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Combinatorial Results on Directed Hypergraphs for the SAT Problem

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Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9501))

Abstract

Directed hypergraphs have already been shown to unveil several combinatorial inspired results for the SAT problem. In this paper we approach the SAT problem by searching a transversal of the directed hypergraphs associated to its instance. We introduce some particular clause orderings and study their influence on the backtrack process, exhibiting a new subclass of CNF for which SAT is polynomial. Based on unit resolution and a novel dichotomous search, a new DPLL-like algorithm and a renaming-based combinatorial approach are proposed. We then investigate the study of weak transversals in this setting and reveal a new degree of a CNF formula unsatisfiability and a structural result about unsatisfiable formulae.

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References

  1. Ausiello, G.: Directed hypergraphs: data structures and applications. In: Dauchet, M., Nivat, M. (eds.) CAAP 1988. LNCS, vol. 299, pp. 295–303. Springer, Heidelberg (1988)

    Google Scholar 

  2. Davis, M., Logemann, G., Loveland, D.: A machine program for theorem-proving. Commun. ACM 5(7), 394–397 (1962)

    Article  MathSciNet  MATH  Google Scholar 

  3. Davis, M., Putnam, H.: A computing procedure for quantification theory. J. ACM 7, 201–215 (1960)

    Article  MathSciNet  MATH  Google Scholar 

  4. Eiter, T., Gottlob, G., Makino, K.: New results on monotone dualization and generating hypergraph transversals. In: Proceedings of 34th ACM Symposium on Theory of Computing, Montreal, Quebec, Canada, 19–21 May 2002

    Google Scholar 

  5. Fiduccia, C.M., Mattheyses, R.M.: A linear time heuristic for improving network partitions. In: Proceedings of ACM/IEEE Design Automation Conference, pp. 175–181 (1982)

    Google Scholar 

  6. Gallo, G., Gentile, C., Pretolani, D., Rago, G.: Max Horn sat and the minimum cut problem in directed hypergraphs. Math. Program. 80, 213–237 (1998)

    MathSciNet  MATH  Google Scholar 

  7. Gallo, G., Longo, G., Pallottino, S., Nguyen, S.: Directed hypergraphs and applications. Discrete Appl. Math. 42, 177–201 (1993)

    Article  MathSciNet  MATH  Google Scholar 

  8. Garey, M., Johnson, D.: Computers and Intractability: A Guide to the Theory of NP-Completeness. Freeman, New York (1979)

    MATH  Google Scholar 

  9. Garey, M., Johnson, D., Stockmeyer, L.: Some simplified np-complete graph problems. Theor. Comput. Sci. 1, 237–267 (1976)

    Article  MathSciNet  MATH  Google Scholar 

  10. Kavvadias, D., Papadimitriou, C.H., Sideri, M.: On Horn envelopes and hypergraph transversals. In: Ng, K.W., Raghavan, P., Balasubramanian, N.V., Chin, F.Y.L. (eds.) Algorithms and Computation. LNCS, vol. 762, pp. 399–405. Springer, Heidelberg (1993)

    Chapter  Google Scholar 

  11. Kernighan, B.W., Lin, S.: An efficient heuristic procedure for partitioning graphs. Bell Syst. Tech. J. 49, 291–307 (1970)

    Article  MATH  Google Scholar 

  12. Kullmann, O.: An application of matroid theory to the sat problem. Technical report, ECCC TR00-018 (2000)

    Google Scholar 

  13. Lewis, H.: Renaming a set of clauses as a horn set. J. Assoc. Comput. Mach. 25, 134–135 (1978)

    Article  MathSciNet  MATH  Google Scholar 

  14. Porschen, S., Speckenmeyer, E., Randerath, B.: On linear CNF formulas. In: Biere, A., Gomes, C.P. (eds.) SAT 2006. LNCS, vol. 4121, pp. 212–225. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  15. Torres, A.F., Araoz, J.D.: Combinatorial models for searching in knowledge bases. Mathematicas Acta Cient. Venez. 39, 387–394 (1988)

    MATH  Google Scholar 

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Correspondence to Madalina Croitoru .

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Croitoru, C., Croitoru, M. (2015). Combinatorial Results on Directed Hypergraphs for the SAT Problem. In: Croitoru, M., Marquis, P., Rudolph, S., Stapleton, G. (eds) Graph Structures for Knowledge Representation and Reasoning. GKR 2015. Lecture Notes in Computer Science(), vol 9501. Springer, Cham. https://doi.org/10.1007/978-3-319-28702-7_5

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  • DOI: https://doi.org/10.1007/978-3-319-28702-7_5

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-28701-0

  • Online ISBN: 978-3-319-28702-7

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