图形同构的超临界大小-宽度树状分辨率权衡

Christoph Berkholz, Moritz Lichter, Harry Vinall-Smeeth
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摘要

我们研究了树状解析微积分中图同构的驳斥复杂性。Tor\'an和W\"orz(TOCL 2023)的研究表明,当且仅当两个图可以在($k+1$)变量一阶逻辑(FO$^{k+1}$)中区分,并因此可以通过$k$维Weisfeiler-Leman算法的无计数变体来区分时,两个图才存在窄宽度为$k$的解析驳斥。类似于 DAG 的窄宽 $k$ 解析驳斥的大小最多为 $n^k$,而类似于树的驳斥则可能大得多。我们证明,有一些阶数为 n 的图,其同构可以在窄宽 $k$ 的情况下被驳倒,但只能在树状大小为 $2^{Omega(n^{k/2})}$ 的情况下被驳倒。这是一种超临界权衡,即限制一个参数(窄宽)会导致另一个参数(大小)的增长超过其最坏情况。大小下限是公式大小的超指数,并改进了 Razborov(JACM 2016)提出的相关超临界宽度与树形大小权衡。为了证明我们的结果,我们为 FO$^k$ 开发了一个 $k$-pebble EF 游戏的新变量,以类似于证明复杂性中的 Prover-Delayer 游戏的方式推理树状异构大小。我们在 Grohe、Lichter、Neuen 和 Schweitzer(FOCS 2023)提出的压缩 CFI 图的改进变体上分析了这一博弈。通过使用 Janett、Nordstr\"om 和 Pang(未发表手稿)最近改进的稳健压缩 CFI 结构,我们得到了宽度 $k$ 的类似约束(而不是更强但不常见的窄宽度),并使结果更加稳健。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Supercritical Size-Width Tree-Like Resolution Trade-Offs for Graph Isomorphism
We study the refutation complexity of graph isomorphism in the tree-like resolution calculus. Tor\'an and W\"orz (TOCL 2023) showed that there is a resolution refutation of narrow width $k$ for two graphs if and only if they can be distinguished in ($k+1$)-variable first-order logic (FO$^{k+1}$) and hence by a count-free variant of the $k$-dimensional Weisfeiler-Leman algorithm. While DAG-like narrow width $k$ resolution refutations have size at most $n^k$, tree-like refutations may be much larger. We show that there are graphs of order n, whose isomorphism can be refuted in narrow width $k$ but only in tree-like size $2^{\Omega(n^{k/2})}$. This is a supercritical trade-off where bounding one parameter (the narrow width) causes the other parameter (the size) to grow above its worst case. The size lower bound is super-exponential in the formula size and improves a related supercritical width versus tree-like size trade-off by Razborov (JACM 2016). To prove our result, we develop a new variant of the $k$-pebble EF-game for FO$^k$ to reason about tree-like refutation size in a similar way as the Prover-Delayer games in proof complexity. We analyze this game on a modified variant of the compressed CFI graphs introduced by Grohe, Lichter, Neuen, and Schweitzer (FOCS 2023). Using a recent improved robust compressed CFI construction of Janett, Nordstr\"om, and Pang (unpublished manuscript), we obtain a similar bound for width $k$ (instead of the stronger but less common narrow width) and make the result more robust.
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