Logics with probabilistic team semantics and the Boolean negation

Fuente: arXiv
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Autores principales: Hannula, Miika, Hirvonen, Minna, Kontinen, Juha, Mahmood, Yasir, Meier, Arne, Virtema, Jonni
Formato: Preprint
Publicado: 2023
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author Hannula, Miika
Hirvonen, Minna
Kontinen, Juha
Mahmood, Yasir
Meier, Arne
Virtema, Jonni
author_facet Hannula, Miika
Hirvonen, Minna
Kontinen, Juha
Mahmood, Yasir
Meier, Arne
Virtema, Jonni
contents We study the expressivity and the complexity of various logics in probabilistic team semantics with the Boolean negation. In particular, we study the extension of probabilistic independence logic with the Boolean negation, and a recently introduced logic FOPT. We give a comprehensive picture of the relative expressivity of these logics together with the most studied logics in probabilistic team semantics setting, as well as relating their expressivity to a numerical variant of second-order logic. In addition, we introduce novel entropy atoms and show that the extension of first-order logic by entropy atoms subsumes probabilistic independence logic. Finally, we obtain some results on the complexity of model checking, validity, and satisfiability of our logics.
format Preprint
id arxiv_https___arxiv_org_abs_2306_00420
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle Logics with probabilistic team semantics and the Boolean negation
Hannula, Miika
Hirvonen, Minna
Kontinen, Juha
Mahmood, Yasir
Meier, Arne
Virtema, Jonni
Logic in Computer Science
Computational Complexity
We study the expressivity and the complexity of various logics in probabilistic team semantics with the Boolean negation. In particular, we study the extension of probabilistic independence logic with the Boolean negation, and a recently introduced logic FOPT. We give a comprehensive picture of the relative expressivity of these logics together with the most studied logics in probabilistic team semantics setting, as well as relating their expressivity to a numerical variant of second-order logic. In addition, we introduce novel entropy atoms and show that the extension of first-order logic by entropy atoms subsumes probabilistic independence logic. Finally, we obtain some results on the complexity of model checking, validity, and satisfiability of our logics.
title Logics with probabilistic team semantics and the Boolean negation
topic Logic in Computer Science
Computational Complexity
url https://arxiv.org/abs/2306.00420