On the possibility of faster SAT algorithms

SODA(2010)

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摘要
We describe reductions from the problem of determining the satisfiability of Boolean CNF formulas (CNF-SAT) to several natural algorithmic problems. We show that attaining any of the following bounds would improve the state of the art in algorithms for SAT: • an O(nk-ε) algorithm for k-Dominating Set, for any k ≥ 3, • a (computationally efficient) protocol for 3-party set disjointness with o(m) bits of communication, • an n°(d) algorithm for d-SUM, • an O(n5-ε) algorithm for 2-SAT formulas with m = n1+0(1) clauses, where two clauses may have unrestricted length, and • an O((n + m)k-ε) algorithm for HornSat with k unrestricted length clauses. One may interpret our reductions as new attacks on the complexity of SAT, or sharp lower bounds conditional on exponential hardness of SAT.
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关键词
2-sat formula,new attack,unrestricted length,faster sat algorithm,exponential hardness,boolean cnf formula,k unrestricted length clause,following bound,natural algorithmic problem,3-party set disjointness,k-dominating set,lower bound,satisfiability,dominating set
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