Fuzzy Answer Set Programming (FASP) combines the non monotonic reasoning typical of Answer Set Programming with the capability of Fuzzy Logic to deal with imprecise information and paraconsistent reasoning. In the context of paraconsistent reasoning, the fundamental principle of minimal undefinedness states that truth degrees close to 0 and 1 should be preferred to those close to 0.5, to minimize the ambiguity of the scenario. The aim of this paper is to enforce such a principle in FASP through the minimization of a measure of undefinedness. Algorithms that minimize undefinedness of fuzzy answer sets are presented, and implemented

Alviano, M., Amendola, G., Peñaloza, R. (2017). Minimal undefinedness for fuzzy answer sets. In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (pp.3694-3700). AAAI Press.

Minimal undefinedness for fuzzy answer sets

Amendola, G;Peñaloza, R
2017

Abstract

Fuzzy Answer Set Programming (FASP) combines the non monotonic reasoning typical of Answer Set Programming with the capability of Fuzzy Logic to deal with imprecise information and paraconsistent reasoning. In the context of paraconsistent reasoning, the fundamental principle of minimal undefinedness states that truth degrees close to 0 and 1 should be preferred to those close to 0.5, to minimize the ambiguity of the scenario. The aim of this paper is to enforce such a principle in FASP through the minimization of a measure of undefinedness. Algorithms that minimize undefinedness of fuzzy answer sets are presented, and implemented
paper
answer set programming, fuzzy logic
English
31th AAAI Conference on Artificial Intelligence (AAAI) FEB 04-09
2017
Singh S;Markovitch S
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence
2017
3694
3700
open
Alviano, M., Amendola, G., Peñaloza, R. (2017). Minimal undefinedness for fuzzy answer sets. In Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (pp.3694-3700). AAAI Press.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/233847
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