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Constraint Satisfaction with Countable Homogeneous Templates

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Computer Science Logic (CSL 2003)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 2803))

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Abstract

For a fixed countable homogeneous relational structure Γ we study the computational problem whether a given finite structure of the same signature homomorphically maps to Γ. This problem is known as the constraint satisfaction problem CSP(Γ) for Γ and was intensively studied for finite Γ. We show that – as in the case of finite Γ – the computational complexity of CSP(Γ) for countable homogeneous Γ is determinded by the clone of polymorphisms of Γ. To this end we prove the following theorem which is of independent interest: The primitive positive definable relations over an ω-categorical structure Γ are precisely the relations that are invariant under the polymorphisms of Γ.

Constraint satisfaction with countable homogeneous templates is a proper generalization of constraint satisfaction with finite templates. If the age of Γ is finitely axiomatizable, then CSP(Γ) is in NP. If Γ is a digraph we can use the classification of homogeneous digraphs by Cherlin to determine the complexity of CSP(Γ).

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References

  1. Allen, J.F.: Maintaining knowledge about temporal intervals. Communications of the ACM 26(11), 832–843 (1983)

    Article  MATH  Google Scholar 

  2. Baader, F., Schulz, K.: Combining constraint solving. In: Comon, H., March, C., Treinen, R. (eds.) Constraints in Computational Logics (2001)

    Google Scholar 

  3. Bodirsky, M., Duchier, D., Niehren, J., Miele, S.: A new algorithm for normal dominance constraints (2003)

    Google Scholar 

  4. Bodirsky, M., Kutz, M.: Pure dominance constraints. In: Alt, H., Ferreira, A. (eds.) STACS 2002. LNCS, vol. 2285, pp. 287–298. Springer, Heidelberg (2002)

    Chapter  Google Scholar 

  5. Bodnarčuk, V.G., Kalužnin, L.A., Kotov, V.N., Romov, B.A.: Galois theory for post algebras, part I and II. Cybernetics 5, 243–539 (1969)

    Article  Google Scholar 

  6. Bulatov, A.: Tractable constraint satisfaction problems on a 3-element set. Research Report (2002)

    Google Scholar 

  7. Bulatov, A., Krokhin, A., Jeavons, P.G.: Classifying the complexity of constraints using finite algebras (2003) (submitted)

    Google Scholar 

  8. Cameron, P.J.: Oligomorphic Permutation Groups. Cambridge University Press, Cambridge (1990)

    Book  MATH  Google Scholar 

  9. Cameron, P.J.: The random graph. In: Graham, R.L., Nesetril, J. (eds.) The Mathematics of Paul Erdõs (1996)

    Google Scholar 

  10. Cherlin, G.: The classification of countable homogeneous directed graphs and countable homogeneous n-tournaments. AMS Memoir 131(621) (January 1998)

    Google Scholar 

  11. Cornell, T.: On determining the consistency of partial descriptions of trees. In: 32nd Annual Meeting of the Association for Computational Linguistics (ACL 1994), pp. 163–170 (1994)

    Google Scholar 

  12. Dalmau, V.: Computational complexity of problems over generalized formulas. PhD-thesis at the Departament de Llenguatges I Sistemes Informatics at the Universitat Politecnica de Catalunya (2000)

    Google Scholar 

  13. Dalmau, V.: A new tractable class of constraint satisfaction problems. In: 6th International Symposium on Mathematics and Artificial Intelligence (2000)

    Google Scholar 

  14. Dechter, R.: Local and global relational consistency. Journal of Theoretical Computer Science (1996)

    Google Scholar 

  15. Droste, M.: Structure of partially ordered sets with transitive automorphism groups. AMS Memoir 57(334) (September 1985)

    Google Scholar 

  16. Droste, M., Holland, W., Macpherson, D.: Automorphism groups of infinite semilinear orders (i). Proc. London Math. Soc. 58, 454–478 (1989)

    Article  MATH  MathSciNet  Google Scholar 

  17. Feder, T., Vardi, M.: The computational structure of monotone monadic SNP and constraint satisfaction: A study through datalog and group theory. SIAM J. Comput. 28, 57–104 (1999)

    Article  MathSciNet  Google Scholar 

  18. Fraïssé, R.: Theory of Relations. North-Holland, Amsterdam (1986)

    MATH  Google Scholar 

  19. Garey, Johnson: A Guide to NP-completeness. CSLI Press, Stanford (1978)

    Google Scholar 

  20. Hell, P., Nešetřil, J.: On the complexity of H-coloring. Journal of Combinatorial Theory, Series B 48, 92–110 (1990)

    Article  MATH  MathSciNet  Google Scholar 

  21. Hell, P., Nešetřil, J., Zhu, X.: Duality and polynomial testing of tree homomorphisms. Trans. Amer. Math. Soc. 348(4), 1281–1297 (1996)

    Article  MATH  MathSciNet  Google Scholar 

  22. Hodges, W.: A shorter model theory. Cambridge University Press, Cambridge (1997)

    MATH  Google Scholar 

  23. Jeavons, P., Cohen, D., Gyssens, M.: Closure properties of constraints. Journal of the ACM 44(4), 527–548 (1997)

    Article  MATH  MathSciNet  Google Scholar 

  24. Jeavons, P., Jonsson, P., Krokhin, A.A.: Reasoning about temporal relations: The tractable subalgebras of allen’s interval algebra. JACM (to appear)

    Google Scholar 

  25. Kirchner, H., Ringeissen, C.: Combining symbolic constraint solvers on algebraic domains. Journal of Symbolic Computation 18(2), 113–155 (1994)

    Article  MATH  MathSciNet  Google Scholar 

  26. Lachlan, A.H.: Countable homogeneous tournaments. Trans. Amer. Math. Soc. 284, 431–461 (1984)

    Article  MATH  MathSciNet  Google Scholar 

  27. Lachlan, A.H., Woodrow, R.: Countable ultrahomogeneous undirected graphs. Trans. Amer. Math. Soc. 262(1), 51–94 (1980)

    Article  MATH  MathSciNet  Google Scholar 

  28. Larose, B., Tardif, C.: Strongly rigid graphs and projectivity. Multiple-Valued Logic 7, 339–361 (2001)

    MATH  MathSciNet  Google Scholar 

  29. Łuczak, T., Nešeřil, J.: Projective graphs (2003) (submitted)

    Google Scholar 

  30. Nebel, B., Bürckert, H.-J.: Reasoning about temporal relations: A maximal tractable subclass of Allen’s interval algebra. Journal of the ACM 42(1), 43–66 (1995)

    Article  MATH  Google Scholar 

  31. Pöschel, R.: A general galois theory for operations and relations and concrete characterization of related algebraic structures. Technical Report of Akademie der Wissenschaften der DDR, Berlin (1980)

    Google Scholar 

  32. Pöschel, R., Kalužnin, L.A.: Funktionen-und Relationenalgebren. DVW (1979)

    Google Scholar 

  33. Rosenberg, I.G.: Strongly rigid relations. Rocky Mountain Journal of Mathematics 3(4), 631–639 (1973)

    Article  MATH  MathSciNet  Google Scholar 

  34. Rosenberg, I.G., Schweigert, D.: Locally maximal clones. J. Algorithms, Languages and Combinatorics 5(4), 421–455 (2000)

    MATH  Google Scholar 

  35. Schaeffer, T.J.: The complexity of satisfiability problems. In: Proc. 10th ACM Symp. on Theory of Computing, pp. 216–226 (1978)

    Google Scholar 

  36. Schmerl, J.H.: Countable homogeneous partially ordered sets. Algebra Universalis 9, 317–321 (1979)

    Article  MATH  MathSciNet  Google Scholar 

  37. Szabó, L.: Concrete representation of relatied structures of universal algebras. Acta Sci. Math (Szeged) 40, 175–184 (1978)

    MATH  MathSciNet  Google Scholar 

  38. Szendrei, A.: Clones in universal Algebra. Seminaire de mathematiques superieures. Les Presses de L’Universite de Montreal (1986)

    Google Scholar 

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Bodirsky, M., Nešetřil, J. (2003). Constraint Satisfaction with Countable Homogeneous Templates. In: Baaz, M., Makowsky, J.A. (eds) Computer Science Logic. CSL 2003. Lecture Notes in Computer Science, vol 2803. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-45220-1_5

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  • DOI: https://doi.org/10.1007/978-3-540-45220-1_5

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-40801-7

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