多项式时间逼近方案的测度假设与效率

Mathias Hauptmann
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摘要

优化问题X的多项式时间近似格式是这样一种算法A:对于X的每一个实例X,每一个O > 0, A计算一个(1 + O)——对于某个函数f,实例X (X)在时间上的近似解为O(| X |f(1/ O))。如果对于某个函数g, A的运行时间以g(1/ O)·|x|O(1)为界,则A被称为有效的多项式时间近似方案。PTAS表示存在多时近似方案的所有NP优化问题的类别,EPTAS表示存在有效多时近似方案的所有NP优化问题的类别。p6 = NP是否意味着包含EPTAS的严格性,这是一个有待解决的问题。Bazgan[2]和独立的Cesati和Trevisan[5]在更强的假设FPT 6= W [P]下给出了分离。本文在一些不同的假设下证明了EPTAS (PTAS),即存在具有确定性时间复杂度的超多项式下界的NP搜索问题ΠR。该假设弱于NP机假设[15],因此由度量假设μp(NP) 6= 0隐含。此外,使用一个复杂的组合计数论证,我们构造了一个递归预言,在这个预言下,我们的假设成立,而Cesati和Trevisan的假设不成立,这意味着使用相对证明技术,我们不能证明我们的假设意味着FPT 6= W [P]。
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The Measure Hypothesis and Efficiency of Polynomial Time Approximation Schemes
A polyomial time approximation scheme for an optimization problem X is an algorithm A such that for each instance x of X and each ǫ > 0, A computes a (1 + ǫ)-approximate solution to instance x of X in time is O(|x|f(1/ǫ)) for some function f . If the running time of A is instead bounded by g(1/ǫ) · |x|O(1) for some function g, A is called an efficient polynomial time approximation scheme. PTAS denotes the class of all NP optimization problems for which a polytime approximation scheme exists, and EPTAS is the class of all such problems for which an efficient polytime approximation scheme exists. It is an open question whether P 6= NP implies the strictness of the inclusion EPTAS ⊆ PTAS. Bazgan [2] and independently Cesati and Trevisan [5] gave a separation under the stronger assumption FPT 6= W [P ]. In this paper we prove EPTAS ( PTAS under some different assumption, namely existence of NP search problems ΠR with a superpolynomial lower bound for the deterministic time complexity. This assumption is weaker than the NP Machine Hypothesis [15] and hence is implied by the Measure Hypothesis μp(NP ) 6= 0. Furthermore, using a sophisticated combinatorial counting argument we construct a recursive oracle under which our assumption holds but that of Cesati and Trevisan does not hold, implying that using relativizing proof techniques one cannot show that our assumption implies FPT 6= W [P ].
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