Sparse Graphs of Twin-width 2 Have Bounded Tree-width (2307.01732v1)
Abstract: Twin-width is a structural width parameter introduced by Bonnet, Kim, Thomass\'e and Watrigant [FOCS 2020]. Very briefly, its essence is a gradual reduction (a contraction sequence) of the given graph down to a single vertex while maintaining limited difference of neighbourhoods of the vertices, and it can be seen as widely generalizing several other traditional structural parameters. Having such a sequence at hand allows to solve many otherwise hard problems efficiently. Our paper focuses on a comparison of twin-width to the more traditional tree-width on sparse graphs. Namely, we prove that if a graph $G$ of twin-width at most $2$ contains no $K_{t,t}$ subgraph for some integer $t$, then the tree-width of $G$ is bounded by a polynomial function of $t$. As a consequence, for any sparse graph class $\mathcal{C}$ we obtain a polynomial time algorithm which for any input graph $G \in \mathcal{C}$ either outputs a contraction sequence of width at most $c$ (where $c$ depends only on $\mathcal{C}$), or correctly outputs that $G$ has twin-width more than $2$. On the other hand, we present an easy example of a graph class of twin-width $3$ with unbounded tree-width, showing that our result cannot be extended to higher values of twin-width.
- On the boolean-width of a graph: Structure and applications. In WG, volume 6410 of Lecture Notes in Computer Science, pages 159–170, 2010.
- Bounds for the twin-width of graphs. CoRR, abs/2110.03957, 2021.
- Twin-width is linear in the poset width. In IPEC, volume 214 of LIPIcs, pages 6:1–6:13. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
- Twin-width and transductions of proper k-mixed-thin graphs. In WG, volume 13453 of Lecture Notes in Computer Science, pages 43–55. Springer, 2022.
- Deciding twin-width at most 4 is NP-complete. In ICALP, volume 229 of LIPIcs, pages 18:1–18:20. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
- Hans L. Bodlaender. A linear-time algorithm for finding tree-decompositions of small treewidth. SIAM J. Comput., 25(6):1305–1317, 1996. doi:10.1137/S0097539793251219.
- Twin-width VIII: delineation and win-wins. In IPEC, volume 249 of LIPIcs, pages 9:1–9:18. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
- Twin-width II: small classes. In SODA, pages 1977–1996. SIAM, 2021.
- Twin-width III: max independent set, min dominating set, and coloring. In ICALP, volume 198 of LIPIcs, pages 35:1–35:20. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2021.
- Twin-width IV: ordered graphs and matrices. In STOC, pages 924–937. ACM, 2022.
- Twin-width VI: the lens of contraction sequences. In SODA, pages 1036–1056. SIAM, 2022.
- Twin-width and polynomial kernels. Algorithmica, 84(11):3300–3337, 2022. doi:10.1007/s00453-022-00965-5.
- Twin-width I: tractable FO model checking. In FOCS, pages 601–612. IEEE, 2020.
- Twin-width I: tractable FO model checking. J. ACM, 69(1):3:1–3:46, 2022.
- Twin-width and permutations. CoRR, abs/2102.06880, 2021.
- Towards tight(er) bounds for the excluded grid theorem. J. Comb. Theory, Ser. B, 146:219–265, 2021. doi:10.1016/j.jctb.2020.09.010.
- Reinhard Diestel. Graph Theory, 4th Edition, volume 173 of Graduate texts in mathematics. Springer, 2012.
- Twin-width and generalized coloring numbers. Discret. Math., 345(3):112746, 2022. doi:10.1016/j.disc.2021.112746.
- Twin-width and types. In ICALP, volume 229 of LIPIcs, pages 123:1–123:21. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
- Stable graphs of bounded twin-width. In Christel Baier and Dana Fisman, editors, LICS ’22: 37th Annual ACM/IEEE Symposium on Logic in Computer Science, Haifa, Israel, August 2 - 5, 2022, pages 39:1–39:12. ACM, 2022. doi:10.1145/3531130.3533356.
- M. Golumbic and U. Rotics. On the clique-width of some perfect graph classes. Int. J. Found. Comput. Sci., 11(3):423–443, 2000. doi:10.1142/S0129054100000260.
- FO model checking on geometric graphs. Comput. Geom., 78:1–19, 2019. doi:10.1016/j.comgeo.2018.10.001.
- Twin-width of planar graphs is at most 8, and at most 6 when bipartite planar. CoRR, abs/2210.08620, 2022. Accepted to ICALP 2023. arXiv:2210.08620.
- Rankwidth meets stability. In Dániel Marx, editor, Proceedings of the 2021 ACM-SIAM Symposium on Discrete Algorithms, SODA 2021, Virtual Conference, January 10 - 13, 2021, pages 2014–2033. SIAM, 2021. doi:10.1137/1.9781611976465.120.
- Compact representation for matrices of bounded twin-width. In STACS, volume 219 of LIPIcs, pages 52:1–52:14. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2022.
- N. Robertson and P. D. Seymour. Graph minors. II. Algorithmic aspects of tree-width. J. Algorithms, 7(3):309–322, 1986.