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Combinatorial PCPs with Short Proofs

机译:简短证明的组合PCP

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摘要

The PCP theorem (Arora et. al., J. ACM 45(1, 3)) asserts the existence of proofs that can be verified by reading a very small part of the proof. Since the discovery of the theorem, there has been a considerable work on improving the theorem in terms of the length of the proofs, culminating in the construction of PCPs of quasi-linear length, by Ben-Sasson and Sudan (SICOMP 38(2)) and Dinur (J. ACM 54(3)). One common theme in the aforementioned PCP constructions is that they all rely heavily on sophisticated algebraic machinery. The aforementioned work of Dinur (J. ACM 54(3)) suggested an alternative approach for constructing PCPs, which gives a simpler and arguably more intuitive proof of the PCP theorem using combinatorial techniques. However, this combinatorial construction only yields PCPs of polynomial length, and is therefore inferior to the algebraic constructions in this respect. This gives rise to the natural question of whether the proof length of the algebraic constructions can be matched using the combinatorial approach. In this work, we provide a combinatorial construction of PCPs of length ncdotleft(log nright)^{O(loglog n)}, coming very close to the state of the art algebraic constructions (whose proof length is ncdotleft(log nright)^{O(1)} ). To this end, we develop a few generic PCP techniques which may be interesting in their own right. It should be mentioned that our construction does use low degree polynomials at one point. However, our use of polynomials is confined to the construction of error correcting codes with a certain simple multiplication property, and it is conceivable that such codes can be constructed without the use of polynomials.
机译:PCP定理(Arora等,J。ACM 45(1,3))断言存在证明,可以通过阅读证明的很小一部分来证明。自从发现定理以来,在证明长度方面进行了大量改进工作,最终由Ben-Sasson和Sudan构造了准线性长度的PCP(SICOMP 38(2))。 )和Dinur(J. ACM 54(3))。上述PCP构造的一个共同主题是,它们都严重依赖于复杂的代数机械。 Dinur(J. ACM 54(3))的上述工作提出了一种构建PCP的替代方法,该方法使用组合技术给出了PCP定理的更简单且可能更直观的证明。但是,这种组合构造仅产生多项式长度的PCP,因此在这方面不如代数构造。这引起了一个自然的问题,即是否可以使用组合方法来匹配代数构造的证明长度。在这项工作中,我们提供了长度为ncdotleft(log nright)^ {O(loglog n)}的PCP的组合构造,非常接近现有的代数构造(其证明长度为ncdotleft(log nright)^ { O(1)})。为此,我们开发了一些可能本身很有趣的通用PCP技术。应该提到的是,我们的构造在一点上确实使用了低次多项式。然而,我们对多项式的使用仅限于具有一定简单乘法特性的纠错码的构造,并且可以想到,可以在不使用多项式的情况下构造此类代码。

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