Title
A logic based algorithm for solving probabilistic satisfiability
Abstract
This paper presents a study of the relationship between probabilistic reasoning and deductive reasoning, in propositional format. We propose an algorithm to solve probabilistic satisfiability (PSAT) based on the study of its logical properties. Each iteration of the algorithm generates in polynomial time a classical (non-probabilistic) formula that is submitted to a SAT-oracle. This strategy is a Turing reduction of PSAT into SAT. We demonstrate the correctness and termination of the algorithm.
Year
DOI
Venue
2010
10.1007/978-3-642-16952-6_46
IBERAMIA
Keywords
Field
DocType
probabilistic satisfiability,deductive reasoning,propositional format,polynomial time,turing reduction,probabilistic reasoning,logical property,satisfiability
Correctness,Satisfiability,Probabilistic CTL,Algorithm,Probabilistic analysis of algorithms,Theoretical computer science,Deductive reasoning,Probabilistic argumentation,Probabilistic logic,Propositional formula,Mathematics
Conference
Volume
ISSN
ISBN
6433
0302-9743
3-642-16951-1
Citations 
PageRank 
References 
0
0.34
10
Authors
2
Name
Order
Citations
PageRank
Marcelo Finger136548.82
Glauber de Bona2316.59