An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning

"This paper addresses the development and computational implementation of an inference engine based on a full fuzzy logic, excluding only imprecise quantifiers, for handling uncertainty and imprecision in rule-based expert systems. The logical model exploits some connectives of Lukasiewicz’s in...

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Autores principales: D'Aquila, Raimundo, Crespo Crespo, Cecilia, Mate, J. L., Pazos, J.
Formato: Artículos de Publicaciones Periódicas acceptedVersion
Lenguaje:Inglés
Publicado: 2018
Materias:
RAZONAMIENTO
INCERTIDUMBRE
INFERENCIA
SISTEMAS EXPERTOS
LOGICA DIFUSA
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1298
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1298
record_format dspace
spelling I32-R138-123456789-12982022-12-07T13:05:55Z An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning D'Aquila, Raimundo Crespo Crespo, Cecilia Mate, J. L. Pazos, J. RAZONAMIENTO INCERTIDUMBRE INFERENCIA SISTEMAS EXPERTOS LOGICA DIFUSA "This paper addresses the development and computational implementation of an inference engine based on a full fuzzy logic, excluding only imprecise quantifiers, for handling uncertainty and imprecision in rule-based expert systems. The logical model exploits some connectives of Lukasiewicz’s infinite multi-valued logic and is mainly founded on the work of L.A. Zadeh and J.F. Baldwin. As it is oriented to expert systems, the inference engine was developed to be as knowledge domain independent as possible, while having satisfactory computational efficiency (...)." 2018-11-15T19:52:47Z 2018-11-15T19:52:47Z 2002-07 Artículos de Publicaciones Periódicas info:eu-repo/semantics/acceptedVersion 0165-0114 http://ri.itba.edu.ar/handle/123456789/1298 en info:eu-repo/semantics/altIdentifier/doi/10.1016/S0165-0114(01)00217-2 application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic RAZONAMIENTO
INCERTIDUMBRE
INFERENCIA
SISTEMAS EXPERTOS
LOGICA DIFUSA
spellingShingle RAZONAMIENTO
INCERTIDUMBRE
INFERENCIA
SISTEMAS EXPERTOS
LOGICA DIFUSA
D'Aquila, Raimundo
Crespo Crespo, Cecilia
Mate, J. L.
Pazos, J.
An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning
topic_facet RAZONAMIENTO
INCERTIDUMBRE
INFERENCIA
SISTEMAS EXPERTOS
LOGICA DIFUSA
description "This paper addresses the development and computational implementation of an inference engine based on a full fuzzy logic, excluding only imprecise quantifiers, for handling uncertainty and imprecision in rule-based expert systems. The logical model exploits some connectives of Lukasiewicz’s infinite multi-valued logic and is mainly founded on the work of L.A. Zadeh and J.F. Baldwin. As it is oriented to expert systems, the inference engine was developed to be as knowledge domain independent as possible, while having satisfactory computational efficiency (...)."
format Artículos de Publicaciones Periódicas
acceptedVersion
author D'Aquila, Raimundo
Crespo Crespo, Cecilia
Mate, J. L.
Pazos, J.
author_facet D'Aquila, Raimundo
Crespo Crespo, Cecilia
Mate, J. L.
Pazos, J.
author_sort D'Aquila, Raimundo
title An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning
title_short An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning
title_full An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning
title_fullStr An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning
title_full_unstemmed An inference engine based on fuzzy logic for uncertain and imprecise expert reasoning
title_sort inference engine based on fuzzy logic for uncertain and imprecise expert reasoning
publishDate 2018
url http://ri.itba.edu.ar/handle/123456789/1298
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