Abstract
We contribute to the algebraic study of the complexity of constraint satisfaction problems. We give a new sufficient condition on a set of relations Γ over a domain S for the tractability of CSP(Γ): if S is a block-group (a particular class of semigroups) of exponent ω and Γ is a set of relations over S preserved by the operation defined by the polynomial f(x,y,z) = xy ω− 1 z over S, then CSP(Γ) is tractable. This theorem strictly improves on results of Feder and Vardi and Bulatov et al. and we demonstrate it by reproving an upper bound of Klíma et al.
We also investigate systematically the tractability of CSP(Γ) when Γ is a set of relations closed under operations that are all expressible as polynomials over a finite semigroup S. In particular, if S is a nilpotent group, we show that CSP(Γ) is tractable iff one of these polynomials defines a Malt’sev operation, and conjecture that this holds for all groups.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bulatov, A.: A dichotomy theorem for constraints on a three-element set. In: Proc. of 43rd Foundations of Comp. Sci (FOCS 2002), pp. 649–658 (2002)
Bulatov, A.: Malt’sev constrains are tractable. In: Electronic Colloquium on Computational Complexity (ECCC) (2002)
Bulatov, A., Dalmau, V.: A simple algorithm for Malt’sev constraints (submitted 2005)
Bulatov, A., Jeavons, P.: An algebraic approach to multi-sorted constraints. In: Rossi, F. (ed.) CP 2003. LNCS, vol. 2833, pp. 183–198. Springer, Heidelberg (2003)
Bulatov, A., Jeavons, P., Volkov, M.: Finite semigroups imposing tractable constraints. In: Gomez, G., Silva, P., Pin, J.-E. (eds.) Semigroups, Algorithms, Automata and Languages, pp. 313–329. WSP (2002)
Bulatov, A., Krokhin, A., Jeavons, P.: Constraint satisfaction problems and finite algebras. In: Welzl, E., Montanari, U., Rolim, J.D.P. (eds.) ICALP 2000. LNCS, vol. 1853, pp. 272–282. Springer, Heidelberg (2000)
Dalmau, V.: A new tractable class of constraint satisfaction problems. In: 6th Int. Symp on Artificial Intelligence and Mathematics (2000)
Dalmau, V., Pearson, J.: Closure functions and width 1 problems. In: Jaffar, J. (ed.) CP 1999. LNCS, vol. 1713, pp. 159–173. Springer, Heidelberg (1999)
Feder, T.: Constraint satisfaction on finite groups with near subgroups. In: Electronic Colloquium on Computational Complexity (ECCC) (2005)
Feder, T., Vardi, M.Y.: The computational structure of monotone monadic SNP and constraint satisfaction: A study through datalog and group theory. SIAM J. on Computing 28(1), 57–104 (1998)
Jeavons, P.: On the algebraic structure of combinatorial problems. Theoretical Computer Science 200(1-2), 185–204 (1998)
Jeavons, P., Cohen, D., Gyssens, M.: Closure properties of constraints. J. ACM 44(4), 527–548 (1997)
Klíma, O., Tesson, P., Thérien, D.: Dichotomies in the complexity of solving systems of equations over finite semigroups. Theory of Computing Systems (2005)
Larose, B., Zádori, L.: Taylor terms, constraint satisfaction and the complexity of polynomial equations over finite algebras. Submitted for publication (2004)
Pin, J.-É.: PG = BG, a success story. In: Fountain, J. (ed.) NATO Advanced Study Institute Semigroups, Formal Languages and Groups, pp. 33–47. Kluwer Academic Publishers, Dordrecht (1995)
Schaefer, T.J.: The complexity of satisfiability problems. In: Proc. 10th ACM STOC, pp. 216–226 (1978)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2005 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Dalmau, V., Gavaldà, R., Tesson, P., Thérien, D. (2005). Tractable Clones of Polynomials over Semigroups. In: van Beek, P. (eds) Principles and Practice of Constraint Programming - CP 2005. CP 2005. Lecture Notes in Computer Science, vol 3709. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11564751_17
Download citation
DOI: https://doi.org/10.1007/11564751_17
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-29238-8
Online ISBN: 978-3-540-32050-0
eBook Packages: Computer ScienceComputer Science (R0)