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P2 The Weisfeiler-Leman dimension of planar graphs is at most 3

平面图的 Weisfeiler-Leman 维数至多为 3
LICS 2017 32nd Annual ACM/IEEE Symposium on Logic in Computer Science (LICS)2017匹配度 1/10 · 该论文研究平面图的 Weisfeiler-Leman 维数与计数逻辑可定义性,属于纯图论/有限模型理论,与静态分析、LLM/Agent、浮点程序分析或贝叶斯程序分析均无直接关联。引用 8 inbox
Sandra Kiefer, Ilia Ponomarenko, Pascal Schweitzer
crossref: 2026-09-12

AI 速览

一句话:证明所有有限平面图的 Weisfeiler-Leman 维数至多为 3,将此前上界从 14 改进到 3。

本文证明所有有限平面图的 Weisfeiler-Leman(WL)维数至多为 3,从而每个有限平面图都可用带计数且至多 4 个变量的一阶逻辑定义;此前维数与变量数的上界分别为 14 和 15。方法上,作者先给出一个一般性判据:对 3 维及更高 WL,只要算法能判定某 minor-closed 图中任意弧着色 3-连通图的自同构群轨道,就能正确测试该类图的同构。随后对 3-连通平面图分析,证明除若干 WL 维数至多 2 的例外图外,对两个正确选取的顶点个体化后运行 1-WL 即产生离散划分,故 3-WL 可判定其自同构轨道。副产品是固定数为 3 的 3-连通平面图的分类。

问题
确定平面图类的 Weisfeiler-Leman 维数,并改进定义平面图所需的带计数一阶逻辑变量数上界。
方法
建立 3 维及以上 WL 判定 minor-closed 图类同构的一般判据,并对 3-连通平面图进行个体化与 1-WL 分析,证明除例外图外两顶点个体化产生离散划分。
评估
通过数学证明给出上界:平面图 WL 维数不超过 3、变量数不超过 4,并分类固定数为 3 的 3-连通平面图;无实验评估。
原文摘要(Abstract)

We prove that the Weisfeiler-Leman (WL) dimension of the class of all finite planar graphs is at most 3. In particular, every finite planar graph is definable in first-order logic with counting using at most 4 variables. The previously best known upper bounds for the dimension and number of variables were 14 and 15, respectively. First we show that, for dimension 3 and higher, the WL-algorithm correctly tests isomorphism of graphs in a minor-closed class whenever it determines the orbits of the automorphism group of any arc-colored 3-connected graph belonging to this class. Then we prove that, apart from several exceptional graphs (which have WL-dimension at most 2), the individualization of two correctly chosen vertices of a colored 3-connected planar graph followed by the 1-dimensional WL-algorithm produces the discrete vertex partition. This implies that the 3-dimensional WL-algorithm determines the orbits of a colored 3-connected planar graph. As a byproduct of the proof, we get a classification of the 3-connected planar graphs with fixing number 3.

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BibTeX
@inproceedings{paperbot4185,
  title = {The Weisfeiler-Leman dimension of planar graphs is at most 3},
  author = {Sandra Kiefer and Ilia Ponomarenko and Pascal Schweitzer},
  booktitle = {LICS},
  year = {2017},
  doi = {10.1109/lics.2017.8005107}
}