平面图同构存在于对数空间中

Samir Datta, N. Limaye, Prajakta Nimbhorkar, T. Thierauf, Fabian Wagner
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引用次数: 75

摘要

图同构是一个计算问题的主要例子,它的复杂度在已知的下界和上界之间有很大的差异。在现有的平面图的下界和上界之间也有很大的差距。我们通过给出一个与已知对数空间硬度[JKMT03]相匹配的上界来弥补这个自然而重要的特殊情况的差距。实际上,我们给出了平面图规范化在对数空间中的形式化更强的结果。这改善了先前已知的AC1上限[MR91]。该算法首先构造连通平面图的双连通分量树,然后将每个双连通分量细化为三连通分量树。下一步是在对数空间中将双连通平面图的同构和规范化问题简化为3连通平面图的同构和规范化问题,这是已知的在对数空间中的[DLN08]。这可以通过使用上述分解、对Lindell的树规范化算法进行重大修改以及对空间复杂性分析进行更改来实现。从连通情况到双连通情况的化约需要进一步的新思想,包括非平凡情况分析和限定彩色3连通图自同构数的群论引理。这个引理对于在对数空间中进行约简是至关重要的。
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Planar Graph Isomorphism is in Log-Space
Graph Isomorphism is the prime example of a computational problem with a wide difference between the best known lower and upper bounds on its complexity. There is a significant gap between extant lower and upper bounds for planar graphs as well. We bridge the gap for this natural and important special case by presenting an upper bound that matches the known log-space hardness [JKMT03]. In fact, we show the formally stronger result that planar graph canonization is in log-space. This improves the previously known upper bound of AC1 [MR91]. Our algorithm first constructs the biconnected component tree of a connected planar graph and then refines each biconnected component into a triconnected component tree. The next step is to log-space reduce the biconnected planar graph isomorphism and canonization problems to those for 3-connected planar graphs, which are known to be in log-space by [DLN08]. This is achieved by using the above decomposition, and by making significant modifications to Lindell’s algorithm for tree canonization, along with changes in the space complexity analysis. The reduction from the connected case to the biconnected case requires further new ideas, including a non-trivial case analysis and a group theoretic lemma to bound the number of automorphisms of a colored 3-connected planar graph. This lemma is crucial for the reduction to work in log-space.
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