Abstract
We consider the weighted satisfiability problem for Boolean circuits and propositional formulæ, where the weight of an assignment is the number of variables set to true. We study the parameterized complexity of these problems and initiate a systematic study of the complexity of its fragments. Only the monotone fragment has been considered so far and proven to be of same complexity as the unrestricted problems. Here, we consider all fragments obtained by semantically restricting circuits or formulæ to contain only gates (connectives) from a fixed set B of Boolean functions. We obtain a dichotomy result by showing that for each such B, the weighted satisfiability problems are either W[P]-complete (for circuits) or W[SAT]-complete (for formulæ) or efficiently solvable. We also consider the related counting problems.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Abrahamson, K.R., Downey, R.G., Fellows, M.R.: Fixed-parameter tractability and completeness IV: On completeness for W[P] and PSPACE analogues. Annals of Pure and Applied Logic 73(3), 235–276 (1995)
Bauland, M., Schneider, T., Schnoor, H., Schnoor, I., Vollmer, H.: The complexity of generalized satisfiability for linear temporal logic. Logical Methods in Computer Science 5(1) (2008)
Böhler, E., Creignou, N., Galota, M., Reith, S., Schnoor, H., Vollmer, H.: Boolean circuits as a representation for Boolean functions: Efficient algorithms and hard problems. Logical Methods in Computer Science (to appear, 2012)
Böhler, E., Creignou, N., Reith, S., Vollmer, H.: Playing with Boolean blocks I: Post’s lattice with applications to complexity theory. SIGACT News 34(4), 38–52 (2003)
Creignou, N., Meier, A., Thomas, M., Vollmer, H.: The complexity of reasoning for fragments of autoepistemic logic. ACM Transactions on Computational Logic (to appear, 2012)
Dantchev, S., Martin, B., Szeider, S.: Parameterized proof complexity. Computational Complexity 20(1), 51–85 (2011)
Flum, J., Grohe, M.: The parameterized complexity of counting problems. SIAM J. Comput. 33(4), 892–922 (2004)
Flum, J., Grohe, M.: Parameterized Complexity Theory. Springer (2006)
Lewis, H.: Satisfiability problems for propositional calculi. Mathematical Systems Theory 13, 45–53 (1979)
Marx, D.: Parameterized complexity of constraint satisfaction problems. Computational Complexity 14(2), 153–183 (2005)
McCartin, C.: Parameterized counting problems. Annals of Pure and Applied Logic 138(1-3), 147–182 (2006)
Niedermeier, R.: Invitation to Fixed-Parameter Algorithms. Oxford University Press (2006)
Post, E.: The two-valued iterative systems of mathematical logic. Annals of Mathematical Studies 5, 1–122 (1941)
Reith, S., Wagner, K.: The complexity of problems defined by Boolean circuits. In: Proceedings Mathematical Foundation of Informatics (MFI 1999), pp. 141–156. World Science Publishing (2005)
Schnoor, H.: The complexity of model checking for boolean formulas. Int. J. Found. Comput. Sci. 21(3), 289–309 (2010)
Thomas, M.: On the applicability of Post’s lattice. CoRR, abs/1007.2924 (2010)
Vollmer, H.: Introduction to Circuit Complexity. Springer, Heidelberg (1999)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Creignou, N., Vollmer, H. (2012). Parameterized Complexity of Weighted Satisfiability Problems. In: Cimatti, A., Sebastiani, R. (eds) Theory and Applications of Satisfiability Testing – SAT 2012. SAT 2012. Lecture Notes in Computer Science, vol 7317. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-31612-8_26
Download citation
DOI: https://doi.org/10.1007/978-3-642-31612-8_26
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-31611-1
Online ISBN: 978-3-642-31612-8
eBook Packages: Computer ScienceComputer Science (R0)