Hierarchies of probabilistic logics

Our aim is to present what we call the lower and the upper hierarchy of the real valued probability logics with probability operators of the form P ? s and Q F , where s ? 0 , 1 Q = 0 , 1 ? Q and F is a recursive subset of 0 , 1 Q . The intended meaning of P ? s α is that the probability of α is at least s, while the intended meaning of Q F α is that the probability of α is in F. We consider probability logics with two types of probability operators.The first type expresses assertions of the form "the probability of α is at least r".The second type expresses assertions of the form "the probability of α is in the set F".We provide a classification of studied logics and show that they form a proper hierarchy.

[1]  Miodrag Raskovic,et al.  Logics with the Qualitative Probability Operator , 2007, Log. J. IGPL.

[2]  Miodrag Raskovic,et al.  Completeness theorem for propositional probabilistic models whose measures have only finite ranges , 2004, Arch. Math. Log..

[3]  Gai CarSO A Logic for Reasoning about Probabilities * , 2004 .

[4]  Nils J. Nilsson,et al.  Probabilistic Logic * , 2022 .

[5]  Miodrag Raskovic,et al.  Probability Logics , 2016, Springer International Publishing.

[6]  H. J. Keisler,et al.  Chapter XIV: Probability Quantifiers , 1985 .

[7]  Miodrag Raskovic,et al.  Some first-order probability logics , 2000, Theor. Comput. Sci..

[8]  Zoran Ognjanović,et al.  COMPLETENESS THEOREM FOR A LOGIC WITH IMPRECISE AND CONDITIONAL PROBABILITIES , 2005 .

[9]  Miodrag Raskovic,et al.  A Probabilistic Logic with Polynomial Weight Formulas , 2008, FoIKS.

[10]  Chunlai Zhou,et al.  Probability Logic of Finitely Additive Beliefs , 2010, J. Log. Lang. Inf..

[11]  Rolf Schock On probability logics , 1965, Notre Dame J. Formal Log..

[12]  Lluis Godo,et al.  Coherent Conditional Probability in a Fuzzy Logic Setting , 2006, Log. J. IGPL.

[13]  Wiebe van der Hoeck Some considerations on the logics PFD A logic combining modality and probability , 1997 .

[14]  Lluis Godo,et al.  A logic for reasoning about the probability of fuzzy events , 2007, Fuzzy Sets Syst..

[15]  Miodrag Raskovic,et al.  Some Probability Logics with New Types of Probability Operators , 1999, J. Log. Comput..

[16]  Theodore Hailperin,et al.  Probability logic , 1984, Notre Dame J. Formal Log..

[17]  Miodrag Raskovic,et al.  A Logic with Conditional Probabilities , 2004, JELIA.

[18]  Miodrag Raskovic,et al.  Measure Logic , 2007, ECSQARU.

[19]  Gianni Amati,et al.  Modal operators with probabilistic interpretations, I , 1987, Stud Logica.

[20]  Miodrag Raskovic,et al.  A logic with approximate conditional probabilities that can model default reasoning , 2008, Int. J. Approx. Reason..

[21]  Zoran Ognjanovic Discrete Linear-time Probabilistic Logics: Completeness, Decidability and Complexity , 2006, J. Log. Comput..

[22]  Petr Hájek,et al.  Fuzzy logic and probability , 1995, UAI.