Noel Arteche, Erfan Khaniki, Ján Pich, Rahul Santhanam
{"title":"From Proof Complexity to Circuit Complexity via Interactive Protocols","authors":"Noel Arteche, Erfan Khaniki, Ján Pich, Rahul Santhanam","doi":"arxiv-2405.02232","DOIUrl":null,"url":null,"abstract":"Folklore in complexity theory suspects that circuit lower bounds against\n$\\mathbf{NC}^1$ or $\\mathbf{P}/\\operatorname{poly}$, currently out of reach,\nare a necessary step towards proving strong proof complexity lower bounds for\nsystems like Frege or Extended Frege. Establishing such a connection formally,\nhowever, is already daunting, as it would imply the breakthrough separation\n$\\mathbf{NEXP} \\not\\subseteq \\mathbf{P}/\\operatorname{poly}$, as recently\nobserved by Pich and Santhanam (2023). We show such a connection conditionally for the Implicit Extended Frege proof\nsystem ($\\mathsf{iEF}$) introduced by Kraj\\'i\\v{c}ek (The Journal of Symbolic\nLogic, 2004), capable of formalizing most of contemporary complexity theory. In\nparticular, we show that if $\\mathsf{iEF}$ proves efficiently the standard\nderandomization assumption that a concrete Boolean function is hard on average\nfor subexponential-size circuits, then any superpolynomial lower bound on the\nlength of $\\mathsf{iEF}$ proofs implies $\\#\\mathbf{P} \\not\\subseteq\n\\mathbf{FP}/\\operatorname{poly}$ (which would in turn imply, for example,\n$\\mathbf{PSPACE} \\not\\subseteq \\mathbf{P}/\\operatorname{poly}$). Our proof\nexploits the formalization inside $\\mathsf{iEF}$ of the soundness of the\nsum-check protocol of Lund, Fortnow, Karloff, and Nisan (Journal of the ACM,\n1992). This has consequences for the self-provability of circuit upper bounds\nin $\\mathsf{iEF}$. Interestingly, further improving our result seems to require\nprogress in constructing interactive proof systems with more efficient provers.","PeriodicalId":501024,"journal":{"name":"arXiv - CS - Computational Complexity","volume":"50 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - CS - Computational Complexity","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2405.02232","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.