DocumentCode :
1873069
Title :
Specifics of transitions in binary Markov logic
Author :
Sgurev, Vassil S. ; Jotsov, Vladimir S.
Author_Institution :
Federation of Sci.-Tech. Unions, Sofia, Bulgaria
fYear :
2012
fDate :
6-8 Sept. 2012
Firstpage :
208
Lastpage :
212
Abstract :
The paper presents a research on transitive probabilities of a binary Markov logic. Analytical dependencies are obtained of such transitions. A Markov interpretation is introduced of propositional-logic formulas using only two binary Markov matrices, two rules and a suitably selected negation of binary vectors. Formulas are obtained for final transitive probabilities for each of the two selected binary Markov matrix. Numeric examples are presented for a Markov interpretation of propositional-logic logical operations.
Keywords :
Markov processes; formal logic; matrix algebra; probability; Markov interpretation; analytical dependencies; binary Markov logic transitions; binary Markov matrices; binary vectors; propositional-logic formulas; propositional-logic logical operations; transitive probabilities; Bayesian methods; Equations; Fuzzy logic; Learning systems; Markov processes; Vectors; Markov logic; knowledge management; probabilities;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems (IS), 2012 6th IEEE International Conference
Conference_Location :
Sofia
Print_ISBN :
978-1-4673-2276-8
Type :
conf
DOI :
10.1109/IS.2012.6335137
Filename :
6335137
Link To Document :
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