[PDF][PDF] GANAK: A Scalable Probabilistic Exact Model Counter.

S Sharma, S Roy, M Soos, KS Meel - IJCAI, 2019 - ijcai.org
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 …

The model counting competition 2020

JK Fichte, M Hecher, F Hamiti - Journal of Experimental Algorithmics …, 2021 - dl.acm.org
Many computational problems in modern society account to probabilistic reasoning,
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

M Soos, KS Meel - Proceedings of the 41st IEEE/ACM International …, 2022 - dl.acm.org
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 …

[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 …

Efficient knowledge compilation beyond weighted model counting

R Kiesel, P Totis, A Kimmig - Theory and Practice of Logic …, 2022 - cambridge.org
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 …

Proofs for propositional model counting

JK Fichte, M Hecher, V Roland - # …, 2022 - repositum.tuwien.at
Although propositional model counting (# SAT) was long considered too hard to be practical,
today's highly efficient solvers facilitate applications in probabilistic reasoning, reliability …

Knowledge compilation and more with sharpsat-td

R Kiesel, T Eiter - … of the 20th IInternational Conference on …, 2023 - repositum.tuwien.at
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/) …

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 …

Approximate model counting

S Chakraborty, KS Meel, MY Vardi - Handbook of Satisfiability, 2021 - ebooks.iospress.nl
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 …

Efficient Slicing of Feature Models via Projected d-DNNF Compilation

C Sundermann, J Loth, T Thüm - Proceedings of the 39th IEEE/ACM …, 2024 - dl.acm.org
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 …