítulo de livro
Data de publicação:2003
País:España
Recursos:Universidad Complutense de Madrid (UCM)
Repositório:Docta Complutense
Idioma:inglês
OAI Identifier:oai:docta.ucm.es:20.500.14352/60876
Acesso em linha:https://hdl.handle.net/20.500.14352/60876
Access Level:Acceso aberto
Palavra-chave:510.64
Classification structures
Preference structures
Lógica simbólica y matemática (Matemáticas)
1102.14 Lógica Simbólica
Descrição
Resumo:Abstract In this paper we analyze some models being used for fuzzy preference representation and fuzzy classification, putting them in relation to intuitionistic fuzzy sets. In particular, preference modeling is viewed as a classification problem, which is deeply related to intuitionistic fuzzy sets. In particular, the interest of a more sophisticated model based upon intuitionistic fuzzy sets, viewed as a general classification problem, is suggested. In this way some limitation of intuitionistic fuzzy sets might be overcome.