An exact algorithm for the Boolean connectivity problem for k-CNF

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Abstract

We present an exact algorithm for a PSPACE-complete problem, denoted by CONNkSAT, which asks if the solution space for a given k-CNF formula is connected on the n-dimensional hypercube. The problem is known to be PSPACE-complete for k ≥ 3, and polynomial solvable for k ≤ 2 [6]. We show that CONN kSAT for k ≥ 3 is solvable in time for some constant εk > 0, where εk depends only on k, but not on n. This result is considered to be interesting due to the following fact shown by [5]: QBF-3-SAT, which is a typical PSPACE-complete problem, is not solvable in time O((2 - ε)n) for any constant ε > 0, provided that the SAT problem (with no restriction to the clause length) is not solvable in time O((2 - ε)n ) for any constant ε> 0. © 2010 Springer-Verlag.

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Makino, K., Tamaki, S., & Yamamoto, M. (2010). An exact algorithm for the Boolean connectivity problem for k-CNF. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 6175 LNCS, pp. 172–180). https://doi.org/10.1007/978-3-642-14186-7_15

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