论存在MSO及其与ETH的关系

R. Ganian, Ronald de Haan, Iyad A. Kanj, Stefan Szeider
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摘要

Impagliazzo等人提出了一个框架,基于定义复杂度类SNP的逻辑片段,来识别等价于k-CNF-Sat模次指数时间可约性(自可约性)的问题。这些问题的亚指数时间可解性意味着指数时间假设(ETH)的失效。在本文中,我们扩展了Impagliazzo等人的框架,并确定了一组更大的问题,这些问题等价于k-CNF-Sat模自约性。我们提出了一个复杂性类,称为线性一元NP,它由所有可在存在一元二阶逻辑中表达的问题组成,这些问题的表达式在复杂度参数方面具有线性度量,通常是问题的宇宙大小。这一研究方向可以追溯到费金的著名定理,即NP与存在二阶逻辑中可表达的一类问题重合。一元NP是文献中研究较多的一类,它是上述逻辑片段对存在一元二阶逻辑的限制。所提出的线性一元NP类是一元NP对其表达式在复杂度参数上具有线性测度的问题的约束。我们证明了线性一元NP包含许多自然完备问题,如线性大小电路的可满足性、支配集、独立支配集和完美码。因此,对于这些问题中的任何一个,其次指数时间可解性等同于ETH的失效。我们使用逻辑游戏证明,上述问题在SNP的一元片段中是无法表达的,因此,Impagliazzo等人的框架无法捕获。最后,我们证明了反馈顶点集在存在一元二阶逻辑中是不可表示的,因此不在线性一元NP中,并研究了反馈顶点集(及其变体)与3-CNF-Sat之间存在某些约简。
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On Existential MSO and Its Relation to ETH
Impagliazzo et al. proposed a framework, based on the logic fragment defining the complexity class SNP, to identify problems that are equivalent to k-CNF-Sat modulo subexponential-time reducibility (serf-reducibility). The subexponential-time solvability of any of these problems implies the failure of the Exponential Time Hypothesis (ETH). In this article, we extend the framework of Impagliazzo et al. and identify a larger set of problems that are equivalent to k-CNF-Sat modulo serf-reducibility. We propose a complexity class, referred to as Linear Monadic NP, that consists of all problems expressible in existential monadic second-order logic whose expressions have a linear measure in terms of a complexity parameter, which is usually the universe size of the problem. This research direction can be traced back to Fagin’s celebrated theorem stating that NP coincides with the class of problems expressible in existential second-order logic. Monadic NP, a well-studied class in the literature, is the restriction of the aforementioned logic fragment to existential monadic second-order logic. The proposed class Linear Monadic NP is then the restriction of Monadic NP to problems whose expressions have linear measure in the complexity parameter. We show that Linear Monadic NP includes many natural complete problems such as the satisfiability of linear-size circuits, dominating set, independent dominating set, and perfect code. Therefore, for any of these problems, its subexponential-time solvability is equivalent to the failure of ETH. We prove, using logic games, that the aforementioned problems are inexpressible in the monadic fragment of SNP, and hence, are not captured by the framework of Impagliazzo et al. Finally, we show that Feedback Vertex Set is inexpressible in existential monadic second-order logic, and hence is not in Linear Monadic NP, and investigate the existence of certain reductions between Feedback Vertex Set (and variants of it) and 3-CNF-Sat.
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