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arXiv 2011.02320cs.CCcs.CL
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PCP定理、SETH及更多:证明次线性时间不可近似性

PCP Theorems, SETH and More: Towards Proving Sub-linear Time Inapproximability

Hengzhao Ma, Jianzhong Li

摘要:

在本文中,我们提出了次线性时间不可逼近的PCP类定理。Abboud等人设计了次二次时间不可逼近的分布式PCP框架。我们证明了分布式PCP定理可以推广到证明任意多项式时间的不可逼近性,但在线性情况下失败。我们证明了次线性PCP定理适应从MA协议的集合包含问题,并展示了如何使用该定理证明现有的和新的不可逼近的结果,展示了次线性PCP定理的力量。考虑到近年来关于次线性时间算法的研究工作,次线性PCP定理对于指导次线性时间近似算法的研究具有重要意义。

英文摘要:

In this paper we propose the PCP-like theorem for sub-linear time inapproximability. Abboud et al. have devised the distributed PCP framework for sub-quadratic time inapproximability. We show that the distributed PCP theorem can be generalized for proving arbitrary polynomial time inapproximability, but fails in the linear case. We prove the sub-linear PCP theorem by adapting from an MA-protocol for the Set Containment problem, and show how to use the theorem to prove both existing and new inapproximability results, exhibiting the power of the sub-linear PCP theorem. Considering the emerging research works on sub-linear time algorithms, the sub-linear PCP theorem is important in guiding the research in sub-linear time approximation algorithms.

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