Skip to main content
Log in

Unavoidable Minors for Graphs with Large \(\ell _p\)-Dimension

  • Published:
Discrete & Computational Geometry Aims and scope Submit manuscript

Abstract

A metric graph is a pair (Gd), where G is a graph and \(d:E(G) \rightarrow \mathbb {R}_{\ge 0}\) is a distance function. Let \(p \in [1,\infty ]\) be fixed. An isometric embedding of the metric graph (Gd) in \(\ell _p^k = (\mathbb {R}^k, d_p)\) is a map \(\phi :V(G) \rightarrow \mathbb {R}^k\) such that \(d_p(\phi (v), \phi (w)) = d(vw)\) for all edges \(vw\in E(G)\). The \(\ell _p\)-dimension of G is the least integer k such that there exists an isometric embedding of (Gd) in \(\ell _p^k\) for all distance functions d such that (Gd) has an isometric embedding in \(\ell _p^K\) for some K. It is easy to show that \(\ell _p\)-dimension is a minor-monotone property. In this paper, we characterize the minor-closed graph classes \(\mathscr {C}\) with bounded \(\ell _p\)-dimension, for \(p \in \{2,\infty \}\). For \(p=2\), we give a simple proof that \(\mathscr {C}\) has bounded \(\ell _2\)-dimension if and only if \(\mathscr {C}\) has bounded treewidth. In this sense, the \(\ell _2\)-dimension of a graph is ‘tied’ to its treewidth. For \(p=\infty \), the situation is completely different. Our main result states that a minor-closed class \(\mathscr {C}\) has bounded \(\ell _\infty \)-dimension if and only if \(\mathscr {C}\) excludes a graph obtained by joining copies of \(K_4\) using the 2-sum operation, or excludes a Möbius ladder with one ‘horizontal edge’ removed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9
Fig. 10
Fig. 11
Fig. 12
Fig. 13

Similar content being viewed by others

Notes

  1. The latter lemma works under the assumption that G does not have the graph consisting of two vertices linked by k parallel edges as a minor, which is more restrictive than just forbidding a k-fan minor. Nevertheless, the two proofs are based on a similar strategy.

References

  1. Abraham, I., Bartal, Y., Neiman, O.: Advances in metric embedding theory. Adv. Math. 228(6), 3026–3126 (2011)

    Article  MathSciNet  Google Scholar 

  2. Ball, K.: Isometric embedding in \(l_p\)-spaces. Eur. J. Comb. 11(4), 305–311 (1990)

    Article  Google Scholar 

  3. Belk, M.: Realizability of graphs in three dimensions. Discrete Comput. Geom. 37(2), 139–162 (2007)

    Article  MathSciNet  Google Scholar 

  4. Belk, M., Connelly, R.: Realizability of graphs. Discrete Comput. Geom. 37(2), 125–137 (2007)

    Article  MathSciNet  Google Scholar 

  5. Bourgain, J.: On Lipschitz embedding of finite metric spaces in Hilbert space. Isr. J. Math. 52(1–2), 46–52 (1985)

    Article  MathSciNet  Google Scholar 

  6. Chekuri, Ch., Chuzhoy, J.: Polynomial bounds for the grid-minor theorem. J. ACM 63(5), #40 (2016)

    Article  MathSciNet  Google Scholar 

  7. Chuzhoy, J., Tan, Z.: Towards tight(er) bounds for the excluded grid theorem. In: 30th Annual ACM-SIAM Symposium on Discrete Algorithms (San Diego 2019), pp. 1445–1464. SIAM, Philadelphia (2019)

  8. Deza, M.M., Laurent, M.: Geometry of Cuts and Metrics. Algorithms and Combinatorics, vol. 15. Springer, Berlin (1997)

    Book  Google Scholar 

  9. Di Battista, G., Tamassia, R.: On-line maintenance of triconnected components with SPQR-trees. Algorithmica 15(4), 302–318 (1996)

    Article  MathSciNet  Google Scholar 

  10. Diestel, R.: Graph Theory. Graduate Texts in Mathematics, vol. 173. Springer, Berlin (2017)

    Google Scholar 

  11. E.-Nagy, M., Laurent, M., Varvitsiotis, A.: Forbidden minor characterizations for low-rank optimal solutions to semidefinite programs over the elliptope. J. Comb. Theory Ser. B 108, 40–80 (2014)

    Article  MathSciNet  Google Scholar 

  12. Erdös, P., Szekeres, G.: A combinatorial problem in geometry. Compos. Math. 2, 463–470 (1935)

    MathSciNet  MATH  Google Scholar 

  13. Fiorini, S., Huynh, T., Joret, G., Varvitsiotis, A.: The excluded minors for isometric realizability in the plane. SIAM J. Discrete Math. 31(1), 438–453 (2017)

    Article  MathSciNet  Google Scholar 

  14. Joret, G., Paul, Ch., Sau, I., Saurabh, S., Thomassé, S.: Hitting and harvesting pumpkins. SIAM J. Discrete Math. 28(3), 1363–1390 (2014)

    Article  MathSciNet  Google Scholar 

  15. Kitson, D., Nixon, A., Schulze, B.: Rigidity of symmetric frameworks in normed spaces. Linear Algebra Appl. 607, 231–285 (2020)

    Article  MathSciNet  Google Scholar 

  16. Laurent, M., Varvitsiotis, A.: A new graph parameter related to bounded rank positive semidefinite matrix completions. Math. Program. 145(1–2), 291–325 (2014)

    Article  MathSciNet  Google Scholar 

  17. Muller, C.: Excluded Minors for Isometric Embeddings of Graphs in \(\ell _\infty ^k\)-Spaces. MSc thesis, Université Libre de Bruxelles (2017)

  18. Robertson, N., Seymour, P.D.: Graph minors. V. Excluding a planar graph. J. Comb. Theory Ser. B 41(1), 92–114 (1986)

    Article  MathSciNet  Google Scholar 

  19. Robertson, N., Seymour, P.D.: Graph minors. XX. Wagner’s conjecture. J. Comb. Theory Ser. B 92(2), 325–357 (2004)

    Article  MathSciNet  Google Scholar 

  20. Saxe, J.B.: Embeddability of weighted graphs in \(k\)-space is strongly NP-hard. In: 17th Allerton Conference in Communications, Control and Computing (Monticello 1979), pp. 480–489 (1979)

  21. Schulze, B.: Combinatorial rigidity of symmetric and periodic frameworks. In: Handbook of Geometric Constraint Systems Principles. Discrete Math. Appl. (Boca Raton), pp. 543–565. CRC Press, Boca Raton (2019)

  22. Sitharam, M., Willoughby, J.: On flattenability of graphs. Automated Deduction in Geometry (Coimbra 2014). Lecture Notes in Comput. Sci., vol. 9201. Lecture Notes in Artificial Intelligence, pp. 129–148. Springer, Cham (2015)

  23. Witsenhausen, H.S.: Minimum dimension embedding of finite metric spaces. J. Comb. Theory Ser. A 42(2), 184–199 (1986)

    Article  MathSciNet  Google Scholar 

Download references

Acknowledgements

We thank Monique Laurent and Antonios Varvitsiotis for helpful discussions regarding the material in Sect. 2. We also thank anonymous referees for their helpful comments on an earlier version of the paper.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Gwenaël Joret.

Additional information

Editor in Charge: János Pach

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

S. Fiorini and T. Huynh are supported by ERC Consolidator Grant 615640-ForEFront. G. Joret is supported by an ARC Grant from the Wallonia-Brussels Federation of Belgium. C. Muller is supported by the Luxembourg National Research Fund (FNR) Grant No. 11628910.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fiorini, S., Huynh, T., Joret, G. et al. Unavoidable Minors for Graphs with Large \(\ell _p\)-Dimension. Discrete Comput Geom 66, 301–343 (2021). https://doi.org/10.1007/s00454-021-00285-5

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00454-021-00285-5

Navigation