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P2 Complexity of Modular Circuits

模电路(modular circuits)的复杂性
LICS Proceedings of the 37th Annual ACM/IEEE Symposium on Logic in Computer Science2022匹配度 1/10 · 该论文研究模电路计算 AND 的复杂度与可满足性分类,属于理论计算机科学/电路复杂性,与用户关注的静态分析、Agentic 程序、LLM 辅助形式化验证、浮点程序分析及贝叶斯程序分析无直接关联。引用 10 inbox
Paweł M. Idziak, Piotr Kawałek, Jacek Krzaczkowski
crossref: 2026-09-12dblp: 2026-09-12arxiv: 2026-09-12

AI 速览

一句话:研究模电路计算 AND 的复杂度及其可满足性分类,并应用于有限群方程求解。

论文研究模电路计算 AND 的复杂度如何依赖电路深度与模数的素因子分解。作者构造了深度为 2 的次指数规模模电路来计算 AND,并利用已知的 AND 超线性下界,设计出在概率 2^{O(n/ε(n))} 时间内检查 CC0 电路可满足性的算法,其中 ε(n) 是增长极慢的函数。论文还给出多项式规模、深度 2 且仅使用 O(log n) 随机比特的模电路计算 AND,从而得到一个无法去随机化的概率计算模型。最后,在指数时间假设(ETH)下,作者将方法用于正奇数边多边形对称群上的方程求解,确定其复杂度,并为有限群方程求解的复杂度刻画提供范例。

问题
模电路计算 AND 的复杂度如何随电路深度和模数素因子分解变化,以及该复杂度如何决定模电路可满足性与相关群方程求解的分类。
方法
构造深度 2 的次指数规模模电路与使用 O(log n) 随机比特的多项式规模深度 2 模电路来计算 AND,并借助 AND 的超线性下界设计概率可满足性算法。
评估
给出 CC0 电路的概率可满足性算法,证明相应概率模型不可去随机化,并在 ETH 假设下确定奇边正多边形对称群方程求解的复杂度。
原文摘要(Abstract)

We study how the complexity of modular circuits computing AND depends on the depth of the circuits and the prime factorization of the modulus they use. In particular our construction of subexponential circuits of depth 2 for AND helps us to classify (modulo Exponential Time Hypothesis) modular circuits with respect to the complexity of their satisfiability. We also study a precise correlation between this complexity and the sizes of modular circuits realizing AND. In particular we use the superlinear lower bound from [10] to check satisfiability of CC0 circuits in probabilistic 2O(n/ε(n)) time, where ε is some extremely slowly increasing function. Moreover we show that AND can be computed by a polynomial size modular circuit of depth 2 (with O(log n) random bits) providing a probabilistic computational model that can not be derandomized. We apply our methods to determine (modulo ETH) the complexity of solving equations over groups of symmetries of regular polygons with an odd number of sides. These groups form a paradigm for some of the remaining cases in characterizing finite groups with respect to the complexity of their equation solving.

链接与引用

DOI 原文 · arXiv · PDF(开放获取) · DBLP

BibTeX
@inproceedings{abs-2106-02947,
  title = {Complexity of Modular Circuits},
  author = {Paweł M. Idziak and Piotr Kawałek and Jacek Krzaczkowski},
  booktitle = {LICS},
  year = {2022},
  doi = {10.1145/3531130.3533350}
}