Short proofs are narrow—resolution made simple

E Ben-Sasson, A Wigderson - Proceedings of the thirty-first annual ACM …, 1999 - dl.acm.org
The width of a Resolution proof is defined to be the max. imal number of liter& in any clause
of the proof. In this paper we relate proof width to proof length (&size), in both general …

Algorithms and complexity results for# SAT and Bayesian inference

F Bacchus, S Dalmao, T Pitassi - 44th Annual IEEE Symposium …, 2003 - ieeexplore.ieee.org
Bayesian inference is an important problem with numerous applications in probabilistic
reasoning. Counting satisfying assignments is a closely related problem of fundamental …

Near optimal separation of tree-like and general resolution

E Ben-Sasson*, R Impagliazzo, A Wigderson - Combinatorica, 2004 - Springer
We present the best known separation between tree-like and general resolution, improving
on the recent exp (n∈) separation of [2]. This is done by constructing a natural family of …

[HTML][HTML] Expansion-based QBF solving versus Q-resolution

M Janota, J Marques-Silva - Theoretical Computer Science, 2015 - Elsevier
This article introduces and studies a proof system∀ Exp+ Res that enables us to refute
quantified Boolean formulas (QBFs). The system∀ Exp+ Res operates in two stages: it …

Solving# SAT and Bayesian inference with backtracking search

F Bacchus, S Dalmao, T Pitassi - Journal of Artificial Intelligence Research, 2009 - jair.org
Abstract Inference in Bayes Nets (BAYES) is an important problem with numerous
applications in probabilistic reasoning. Counting the number of satisfying assignments of a …

On the relative complexity of resolution refinements and cutting planes proof systems

ML Bonet, JL Esteban, N Galesi, J Johannsen - SIAM Journal on Computing, 2000 - SIAM
An exponential lower bound for the size of tree-like cutting planes refutations of a certain
family of conjunctive normal form (CNF) formulas with polynomial size resolution refutations …

Value elimination: Bayesian inference via backtracking search

F Bacchus, S Dalmao, T Pitassi - arxiv preprint arxiv:1212.2452, 2012 - arxiv.org
Backtracking search is a powerful algorithmic paradigm that can be used to solve many
problems. It is in a certain sense the dual of variable elimination; but on many problems, eg …

Evaluating the hardness of SAT instances using evolutionary optimization algorithms

A Semenov, D Chivilikhin, A Pavlenko… - … on Principles and …, 2021 - research.monash.edu
Propositional satisfiability (SAT) solvers are deemed to be among the most efficient
reasoners, which have been successfully used in a wide range of practical applications. As …

[PDF][PDF] Investigating a general hierarchy of polynomially decidable classes of CNF's based on short tree-like resolution proofs

O Kullmann - 1999 - Citeseer
We investigate a hierarchy Gk (U; S) of classes of conjunctive normal forms, recognizable
and SAT-decidable in polynomial time, with special emphasize on the corresponding …

Decomposing hard SAT instances with metaheuristic optimization

D Chivilikhin, A Pavlenko, A Semenov - arxiv preprint arxiv:2312.10436, 2023 - arxiv.org
In the article, within the framework of the Boolean Satisfiability problem (SAT), the problem of
estimating the hardness of specific Boolean formulas wrt a specific complete SAT solving …