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Absorbing Random Walks and the NAE2SAT Problem

机译:吸收随机游走和NAE2SAT问题

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In this paper, we propose a simple, randomized algorithm for the NAE2SAT problem; the analysis of the algorithm uses the theory of symmetric, absorbing random walks. NAESAT (Not-All-Equal SAT) is the variant of the Satisfiability problem (SAT), in which we are interested in an assignment that satisfies all the clauses, but falsifies at least one literal in each clause. We show that the NAE2SAT problem admits an extremely simple literal-flipping algorithm, in precisely the same way that 2SAT does. On a satisfiable instance involving n variables, our algorithm finds a satisfying assignment using at most 9/4n~2 verification calls with probability at least 5/6. The randomized algorithm takes O(1) extra space, in the presence of a verifier and provides an interesting insight into checking whether a graph is bipartite. It must be noted that the bounds we derive are much sharper than the ones in [1].
机译:在本文中,我们为NAE2SAT问题提出了一种简单的随机算法。该算法的分析使用对称,吸收随机游走的理论。 NAESAT(非完全相等SAT)是可满足性问题(SAT)的变体,在该问题中,我们对一种满足所有条款但又伪造每个条款中至少一个文字的赋值感兴趣。我们证明,NAE2SAT问题采用了一种非常简单的文字翻转算法,与2SAT完全一样。在涉及n个变量的可满足实例上,我们的算法使用最多9 / 4n〜2个验证调用(概率至少为5/6)找到令人满意的分配。该随机算法在存在验证程序的情况下占用O(1)额外空间,并为检查图是否为二分图提供了有趣的见解。必须指出的是,我们得出的界限比[1]中的界限要清晰得多。

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