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Polynomial Bounds for the Grid-Minor Theorem

Published: 17 December 2016 Publication History

Abstract

One of the key results in Robertson and Seymour’s seminal work on graph minors is the grid-minor theorem (also called the excluded grid theorem). The theorem states that for every grid H, every graph whose treewidth is large enough relative to |V(H)| contains H as a minor. This theorem has found many applications in graph theory and algorithms. Let f(k) denote the largest value such that every graph of treewidth k contains a grid minor of size (f(k) × f(k)). The best previous quantitative bound, due to recent work of Kawarabayashi and Kobayashi, and Leaf and Seymour, shows that f(k)=Ω(√log k/log log k). In contrast, the best known upper bound implies that f(k) = O(√k/log k). In this article, we obtain the first polynomial relationship between treewidth and grid minor size by showing that f(k) = Ω(kδ) for some fixed constant δ > 0, and describe a randomized algorithm, whose running time is polynomial in |V(G)| and k, that with high probability finds a model of such a grid minor in G.

References

[1]
Matthew Andrews. 2010. Approximation algorithms for the edge-disjoint paths problem via Raecke decompositions. In Proceedings of the 2010 IEEE 51st Annual Symposium on Foundations of Computer Science (FOCS’10). IEEE, Los Alamitos, CA, 277--286.
[2]
Sanjeev Arora, Satish Rao, and Umesh Vazirani. 2009. Expander flows, geometric embeddings and graph partitioning. Journal of the ACM 56, 2, Article No. 5.
[3]
Chandra Chekuri and Julia Chuzhoy. 2013. Large-treewidth graph decompositions and applications. In Proceedings of the 45th Annual ACM Symposium on Theory of Computing (STOC’13). ACM, New York, NY, 291--300.
[4]
Chandra Chekuri and Julia Chuzhoy. 2015. Degree-3 treewidth sparsifiers. In Proceedings of the 26th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA’15). 242--255. http://dl.acm.org/citation.cfm?id=2722129.2722148
[5]
Chandra Chekuri and Alina Ene. 2013. Poly-logarithmic approximation for maximum node disjoint paths with constant congestion. In Proceedings of the 24th Annual ACM-SIAM Symposium on Discrete Algorithms (SODA’13). 326--341. http://dl.acm.org/citation.cfm?id=2627817.2627841
[6]
Chandra Chekuri, Sanjeev Khanna, and F. Bruce Shepherd. 2005. Multicommodity flow, well-linked terminals, and routing problems. In Proceedings of the 37th Annual ACM Symposium on Theory of Computing (STOC’05). ACM, New York, NY, 183--192.
[7]
Chandra Chekuri, Sanjeev Khanna, and F. Bruce Shepherd. 2013a. The all-or-nothing multicommodity flow problem. SIAM Journal on Computing 42, 4, 1467--1493.
[8]
Chandra Chekuri and Nitish Korula. 2009. A graph reduction step preserving element-connectivity and applications. In Automata, Languages and Programming. Lecture Notes in Computer Science, Vol. 5555. Springer, 254--265.
[9]
Chandra Chekuri, Guyslain Naves, and F. Bruce Shepherd. 2013b. Maximum edge-disjoint paths in k-sums of graphs. arXiv:1303.4897.
[10]
Julia Chuzhoy. 2015. Excluded grid theorem: Improved and simplified. In Proceedings of the 47th Annual ACM Symposium on Theory of Computing (STOC’15). ACM, New York, NY, 645--654.
[11]
Julia Chuzhoy. 2016. Routing in undirected graphs with constant congestion. SIAM Journal on Computing 45, 4, 1490--1532.
[12]
Julia Chuzhoy and Shi Li. 2016. A polylogarithmic approximation algorithm for edge-disjoint paths with congestion 2. Journal of the ACM (JACM) 63, 5, Article No. 45.
[13]
M. Conforti, R. Hassin, and R. Ravi. 2003. Reconstructing edge-disjoint paths. Operations Research Letters 31, 4, 273--276.
[14]
Erik Demaine, Mohammad Taghi Hajiaghayi, and Ken-Ichi Kawarabayashi. 2009. Algorithmic graph minor theory: Improved grid minor bounds and Wagners contraction. Algorithmica 54, 2, 142--180.
[15]
Erik D. Demaine, Fedor V. Fomin, Mohammad Taghi Hajiaghayi, and Dimitrios M. Thilikos. 2005. Subexponential parameterized algorithms on bounded-genus graphs and H-minor-free graphs. Journal of the ACM 52, 6, 866--893.
[16]
Erik D. Demaine and Mohammad Taghi Hajiaghayi. 2008. Linearity of grid minors in treewidth with applications through bidimensionality. Combinatorica 28, 1, 19--36.
[17]
Reinhard Diestel. 2012. Graph Theory (4th ed.). Graduate Texts in Mathematics, Vol. 173. Springer.
[18]
Reinhard Diestel, Tommy R. Jensen, Konstantin Y. Gorbunov, and Carsten Thomassen. 1999. Highly connected sets and the excluded grid theorem. Journal of Combinatorial Theory, Series B 75, 1, 61--73.
[19]
Devdatt Dubhashi and Alessandro Panconesi. 2009. Concentration of Measure for the Analysis of Randomized Algorithms. Cambridge University Press, New York, NY.
[20]
A. Hajnal and E. Szemerédi. 1970. Proof of a conjecture of P. Erdos. Combinatorial Theory and Its Applications 2, 601--623.
[21]
H. R. Hind and O. Oellermann. 1996. Menger-type results for three or more vertices. Congressus Numerantium 113, 179--204.
[22]
Kenichi Kawarabayashi and Yusuke Kobayashi. 2012. Linear min-max relation between the treewidth of H-minor-free graphs and its largest grid. In Proceedings of the 29th International Symposium on Theoretical Aspects of Computer Science (STACS’12). 278--289.
[23]
Rohit Khandekar, Satish Rao, and Umesh Vazirani. 2009. Graph partitioning using single commodity flows. Journal of the ACM 56, 4, Article No. 19.
[24]
Stephan Kreutzer and Siamak Tazari. 2010. On brambles, grid-like minors, and parameterized intractability of monadic second-order logic. In Proceedings of the 21st Annual ACM-SIAM Symposium on Discrete Algorithms (SODA’10). 354--364. http://dl.acm.org/citation.cfm?id=1873601.1873631
[25]
Alexander Leaf and Paul Seymour. 2015. Tree-width and planar minors. Journal of Combinatorial Theory, Series B 111, C, 38--53.
[26]
W. Mader. 1978. A reduction method for edge connectivity in graphs. Annals of Discrete Mathematics 3, 145--164.
[27]
Lorenzo Orecchia, Leonard J. Schulman, Umesh V. Vazirani, and Nisheeth K. Vishnoi. 2008. On partitioning graphs via single commodity flows. In Proceedings of the 40th Annual ACM Symposium on Theory of Computing (STOC’08). ACM, New York, NY, 461--470.
[28]
Harald Räcke. 2002. Minimizing congestion in general networks. In Proceedings of the 43rd Symposium on Foundations of Computer Science (FOCS’02). IEEE, Los Alamitos, CA, 43--52. http://dl.acm.org/citation.cfm?id=645413.652152
[29]
Satish Rao and Shuheng Zhou. 2010. Edge disjoint paths in moderately connected graphs. SIAM Journal on Computing 39, 5, 1856--1887.
[30]
Bruce Reed. 1997. Treewidth and tangles: A new connectivity measure and some applications. In Surveys in Combinatorics. Cambridge University Press, 87--162.
[31]
N. Robertson, P. Seymour, and R. Thomas. 1994. Quickly excluding a planar graph. Journal of Combinatorial Theory, Series B 62, 2, 323--348.
[32]
N. Robertson and P. D. Seymour. 1986. Graph minors. V. Excluding a planar graph. Journal of Combinatorial Theory, Series B 41, 1, 92--114.
[33]
Neil Robertson and Paul D. Seymour. 1991. Graph minors. X. Obstructions to tree-decomposition. Journal of Combinatorial Theory, Series B 52, 2, 153--190.
[34]
Alexander Schrijver. 2003. Combinatorial Optimization: Polyhedra and Efficiency. Algorithms and Combinatorics, Vol. 24. Springer.
[35]
Mohit Singh and Lap Chi Lau. 2015. Approximating minimum bounded degree spanning trees to within one of optimal. Journal of the ACM 62, 1, 1:1--1:19.
[36]
Sein Win. 1989. On a connection between the existence of k-trees and the toughness of a graph. Graphs and Combinatorics 5, 1, 201--205.

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    Published In

    cover image Journal of the ACM
    Journal of the ACM  Volume 63, Issue 5
    December 2016
    320 pages
    ISSN:0004-5411
    EISSN:1557-735X
    DOI:10.1145/3015772
    Issue’s Table of Contents
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Publication History

    Published: 17 December 2016
    Accepted: 01 September 2016
    Revised: 01 July 2016
    Received: 01 August 2014
    Published in JACM Volume 63, Issue 5

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    Author Tags

    1. Excluded grid theorem
    2. graph minor theory

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