Abstract
It is known that random k-SAT instances with at least dn clauses where d = d k is a suitable constant are unsatisfiable (with high probability). This paper deals with the question to certify the unsatisfiability of a random 3-SAT instance in polynomial time. A backtracking based algorithm of Beame et al. works for random 3-SAT instances with at least n 2/ log n clauses. This is the best result known by now.
We improve the n 2/ log n bound attained by Beame et al. to n 3/2+ε for any ε > 0. Our approach extends the spectral approach introduced to the study of random k-SAT instances for k ≥ 4 in previous work of the second author.
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References
Dimitris Achlioptas. Setting 2 variables at a time yields a new lower bound for random 3-SAT. In Proceedings SToC 2000.
Dimitris Achlioptas, Ehud Friedgut. A threshold for random k-colourability. Random Structures and Algorithms 1999.
Noga Alon, Nabil Kahale. A spectral technique for colouring random 3-colourable graphs (preliminary version). In Proceedings SToC 1994. ACM. 346–355.
Noga Alon, Joel H. Spencer. The probabilistic method. Wiley & Sons Inc. 1992.
Paul Beame, Richard Karp, Toniann Pitassi, Michael Saks. On the complexity of unsatisfiability proofs for random k-CNF formulas. 1997.
Paul Beame, Toniann Pitassi. Simplified and improved resolution lower bounds. In Proceedings FoCS 1996. IEEE. 274–282.
Bela Bollobas. Random Graphs. Academic Press. 1985.
Fan R. K. Chung. Spectral Graph Theory. American Mathematical Society. 1997.
Vasek Chvatal, Bruce Reed. Mick gets some (the odds are on his side). In Proceedings 33nd FoCS 1992. IEEE. 620–627.
Vasek Chvatal, Endre Szemeredi. Many hard examples for resolution. Journal of the ACM 35(4), 1988, 759–768.
J. M. Crawford, L. D. Auton. Experimental results on the crossover point in random 3SAT. Artificial Intelligence 81, 1996.
Joel Friedman. Combinatorica, 1991.
Ehud Friedgut. Necessary and sufficient conditions for sharp thresholds of graph properties and the k-SAT problem. Journal of the American Mathematical Society 12, 1999, 1017–1054.
Alan M. Frieze, Stephen Suen. Analysis of two simple heuristics on a random instance of k-SAT. Journal of Algorithms 20(2), 1996, 312–355.
Xudong Fu. The complexity of the resolution proofs for the random set of clauses. Computational Complexity, 1998.
Andreas Goerdt. A threshold for unsatisfiability. Journal of Computer and System Sciences 53, 1996, 469–486.
Andreas Goerdt, Michael Krivelevich. Efficient recognition of random unsatisfiable k-SAT instances by spectral methods. In Proceedings STACS 2001. LNCS.
Russel Impagliazzo, Moni Naor. Efficient cryptographic schemes provably as secure as subset sum. Journal of cryptology 9, 1996, 199–216.
Lefteris M. Kirousis, Evangelos Kranakis, Danny Krizanc, Yiannis Stamatiou. Approximating the unsatisfiability threshold of random formulas. Random Structures and Algorithms 12(3), 1998, 253–269.
A. D. Petford, Dominic Welsh. A randomised 3-colouring algorithm. Discrete Mathematics 74, 1989, 253–261.
Uwe Schöning. Logic for Computer Science. Birkhäuser.
Bart Selman, David G. Mitchell, Hector J. Levesque. Generating hard satisfiability problems. Artificial Intelligence 81(1-2), 1996, 17–29.
Gilbert Strang. Linear Algebra and its Applications. Harcourt Brace Jovanovich, Publishers, San Diego. 1988.
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Friedman, J., Goerdt, A. (2001). Recognizing More Unsatisfiable Random 3-SAT Instances Efficiently. In: Orejas, F., Spirakis, P.G., van Leeuwen, J. (eds) Automata, Languages and Programming. ICALP 2001. Lecture Notes in Computer Science, vol 2076. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-48224-5_26
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DOI: https://doi.org/10.1007/3-540-48224-5_26
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