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Theory and Practice of Logic Programming
Article . 2011 . Peer-reviewed
License: Cambridge Core User Agreement
Data sources: Crossref
https://dx.doi.org/10.48550/ar...
Article . 2011
License: arXiv Non-Exclusive Distribution
Data sources: Datacite
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Reducing fuzzy answer set programming to model finding in fuzzy logics

Authors: Janssen, Jeroen; Schockaert, Steven; Vermeir, Dirk; De Cock, Martine;

Reducing fuzzy answer set programming to model finding in fuzzy logics

Abstract

AbstractIn recent years, answer set programming (ASP) has been extended to deal with multivalued predicates. The resulting formalismsallow for the modeling of continuous problems as elegantly as ASP allows for the modeling of discrete problems, by combining thestable model semantics underlying ASP with fuzzy logics. However, contrary to the case of classical ASP where manyefficient solvers have been constructed, to date there is no efficient fuzzy ASP solver. A well-knowntechnique for classical ASP consists of translating an ASP programPto a propositional theory whose models exactlycorrespond to the answer sets ofP. In this paper, we show how this idea can be extended to fuzzy ASP, paving the wayto implement efficient fuzzy ASP solvers that can take advantage of existing fuzzy logic reasoners.

Keywords

FOS: Computer and information sciences, Computer Science - Logic in Computer Science, ASSAT, Computer Science - Programming Languages, RETRIEVAL, DEDUCTIVE DATABASES, 68N17, UNCERTAINTY, Science General, VAGUENESS, Logic in Computer Science (cs.LO), Fuzzy Logic, EPISTEMIC FOUNDATION, fuzzy logic, SAT SOLVERS, SEMANTIC WEB, answer set programming, Programming Languages (cs.PL)

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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!
13
Average
Average
Top 10%
Green
bronze