Abstract
This paper sheds a novel light on the longstanding problem of investigating the logic of conditional events. Building on the framework of Boolean algebras of conditionals previously introduced by the authors, we make two main new contributions. First, we fully characterise the atomic structure of these algebras of conditionals. Second, we introduce the logic of Boolean conditionals (LBC) and prove its completeness with respect to the natural semantics induced by the structural properties of the atoms in a conditional algebra as described in the first part. In addition we outline the close connection of LBC with preferential consequence relations, arguably one of the most appreciated systems of non-monotonic reasoning.
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Notes
- 1.
We use the same symbols for connectives in \(\mathcal{L}\) and in \(\mathcal{{CL}}\) without danger of confusion.
References
Adams, E.W.: What is at stake in the controversy over conditionals. In: Kern-Isberner, G., Rödder, W., Kulmann, F. (eds.) WCII 2002. LNCS, vol. 3301, pp. 1–11. Springer, Heidelberg (2005). doi:10.1007/11408017_1
Calabrese, P.: An algebraic synthesis of the foundations of logic and probability. Inf. Sci. 42, 187–237 (1987)
Dubois, D., Prade, H.: Measure-free conditioning, probability and non-monotonic reasoning. In: Proceedings of IJCAI 1989, vol. 2, pp. 1110–1114 (1989)
Flaminio, T., Godo, L., Hosni, H.: On the algebraic structure of conditional events. In: Destercke, S., Denoeux, T. (eds.) ECSQARU 2015. LNCS, vol. 9161, pp. 106–116. Springer, Cham (2015). doi:10.1007/978-3-319-20807-7_10
Friedman, N., Halpern, J.Y.: Plausibility measures and default reasoning. J. ACM 48(4), 648–685 (2001)
Gilio, A., Sanfilippo, G.: Conditional random quantities and compounds of conditionals. Stud. Logica 102(4), 709–729 (2014)
Goodman, I.R., Nguyen, H.T., Walker, E.A.: Conditional Inference and Logic for Intelligent Systems - A Theory of Measure-free Conditioning. North-Holland, Amsterdam (1991)
Halpern, J.Y.: Defining relative likelihood in partially ordered structures. J. Artif. Intell. Res. 7, 1–24 (1997)
Kern-Isberner, G.: Conditionals in Nonmonotonic Reasoning and Belief Revision. Lecture Notes in Artificial Intelligence, vol. 2087. Springer, Heidelberg (2001)
Lehmann, D., Magidor, M.: What does a conditional knowledge base entail? Artif. Intell. 55(1), 1–60 (1992)
Makinson, D.: Bridges From Classical to Non-monotonic Logic. College Publications, London (2005)
Makinson, D.: Conditional probability in the light of qualitative belief change. In: Hosni, H., Montagna, F. (eds.) Probability, Uncertainty and Rationality. Edizioni della Normale (2010)
Milne, P.: Bruno de Finetti and the logic of conditional events. Br. J. Philos. Sci. 48(2), 195–232 (1997)
Nguyen, H.T., Walker, E.A.: A history and introduction to the algebra of conditional events and probability logic. IEEE Trans. Syst. Man Cybern. 24(12), 1671–1675 (1994)
Schay, G.: An algebra of conditional events. J. Math. Anal. Appl. 24, 334–344 (1968)
Acknowledgments
We are thankful to the anonymous reviewers. Flaminio and Godo acknowledge partial support by the Spanish FEDER/MINECO project TIN2015-71799-C2-1-P.
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Flaminio, T., Godo, L., Hosni, H. (2017). On Boolean Algebras of Conditionals and Their Logical Counterpart. In: Antonucci, A., Cholvy, L., Papini, O. (eds) Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2017. Lecture Notes in Computer Science(), vol 10369. Springer, Cham. https://doi.org/10.1007/978-3-319-61581-3_23
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