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Improved Upper Bounds for 3-SAT

机译:改进了3-SAT的上限

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This paper presents a new upper bound for the k -satisfiability problem. For small k 's, especially for k = 3 , there have been a lot of algorithms which run significantly faster than the trivial 2 n bound. The following list summarizes those algorithms where a constant c means that the algorithm runs in time O ( c n ) . Roughly speaking most algorithms are based on Davis-Putnam. cite{Sch99} is the first local search algorithm which gives a guaranteed performance for general instances and cite{DGH+02}, cite{HSSW02} and cite{BS03} follow up this Sch"oning's approach. 3-SAT | 4-SAT | 5-SAT | 6-SAT | type | ref. ------------------------------------------------- 1.782 | 1.835 | 1.867 | 1.888 | det. | [PPZ97] 1.618 | 1.839 | 1.928 | 1.966 | det. | [MS85] 1.588 | 1.682 | 1.742 | 1.782 | prob. | [PPZ97] 1.579 | - | - | - | det. | [Sch92] 1.505 | - | - | - | det. | [Kul99] 1.481 | 1.6 | 1.667 | 1.75 | det. | [DGH+02] 1.362 | 1.476 | 1.569 | 1.637 | prob. | [PPSZ98] 1.334 | 1.5 | 1.6 | 1.667 | prob. | [Sch99] 1.3302 | - | - | - | prob. | [HSSW02] 1.3290 | - | - | - | prob. | [BS03] 1.324 | 1.474 | - | - | prob. | [*] Our new bounds are denoted by [*] in the above list, namely we prove that for any satisfiable n -variable 3-CNF (4-CNF) formula F , there exists a randomized algorithm that finds a satisfying assignment of F in expected running time O (1 32 4 n ) ( O (1 47 4 n ) ). The basic idea is to combine two existing algorithms, the one by Paturi, Pudl'ak, Saks and Zane cite{PPSZ98} and the other by Sch"oning cite{Sch99}. It should be noted, however, that simply running the two algorithms independently does not seem to work. Also, our approach can escape one of the most complicated portions in the analysis of cite{PPSZ98}. In this paper we focus on the 3-SAT case; the 4-SAT case is very similar and may be omitted. The same approach does not improve the bounds for 5-SAT or more.
机译:本文提出了k可满足性问题的新上限。对于较小的k,尤其是对于k = 3,有许多算法的运行速度明显快于2 n的琐事。以下列表总结了那些算法,其中常数c表示算法在时间O(c n)内运行。粗略地讲,大多数算法都基于Davis-Putnam。 cite {Sch99}是第一个为一般实例提供有保证性能的本地搜索算法, cite {DGH + 02}, cite {HSSW02}和 cite {BS03}遵循了此Schoning方法。3- SAT | 4-SAT | 5-SAT | 6-SAT |类型|参考-------------------------------- ----------------- 1.782 | 1.835 | 1.867 | 1.888 |单位| [PPZ97] 1.618 | 1.839 | 1.928 | 1.966 |单位| [MS85] 1.588 | 1.682 | 1.742 | 1.782 |概率| [PPZ97] 1.579 |-|-|-|单位| [Sch92] 1.505 |-|-|-|单位| [Kul99] 1.481 | 1.6 | 1.667 | 1.75 |单位| [DGH +02] 1.362 | 1.476 | 1.569 | 1.637 |概率| [PPSZ98] 1.334 | 1.5 | 1.6 | 1.667 |概率| [Sch99] 1.3302 |-|-|--概率| [HSSW02] 1.3290 |---- |-|概率| [BS03] 1.324 | 1.474 |-|-|概率| [*]在上面的列表中,我们的新界限由[*]表示,即我们证明对于任何可满足的n变量3-CNF (4-CNF)公式F,存在一种随机算法,该算法在预期运行时间O(1 32 4 n)(O (1 47 4 n))。基本思想是将两种现有算法结合起来,一种是Paturi,Pudl'ak,Saks和Zane cite {PPSZ98},另一种是Schoning cite {Sch99}。然而,应注意的是简单地单独运行两个算法似乎不起作用,而且,我们的方法可以逃避 cite {PPSZ98}分析中最复杂的部分之一。在本文中,我们重点介绍3-SAT情况; 4-SAT情况非常相似,可以省略,相同的方法不能改善5-SAT或更高的边界。

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