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[PDF][PDF] GANAK: A Scalable Probabilistic Exact Model Counter.
Given a Boolean formula F, the problem of model counting, also referred to as# SAT, seeks
to compute the number of solutions of F. Model counting is a fundamental problem with a …
to compute the number of solutions of F. Model counting is a fundamental problem with a …
The model counting competition 2020
Many computational problems in modern society account to probabilistic reasoning,
statistics, and combinatorics. A variety of these real-world questions can be solved by …
statistics, and combinatorics. A variety of these real-world questions can be solved by …
Arjun: An efficient independent support computation technique and its applications to counting and sampling
Given a Boolean formula φ over the set of variables X and a projection set P⊆ X, then if I⊆
P is independent support of P, then if two solutions of φ agree on I, then they also agree on …
P is independent support of P, then if two solutions of φ agree on I, then they also agree on …
[PDF][PDF] A recursive algorithm for projected model counting
JM Lagniez, P Marquis - Proceedings of the AAAI Conference on Artificial …, 2019 - aaai.org
We present a recursive algorithm for projected model counting, ie, the problem consisting in
determining the number of models k∃ X. Σk of a propositional formula Σ after eliminating …
determining the number of models k∃ X. Σk of a propositional formula Σ after eliminating …
Efficient knowledge compilation beyond weighted model counting
Quantitative extensions of logic programming often require the solution of so called second
level inference tasks, that is, problems that involve a third operation, such as maximization or …
level inference tasks, that is, problems that involve a third operation, such as maximization or …
Proofs for propositional model counting
Although propositional model counting (# SAT) was long considered too hard to be practical,
today's highly efficient solvers facilitate applications in probabilistic reasoning, reliability …
today's highly efficient solvers facilitate applications in probabilistic reasoning, reliability …
Knowledge compilation and more with sharpsat-td
SharpSAT-TD is a recently published exact model counter that performed exceptionally well
in the recent editions of the Model Counting Competition (https://mccompetition. org/) …
in the recent editions of the Model Counting Competition (https://mccompetition. org/) …
Lifting (D) QBF preprocessing and solving techniques to (D) SSAT
C Cheng, JHR Jiang - Proceedings of the AAAI Conference on Artificial …, 2023 - ojs.aaai.org
Dependency stochastic Boolean satisfiability (DSSAT) generalizes stochastic Boolean
satisfiability (SSAT) in existential variables being Henkinized allowing their dependencies …
satisfiability (SSAT) in existential variables being Henkinized allowing their dependencies …
Approximate model counting
Abstract Model counting, or counting solutions of a set of constraints, is a fundamental
problem in Computer Science with diverse applications. Since exact counting is …
problem in Computer Science with diverse applications. Since exact counting is …
Efficient Slicing of Feature Models via Projected d-DNNF Compilation
Configurable systems often contain components from different fields or disciplines that are
relevant for distinct stakeholders. For instance, tests or analyses targeting interactions of the …
relevant for distinct stakeholders. For instance, tests or analyses targeting interactions of the …