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P2 Consistency of circuit lower bounds with bounded theories

电路下界与有界理论的一致性
LMCS vol.Volume 16, Issue 22020匹配度 2/10 · 该论文属于有界算术、证明复杂度与电路下界的逻辑理论工作,虽涉及定理证明,但与用户核心关注的静态分析、LLM/Agent 与程序分析/形式化验证的交叉、浮点程序分析或贝叶斯程序分析均无直接关系。引用 15 inbox
Jan Bydzovsky, Jan Krajicek, Igor C. Oliveira
dblp: 2026-09-10crossref: 2026-09-10arxiv: 2026-09-10

AI 速览

一句话:证明若干有界算术理论无法证明对应复杂度类具有无限频繁的电路上界,即电路下界与这些理论相容。

论文从逻辑与有界算术视角研究电路复杂度下界。问题在于:能否证明一大类证明技术无法推出 NP 等类“无限频繁地容易”?作者考虑有界理论 T 与复杂度类 C 的组合:T^1_2 对 P^NP、S^1_2 对 NP、PV 对 P,证明对任意 k≥1,T 与“C 不包含于 i.o.SIZE(n^k)”相容。这意味着这些理论不能建立对应问题的无限频繁电路上界。该一致性结果是无条件的,改进了 KO17 与 BM18 关于 PV 的结果;由于较弱的 PV 已能形式化 PCP 定理,结果说明即使相当强的有界理论也无法排除电路下界。

问题
证明 P^NP 等类需要超线性电路是复杂度理论前沿,而对几乎所有输入长度的电路下界即使 MAEXP 也未解决。论文追问:能否证明一大类证明技术无法推出 NP 无限频繁容易?
方法
在有界算术理论 T^1_2、S^1_2、PV 中研究电路复杂度,证明对任意 k≥1,这些理论分别与 P^NP、NP、P 不包含于 i.o.SIZE(n^k) 相容。
评估
以逻辑一致性/不可证明性证明为评估,给出无条件结果,并与 KO17、BM18 的早期 PV 一致性结果比较;还强调 PV 已能形式化 PCP 定理。
原文摘要(Abstract)

Proving that there are problems in $\mathsf{P}^\mathsf{NP}$ that require boolean circuits of super-linear size is a major frontier in complexity theory. While such lower bounds are known for larger complexity classes, existing results only show that the corresponding problems are hard on infinitely many input lengths. For instance, proving almost-everywhere circuit lower bounds is open even for problems in $\mathsf{MAEXP}$. Giving the notorious difficulty of proving lower bounds that hold for all large input lengths, we ask the following question: Can we show that a large set of techniques cannot prove that $\mathsf{NP}$ is easy infinitely often? Motivated by this and related questions about the interaction between mathematical proofs and computations, we investigate circuit complexity from the perspective of logic. Among other results, we prove that for any parameter $k \geq 1$ it is consistent with theory $T$ that computational class ${\mathcal C} \not \subseteq \textit{i.o.}\mathrm{SIZE}(n^k)$, where $(T, \mathcal{C})$ is one of the pairs: $T = \mathsf{T}^1_2$ and ${\mathcal C} = \mathsf{P}^\mathsf{NP}$, $T = \mathsf{S}^1_2$ and ${\mathcal C} = \mathsf{NP}$, $T = \mathsf{PV}$ and ${\mathcal C} = \mathsf{P}$. In other words, these theories cannot establish infinitely often circuit upper bounds for the corresponding problems. This is of interest because the weaker theory $\mathsf{PV}$ already formalizes sophisticated arguments, such as a proof of the PCP Theorem. These consistency statements are unconditional and improve on earlier theorems of [KO17] and [BM18] on the consistency of lower bounds with $\mathsf{PV}$.

链接与引用

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BibTeX
@article{BydzovskyKO20,
  title = {Consistency of circuit lower bounds with bounded theories},
  author = {Jan Bydzovsky and Jan Krajicek and Igor C. Oliveira},
  journal = {Logical Methods in Computer Science},
  volume = {Volume 16, Issue 2},
  year = {2020},
  doi = {10.23638/lmcs-16(2:12)2020}
}