Counterfactuals as modal conditionals, and their probability

被引:0
|
作者
Rosella, Giuliano [1 ]
Flaminio, Tommaso [2 ]
Bonzio, Stefano [3 ]
机构
[1] Univ Turin, Dept Philosophy, Turin, Italy
[2] Artificial Intelligence Res Inst IIIA CSIC, Campus UAB, Bellaterra, Spain
[3] Univ Cagliari, Dept Math & Comp Sci, Cagliari, Italy
关键词
Counterfactuals; Modal logic; Conditionals; Boolean algebras; Imaging rule; Belief functions; BELIEF FUNCTIONS; LOGIC; MODELS;
D O I
10.1016/j.artint.2023.103970
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we propose a semantic analysis of Lewis' counterfactuals. By exploiting the structural properties of the recently introduced boolean algebras of conditionals, we show that counterfactuals can be expressed as formal combinations of a conditional object and a normal necessity modal operator. Specifically, we introduce a class of algebras that serve as modal expansions of boolean algebras of conditionals, together with their dual relational structures. Moreover, we show that Lewis' semantics based on sphere models can be reconstructed in this framework. As a consequence, we establish the soundness and completeness of a slightly stronger variant of Lewis' logic for counterfactuals with respect to our algebraic models. In the second part of the paper, we present a novel approach to the probability of counterfactuals showing that it aligns with the uncertainty degree assigned by a belief function, as per Dempster-Shafer theory, to its associated conditional formula. Furthermore, we characterize the probability of a counterfactual in terms of Gardenfors' imaging rule for the probabilistic update.& COPY; 2023 The Author(s). Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons .org /licenses /by /4 .0/).
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页数:29
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