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