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On the structure of the boolean satisfiability problem: A survey
TN Alyahya, MEB Menai, H Mathkour - ACM Computing Surveys (CSUR), 2022 - dl.acm.org
The Boolean satisfiability problem (SAT) is a fundamental NP-complete decision problem in
automated reasoning and mathematical logic. As evidenced by the results of SAT …
automated reasoning and mathematical logic. As evidenced by the results of SAT …
Proof complexity and SAT solving
This chapter gives an overview of proof complexity and connections to SAT solving, focusing
on proof systems such as resolution, Nullstellensatz, polynomial calculus, and cutting planes …
on proof systems such as resolution, Nullstellensatz, polynomial calculus, and cutting planes …
On cryptographic attacks using backdoors for SAT
Propositional satisfiability (SAT) is at the nucleus of state-of-the-art approaches to a variety
of computationally hard problems, one of which is cryptanalysis. Moreover, a number of …
of computationally hard problems, one of which is cryptanalysis. Moreover, a number of …
On the interplay between proof complexity and SAT solving
J Nordström - ACM SIGLOG News, 2015 - dl.acm.org
This paper is intended as an informal and accessible survey of proof complexity for non-
experts, focusing on some comparatively weak proof systems of particular interest in …
experts, focusing on some comparatively weak proof systems of particular interest in …
Random SAT instances à la carte
Many studies focus on the generation of hard SAT instances. The hardness is usually
measured by the time it takes SAT solvers to solve the instances. In this preliminary study …
measured by the time it takes SAT solvers to solve the instances. In this preliminary study …
Pebble games, proof complexity, and time-space trade-offs
J Nordstrom - Logical Methods in Computer Science, 2013 - lmcs.episciences.org
Pebble games were extensively studied in the 1970s and 1980s in a number of different
contexts. The last decade has seen a revival of interest in pebble games coming from the …
contexts. The last decade has seen a revival of interest in pebble games coming from the …
On probabilistic generalization of backdoors in boolean satisfiability
The paper proposes a probabilistic generalization of the well-known Strong Backdoor Set
(SBS) concept applied to the Boolean Satisfiability Problem (SAT). We call a set of Boolean …
(SBS) concept applied to the Boolean Satisfiability Problem (SAT). We call a set of Boolean …
PDP: A general neural framework for learning constraint satisfaction solvers
There have been recent efforts for incorporating Graph Neural Network models for learning
full-stack solvers for constraint satisfaction problems (CSP) and particularly Boolean …
full-stack solvers for constraint satisfaction problems (CSP) and particularly Boolean …
[HTML][HTML] Generating SAT instances with community structure
Nowadays, modern SAT solvers are able to efficiently solve many industrial, or real-world,
SAT instances. However, the process of development and testing of new SAT solving …
SAT instances. However, the process of development and testing of new SAT solving …
Evaluating the hardness of SAT instances using evolutionary optimization algorithms
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 …
reasoners, which have been successfully used in a wide range of practical applications. As …