Abstract
In this paper we are going to introduce the notion of strong non-standard completeness (SNSC) for fuzzy logics. This notion naturally arises from the well known construction by ultraproduct. Roughly speaking, to say that a logic \(\mathcal{C}\) is strong non-standard complete means that, for any countable theory Γ over \(\mathcal{C}\) and any formula φ such that \(\Gamma\not\vdash_{\mathcal{C}} \varphi\), there exists an evaluation e of \(\mathcal{C}\)-formulas into a \(\mathcal{C}\)-algebra \(\mathcal{A}\) such that the universe of \(\mathcal{A}\) is a non-Archimedean extension \([0,1]^\star\) of the real unit interval [0,1], e is a model for Γ, but e(φ) < 1. Then we will apply SNSC to prove that various modal fuzzy logics allowing to deal with simple and conditional probability of infinite-valued events are complete with respect to classes of models defined starting from non-standard measures, that is measures taking value in \([0,1]^\star\).
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References
Belluce LP (1986) Semisimple MV-algebras of infinite-valued logic and bold fuzzy set theory. Can J Math 38(6):1356–1379
Blok WJ, Pigozzi D (1989) Algebraizable logics. Memb Am Math Soc 396(77)
Burrus S, Sankappanavar HP (1980) A course in Universal Algebra. Springer, Heidelberg
Chang CC, Keisler HJ (1973) Model theory. North-Holland, Amsterdam
Cintula P (2003) Advances in the ŁΠ and ŁΠ1/2 logics. Arch Math Logic 42:449–468
Cignoli R, D’Ottaviano IML, Mundici D (2000a) Algebraic Foundations of Many-valued Reasoning. Kluwer, Dordrecht
Cignoli R, Esteva F, Godo L, Torrens A (2000b) Basic fuzzy logic is the logic of continuous t-norms and their residua. Soft Comput 4:106–112
Di Nola A (1993) MV-algebras in the treatment of uncertainty. In: Lowen R, Rubens M (eds) Fuzzy Logic. Kluwer, Dordrecht
Di Nola A, Georgescu G, Lettieri A (1999) Conditional states in finite-valued logic. In: Klement EP, Dubois D, Prade H (eds) Fuzzy sets, logics, and reasoning about knowledge. Kluwer, Dordrecht, pp 161–174
Esteva F, Godo L (2001) Monoidal t-norm based logic: towards a logic for left-continuous t-norms. Fuzzy Sets Syst 124:271–288
Esteva F, Godo L, Hájek P (2000) Reasoning about probability using fuzzy logic. Neural Netw World 10(5):811–824
Esteva F, Godo L, Montagna F (2001) ŁΠ and ŁΠ1/2: two complete fuzzy systems joining Łukasiewicz and Product logics. Arch Math Logic 40:39–67
Esteva F, Gispert J, Godo L, Montagna F (2002) On the standard and rational completeness for some axiomatic extension of the monoidal t-norm logic. Studia Logica 71:199–226
Flaminio T (2005) A zero-layer based fuzzy probabilistic logic for conditional probability. In: Lluís Godo (ed) Lecture Notes in Artificial Intelligence, vol 3571, 8th European Conference on Symbolic and Quantitaive Approaches on Reasoning under Uncertainty ECSQARU’05, Barcelona, Spain, July 2005, pp 714–725
Flaminio T (2007) NP-containment for the coherence tests of assessment of conditional probability: a fuzzy-logical approach. Arch Math Logic (in press)
Flaminio T, Godo L (2006) A logic for reasoning about the probability of fuzzy events. Fuzzy Sets Syst (in press)
Flaminio T, Montagna F (2005) A logical and algebraic treatment of conditional probability. Arch Math Logic 44:245–262
Gerla B (2001) Many-valed Logics of Continuous t-norms and their functional representation. Ph.D. Thesis, University of Milan
Grigolia R (1977) Algebraic analysis of Łukasiewicz-Tarski n-valued logical systems. In: Wójcicki R, Malinowski G (Eds) Selected Papers on Łukasiewicz Sentencial Calculi. Polish Academy of Science, Ossolineum, Wrocław, pp 81–91
Hájek P (1998) Metamathematics fo fuzzy logic, Kluwer, Dordrecht
Hájek P, Godo L, Esteva F (1995) Probability and fuzzy logic. In: Besnard, Hanks (eds) Proceedings of uncertainty in artificial intelligence UAI’95. Morgan Kaufmann, San Francisco, pp 237–244
Horčík R (2005) Standard completeness theorem for ΠMTL logic. Arch Math Logic 44:413–424
Horčík R (2007) On the failure of standard completeness in ΠMTL for infinite theories. Fuzzy Sets Syst (in press)
Horčík R, Cintula P (2004) Product Łukasiewicz logic. Arch Math Logic 43:477–503
Hurd AE, Loeb PA (1985) An introduction to nonstandard real analysis. Academic, Orlando
Jenei S, Montagna F (2002) A proof of standard completeness for Esteva and Godo’s logic MTL. Studia Logica 70:183–192
Kroupa T (2005) Conditional probability on MV-algebras. Fuzzy Sets Syst 149(2):369–381
Kroupa T (2006) Every state on semisimple MV-algebra is integral. Fuzzy Sets Syst 157:2771–2782
Marchioni E, Godo L (2004) A logic for reasoning about coherent conditional probability: a fuzzy modal logic approach. In: Alferes JJ, Leite J (eds) Lecture Notes in Artificial Intelligence, vol 3229. 9th European Conference on Logic in Artificial Intelligence JELIA’04. Lisbon, Portugal, September 2004, pp 213–225
Montagna F, Panti G (2001) Adding structures to MV-algebras. J Pure Appl Algebra 164(3):365–387
Montagna F, Noguera C, Horčík R (2006) On weakly cancellative fuzzy logics. J Logic Comput 16:423–450
Mundici D (1995) Averaging the truth-value in Łukasiewicz logic. Studia Logica 55(1):113–127
Noguera C (2006) Algebraic study of axiomatic extensions of triangular norm based fuzzy logics. Ph.D. Thesis, Barcelona
Pavelka J (1979) On fuzzy logic I, II, III. Zeitschr f Math Logik Grundl Math 25:45–52, 119–134, 447–464
Robinson A (1996) Non-standard analysis. North-Holland, Amsterdam
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Flaminio, T. Strong non-standard completeness for fuzzy logics. Soft Comput 12, 321–333 (2008). https://doi.org/10.1007/s00500-007-0184-9
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DOI: https://doi.org/10.1007/s00500-007-0184-9