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International Journal of Approximate Reasoning
Article
License: Elsevier Non-Commercial
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International Journal of Approximate Reasoning
Article . 1987
License: Elsevier Non-Commercial
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International Journal of Approximate Reasoning
Article . 1987 . Peer-reviewed
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Implication in fuzzy logic

Authors: Smets, Philippe; Magrez, Paul;

Implication in fuzzy logic

Abstract

In order to build expert systems and other human-behaviour-like systems one needs reasoning schemes that are richer than the classical two-valued logic. This paper starts with a linguistic justification that intermediate degrees of truth are needed. Up to an isomorphism the unit interval [0,1] with its natural order is taken as the domain of possible values for the truth of a proposition. The main part of this paper concerns the generalization of the classical implication operator. The implication \(A\to B\) quantifies the degree by which B is at least as true as A. Starting from some intuitively acceptable axioms, introduced by Trillas and Valverde, it is proved that the implication must be a continuous archimedean nilpotent S-conorm satisfying a supplementary condition. The last paragraph treats the mathematical structure of conjunction and disjunction operators as well as some additional theorems about the implication.

Country
Belgium
Related Organizations
Keywords

Applied Mathematics, multiple-valued logic, Informatique appliquée logiciel, Intelligence artificielle, Fuzzy logic; logic of vagueness, Lukasiewicz implication, Theoretical Computer Science, intermediate degrees of truth, Mathématiques, implication, Artificial Intelligence, Many-valued logic, Informatique mathématique, Logic of natural languages, fuzzy logic, Software

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    194
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Top 1%
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Top 10%
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
194
Top 10%
Top 1%
Top 10%
hybrid