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arXiv:1803.06858cs.DS

An improved isomorphism test for bounded-tree-width graphs

Martin Grohe, Daniel Neuen, Pascal Schweitzer, Daniel Wiebking

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Abstract

We give a new fpt algorithm testing isomorphism of $n$-vertex graphs of tree width $k$ in time $2^{k\operatorname{polylog} (k)}\operatorname{poly} (n)$, improving the fpt algorithm due to Lokshtanov, Pilipczuk, Pilipczuk, and Saurabh (FOCS 2014), which runs in time $2^{\mathcal{O}(k^5\log k)}\operatorname{poly} (n)$. Based on an improved version of the isomorphism-invariant graph decomposition technique introduced by Lokshtanov et al., we prove restrictions on the structure of the automorphism groups of graphs of tree width $k$. Our algorithm then makes heavy use of the group theoretic techniques introduced by Luks (JCSS 1982) in his isomorphism test for bounded degree graphs and Babai (STOC 2016) in his quasipolynomial isomorphism test. In fact, we even use Babai's algorithm as a black box in one place. We also give a second algorithm which, at the price of a slightly worse running time $2^{\mathcal{O}(k^2 \log k)}\operatorname{poly} (n)$, avoids the use of Babai's algorithm and, more importantly, has the additional benefit that it can also used as a canonization algorithm.

arXiv comments
34 pages, 1 figures
Journal reference
DOI
Subjects
cs.DSData Structures and Algorithms cs.DMDiscrete Mathematics math.COCombinatorics

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    • > Then there's the problem of figuring out if you've already enumerated a molecule. That problem has no known polynomial-time solution (graph isomorphism), although GDB's low node count mitigates the problem. It's not just the low vertex count that makes this an easier problem…

      actually_a_dogView on HNParent context

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