Abstract
This paper is devoted to a logical and algebraic treatment of conditional probability. Unlike the other approaches to this problem (cf [7],[10]) we base our work on the notion of zero-layer (cf [4]). Thus we define the fuzzy modal logic FP k (RŁΔ) with k modalities for non-conditional probably, built up over the many-valued logic RŁΔ (obtained by adding to the Rational Łukasiewicz logic the Baaz connective Δ). The main result of this paper tells us that it is possible to characterize the coherence of an assessment of conditional probability by the consistence of a suitable theory over FP k (RŁΔ).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Cintula, P.: The ŁΠ and ŁΠ1/2 propositional and predicate logics. Fuzzy Sets and Systems 124, 21–34 (2001)
Cintula, P.: Advances in the ŁΠ and ŁΠ1/2 logics. Archive for Mathematical Logic 42, 449–468 (2003)
Cignoli, R., Mundici, D., D’Ottaviano, I.M.L.: Algebraic Foundation of Many-valued Reasoning. Kluwer, Dordrecht (2000)
Coletti, G., Scozzafava, R.: Probabilistic Logic in a Coherent Setting. Trends in Logic. Kluwer, Dordrecht (2002)
Esteva, F., Godo, L., Hájek, P.: Reasoning about probability using fuzzy logic. Neural Network World 10(5), 811–824 (2000)
Esteva, F., Godo, L., Montagna, F.: ŁΠ and ŁΠ1/2: two fuzzy logics joining Łukasiewicz and Product logics. Archive for Mathematical Logic 40, 39–67 (2001)
Flaminio, T., Montagna, F.: A Logic and Algebraic Treatment of Conditional Probability. Archive for Mathematical Logic 44, 245–262 (2005)
Gerla, B.: Rational Łukasiewicz Logic and Divisible MV-algebras. Neural Networks World 10 (2001)
Gerla, B.: Many-valued Logics of Continuous t-norms and Their Functional Representation, Ph.D Thesis, University of Milan (2001)
Godo, L., Marchioni, E.: A logic for reasoning about coherent conditional probability: A modal fuzzy logic approach. In: Alferes, J.J., Leite, J. (eds.) JELIA 2004. LNCS (LNAI), vol. 3229, pp. 213–225. Springer, Heidelberg (2004)
Hájek, P.: Metamathematics of fuzzy logic. Kluwer, Dordrecht (1998)
Hájek, P., Tulipani, S.: Complexity of Fuzzy Probabilistic Logics. Fundamenta Informaticae 45, 207–213 (2001)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Flaminio, T. (2005). A Zero-Layer Based Fuzzy Probabilistic Logic for Conditional Probability. In: Godo, L. (eds) Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2005. Lecture Notes in Computer Science(), vol 3571. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11518655_60
Download citation
DOI: https://doi.org/10.1007/11518655_60
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-27326-4
Online ISBN: 978-3-540-31888-0
eBook Packages: Computer ScienceComputer Science (R0)