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The Cartographer
A Probabilistic Approach to Satisfiability of Propositional Logic Formulae
December 04, 2019 Β· Declared Dead Β· π arXiv.org
"No code URL or promise found in abstract"
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Authors
Reazul Hasan Russel
arXiv ID
1912.02150
Category
cs.AI: Artificial Intelligence
Cross-listed
cs.LO
Citations
0
Venue
arXiv.org
Last Checked
4 months ago
Abstract
We propose a version of WalkSAT algorithm, named as BetaWalkSAT. This method uses probabilistic reasoning for biasing the starting state of the local search algorithm. Beta distribution is used to model the belief over boolean values of the literals. Our results suggest that, the proposed BetaWalkSAT algorithm can outperform other uninformed local search approaches for complex boolean satisfiability problems.
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