Fuzzy Logic and Probability
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Fuzzy Logic and Probability
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| Id. |
41485381 |
| Idioma |
inglés
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| Titulo |
Fuzzy Logic and Probability |
| Autor(es) |
Francesc Esteva
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| Localización |
http://citeseer.ist.psu.edu/51386.html
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| Versión |
1.0 |
| Estado |
Final
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| Descripción |
In this paper we deal with a new approach
to probabilistic reasoning in a logical framework.
Nearly almost all logics of probability
that have been proposed in the literature
are based on classical two-valued logic.
After making clear the differences between
fuzzy logic and probability theory, here we
propose a fuzzy logic of probability for which
completeness results (in a probabilistic sense)
are provided. The main idea behind this
approach is that probability values of crisp
propositions can be understood as truthvalues
of some suitable fuzzy propositions associated
to the crisp ones. Moreover, suggestions
and examples of how to extend the
formalism to cope with conditional probabilities
and with other uncertainty formalisms
are also provided.
1 Introduction
Discussions about the relation between fuzzy logic and
probability are still numerous and sometimes rather
controversial. In particular, using fuzzy logic to reason
in a probabilistic way may be a priori considered
as a "danger...
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| Tipo |
ps
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| Palabras clave |
Francesc Esteva Fuzzy Logic and Probability
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| Tipo de Interactividad |
Expositivo
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| Nivel de Interactividad |
muy bajo
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| Audiencia |
Estudiante
Profesor
Autor
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| Estructura |
Atomic |
| Coste |
no
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| Copyright |
sí
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unrestricted |
| Formatos |
ps
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| Requerimientos técnicos |
Browser: Any
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| Relación |
[IsBasedOn] http://www.iiia.csic.es/Reports/1995/flpro-uai95.ps
[References] oai:CiteSeerPSU:45004
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| Fecha de contribución |
31-mar-2009 |
| Contacto |
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