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International Journal of Approximate Reasoning
Article
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International Journal of Approximate Reasoning
Article . 1989
License: Elsevier Non-Commercial
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International Journal of Approximate Reasoning
Article . 1989 . Peer-reviewed
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Article . 1989
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Semantics and computation of the generalized modus ponens: The long paper

Authors: Martin-Clouaire, Roger;

Semantics and computation of the generalized modus ponens: The long paper

Abstract

The generalized modus ponens deals with the problem of inference in an imprecise setting. The paper explores four of the most often encountered possibilities, in the case where a single rule is considered at a time. The behavior of two deduction systems sufficient for practical use is investigated in the situation where the dependency between antecedent and consequent variables is described by a collection of rules. It is shown that one can get a meaningful approximation of what is produced by the generalized modus ponens technique. This paper suggests one more step to computational tractability of the fuzzy set theory framework.

Keywords

implication functions, t-norms, deduction rules, Applied Mathematics, approximate reasoning systems, Theoretical Computer Science, imprecision, Fuzzy sets and logic (in connection with information, communication, or circuits theory), Artificial Intelligence, fuzzy logic, generalized modus ponens, uncertainty, trapezoidal possibility distributions, Software

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selected citations
These citations are derived from selected sources.
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!
29
Average
Top 10%
Top 10%
hybrid