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Classical and Fuzzy Two-Layered Modal Logics for Uncertainty: Translations and Proof-Theory

Paolo Baldi, Petr Cintula, Carles Noguera

2020International Journal of Computational Intelligence Systems19 citationsDOIOpen Access PDF

Abstract

This paper is a contribution to the study of two distinct kinds of logics for modelling uncertainty.Both approaches use logics with a two-layered modal syntax, but while one employs classical logic on both levels and infinitely-many multimodal operators, the other involves a suitable system of fuzzy logic in the upper layer and only one monadic modality.We take two prominent examples of the former approach, the probability logics Pr lin and Pr pol (whose modal operators correspond to all possible linear/polynomial inequalities with integer coefficients), and three logics of the latter approach: Pr Ł , Pr Ł △ and Pr PŁ △ (given by the Łukasiewicz logic and its expansions by the Baaz-Monteiro projection connective △ and also by the product conjunction).We describe the relation between the two approaches by giving faithful translations of Pr lin and Pr pol into, respectively, Prand Pr PŁ △ , and vice versa.We also contribute to the proof theory of two-layered modal logics of uncertainty by introducing a hypersequent calculus HPr Ł for the logic Pr Ł .Using this formalism, we obtain a translation of Pr lin into the logic Pr Ł , seen as a logic on hypersequents of relations, and give an alternative proof of the axiomatization of Pr lin .

Topics & Concepts

ModalFuzzy logicMathematicsComputer scienceCalculus (dental)Proof of conceptMathematical economicsAlgebra over a fieldApplied mathematicsPure mathematicsArtificial intelligenceMedicineMaterials scienceOperating systemDentistryPolymer chemistryLogic, Reasoning, and KnowledgeFormal Methods in Verification