From Proof Complexity to Circuit Complexity via Interactive Protocols

Noel Arteche, Erfan Khaniki, Ján Pich, Rahul Santhanam
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Abstract

Folklore in complexity theory suspects that circuit lower bounds against $\mathbf{NC}^1$ or $\mathbf{P}/\operatorname{poly}$, currently out of reach, are a necessary step towards proving strong proof complexity lower bounds for systems like Frege or Extended Frege. Establishing such a connection formally, however, is already daunting, as it would imply the breakthrough separation $\mathbf{NEXP} \not\subseteq \mathbf{P}/\operatorname{poly}$, as recently observed by Pich and Santhanam (2023). We show such a connection conditionally for the Implicit Extended Frege proof system ($\mathsf{iEF}$) introduced by Kraj\'i\v{c}ek (The Journal of Symbolic Logic, 2004), capable of formalizing most of contemporary complexity theory. In particular, we show that if $\mathsf{iEF}$ proves efficiently the standard derandomization assumption that a concrete Boolean function is hard on average for subexponential-size circuits, then any superpolynomial lower bound on the length of $\mathsf{iEF}$ proofs implies $\#\mathbf{P} \not\subseteq \mathbf{FP}/\operatorname{poly}$ (which would in turn imply, for example, $\mathbf{PSPACE} \not\subseteq \mathbf{P}/\operatorname{poly}$). Our proof exploits the formalization inside $\mathsf{iEF}$ of the soundness of the sum-check protocol of Lund, Fortnow, Karloff, and Nisan (Journal of the ACM, 1992). This has consequences for the self-provability of circuit upper bounds in $\mathsf{iEF}$. Interestingly, further improving our result seems to require progress in constructing interactive proof systems with more efficient provers.
通过交互式协议从证明复杂性到电路复杂性
复杂性理论的民间传说认为,针对$\mathbf{NC}^1$或$\mathbf{P}/\operatorname{poly}$的电路下界,目前还遥不可及,是为弗雷格或扩展弗雷格等系统证明强证明复杂性下界的必要步骤。然而,从形式上建立这样的联系已经令人生畏,因为这将意味着突破性的分离$mathbf{NEXP}/not/subsete$。\not\subseteq \mathbf{P}/\operatorname{poly}$, 正如 Pich 和 Santhanam (2023) 最近所观察到的。我们为克拉伊夫切克(《符号逻辑杂志》,2004 年)引入的隐式扩展弗雷格证明系统($\mathsf{iEF}$)展示了这种有条件的联系,它能够形式化大部分当代复杂性理论。特别是,我们证明了如果 $\mathsf{iEF}$ 能够有效证明标准随机化假设,即对于亚指数大小的电路来说,一个具体的布尔函数平均很难,那么 $\mathsf{iEF}$ 证明长度的任何超多项式下限都意味着 $\#\mathbf{P}\不是/subseteq/mathbf{FP}/operatorname{poly}$(这反过来又意味着,例如,$mathbf{PSPACE}/operatorname{poly}$)。\不是/subseteq (mathbf{P}//operatorname{poly}$)。我们的证明利用了 $\mathsf{iEF}$ 内部对 Lund、Fortnow、Karloff 和 Nisan 的求和校验协议(Journal of the ACM,1992)合理性的形式化。这对 $\mathsf{iEF}$ 中电路上界的自证明性产生了影响。有趣的是,要进一步改进我们的结果,似乎需要在构建具有更高效证明器的交互式证明系统方面取得进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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