Reducing fuzzy answer set programming to model finding in fuzzy logics
(2012) THEORY AND PRACTICE OF LOGIC PROGRAMMING. 12. p.811-842- abstract
- In recent years, answer set programming (ASP) has been extended to deal with multivalued predicates. The resulting formalisms allow for the modeling of continuous problems as elegantly as ASP allows for the modeling of discrete problems, by combining the stable model semantics underlying ASP with fuzzy logics. However, contrary to the case of classical ASP where many efficient solvers have been constructed, to date there is no efficient fuzzy ASP solver. A well-known technique for classical ASP consists of translating an ASP program P to a propositional theory whose models exactly correspond to the answer sets of P. In this paper, we show how this idea can be extended to fuzzy ASP, paving the way to implement efficient fuzzy ASP solvers that can take advantage of existing fuzzy logic reasoners.
Please use this url to cite or link to this publication:
http://hdl.handle.net/1854/LU-1938048
- author
- Jeroen Janssen UGent, Steven Schockaert UGent, Dirk Vermeir and Martine De Cock UGent
- organization
- year
- 2012
- type
- journalArticle (original)
- publication status
- published
- subject
- keyword
- answer set programming, fuzzy logic, ASSAT, DEDUCTIVE DATABASES, EPISTEMIC FOUNDATION, SEMANTIC WEB, SAT SOLVERS, UNCERTAINTY, VAGUENESS, RETRIEVAL
- journal title
- THEORY AND PRACTICE OF LOGIC PROGRAMMING
- Theory Pract. Log. Program.
- volume
- 12
- pages
- 811 - 842
- Web of Science type
- Article
- Web of Science id
- 000310854200001
- JCR category
- LOGIC
- JCR impact factor
- 0.288 (2012)
- JCR rank
- 17/20 (2012)
- JCR quartile
- 4 (2012)
- ISSN
- 1471-0684
- DOI
- 10.1017/S1471068411000093
- language
- English
- UGent publication?
- yes
- classification
- A1
- copyright statement
- I have transferred the copyright for this publication to the publisher
- id
- 1938048
- handle
- http://hdl.handle.net/1854/LU-1938048
- alternative location
- http://arxiv.org/abs/1104.5133
- date created
- 2011-10-28 17:48:26
- date last changed
- 2013-07-15 11:32:22
@article{1938048,
abstract = {In recent years, answer set programming (ASP) has been extended to deal with multivalued predicates. The resulting formalisms allow for the modeling of continuous problems as elegantly as ASP allows for the modeling of discrete problems, by combining the stable model semantics underlying ASP with fuzzy logics. However, contrary to the case of classical ASP where many efficient solvers have been constructed, to date there is no efficient fuzzy ASP solver. A well-known technique for classical ASP consists of translating an ASP program P to a propositional theory whose models exactly correspond to the answer sets of P. In this paper, we show how this idea can be extended to fuzzy ASP, paving the way to implement efficient fuzzy ASP solvers that can take advantage of existing fuzzy logic reasoners.},
author = {Janssen, Jeroen and Schockaert, Steven and Vermeir, Dirk and De Cock, Martine},
issn = {1471-0684},
journal = {THEORY AND PRACTICE OF LOGIC PROGRAMMING},
keyword = {answer set programming,fuzzy logic,ASSAT,DEDUCTIVE DATABASES,EPISTEMIC FOUNDATION,SEMANTIC WEB,SAT SOLVERS,UNCERTAINTY,VAGUENESS,RETRIEVAL},
language = {eng},
pages = {811--842},
title = {Reducing fuzzy answer set programming to model finding in fuzzy logics},
url = {http://dx.doi.org/10.1017/S1471068411000093},
volume = {12},
year = {2012},
}
- Chicago
- Janssen, Jeroen, Steven Schockaert, Dirk Vermeir, and Martine De Cock. 2012. “Reducing Fuzzy Answer Set Programming to Model Finding in Fuzzy Logics.” Theory and Practice of Logic Programming 12: 811–842.
- APA
- Janssen, Jeroen, Schockaert, S., Vermeir, D., & De Cock, M. (2012). Reducing fuzzy answer set programming to model finding in fuzzy logics. THEORY AND PRACTICE OF LOGIC PROGRAMMING, 12, 811–842.
- Vancouver
- 1.Janssen J, Schockaert S, Vermeir D, De Cock M. Reducing fuzzy answer set programming to model finding in fuzzy logics. THEORY AND PRACTICE OF LOGIC PROGRAMMING. 2012;12:811–42.
- MLA
- Janssen, Jeroen, Steven Schockaert, Dirk Vermeir, et al. “Reducing Fuzzy Answer Set Programming to Model Finding in Fuzzy Logics.” THEORY AND PRACTICE OF LOGIC PROGRAMMING 12 (2012): 811–842. Print.