Abstract
Let \(x_1, \ldots , x_n \in \mathbb {R}^d\) be unit vectors such that among any three there is an orthogonal pair. How large can n be as a function of d, and how large can the length of \(x_1 + \cdots + x_n\) be? The answers to these two celebrated questions, asked by Erdős and Lovász, are closely related to orthonormal representations of triangle-free graphs, in particular to their Lovász \(\vartheta \)-function and minimum semidefinite rank. In this paper, we study these parameters for general H-free graphs. In particular, we show that for certain bipartite graphs H, there is a connection between the Turán number of H and the maximum of \(\vartheta (\overline{G})\) over all H-free graphs G.
Similar content being viewed by others
Notes
In [26], Lovász forgets to include the assumption that A is symmetric and \(A_{i,i} = 0\) for all i in his statement of Theorem 6, but it is clear that this is what he intended.
References
Alon, N.: Explicit Ramsey graphs and orthonormal labelings. Electron. J. Comb. 1, 12 (1994)
Alon, N.: Perturbed identity matrices have high rank: proof and applications. Comb. Probab. Comput. 18(1–2), 3–15 (2009)
Alon, N., Kahale, N.: Approximating the independence number via the \(\vartheta \)-function. Math. Program. 80(3), 253–264 (1998)
Alon, N., Szegedy, M.: Large sets of nearly orthogonal vectors. Graphs Comb. 15(1), 1–4 (1999)
Bellman, R.: Introduction to Matrix Analysis. Classics in Applied Mathematics, vol. 19. SIAM, Philadelphia (1997)
Bondy, J.A., Simonovits, M.: Cycles of even length in graphs. J. Comb. Theory Ser. B 16(2), 97–105 (1974)
Bukh, B., Jiang, Z.: A bound on the number of edges in graphs without an even cycle. Comb. Probab. Comput. 26(1), 1–15 (2017)
Bukh, B., Tait, M.: Turán number of theta graphs. Combin. Probab. Comput. (2020). https://doi.org/10.1017/S0963548320000012
Codenotti, B., Pudlák, P., Resta, G.: Some structural properties of low-rank matrices related to computational complexity. Theor. Comput. Sci. 235(1), 89–107 (2000)
Deaett, L.: The minimum semidefinite rank of a triangle-free graph. Linear Algebra Appl. 434(8), 1945–1955 (2011)
Diestel, R.: Graph Theory. Graduate Texts in Mathematics, vol. 173. Springer, Berlin (2012)
Erdős, P., Faudree, R.J., Rousseau, C.C., Schelp, R.H.: On cycle-complete graph Ramsey numbers. J. Graph Theory 2(1), 53–64 (1978)
Fallat, S., Hogben, L.: Variants on the minimum rank problem: a survey II (2014). arXiv:1102.5142
Feige, U.: Randomized graph products, chromatic numbers, and the Lovász \(\vartheta \)-function. In: 27th Annual ACM Symposium on Theory of Computing, pp. 635–640. ACM Press, New York (1995)
Füredi, Z.: New asymptotics for bipartite Turán numbers. J. Comb. Theory Ser. A 75(1), 141–144 (1996)
Füredi, Z., Stanley, R.: Sets of vectors with many orthogonal pairs (research problem). Graphs Comb. 8, 391–394 (1992)
Golovnev, A., Regev, O., Weinstein, O.: The minrank of random graphs. IEEE Trans. Inform. Theory 64(11), 6990–6995 (2018)
Haviv, I.: On minrank and the Lovász theta function (2018). arXiv:1802.03920
Haviv, I.: On minrank and forbidden subgraphs. ACM Trans. Comput. Theory 11(4), 20 (2019)
Haynes, G., Park, C., Schaeffer, A., Webster, J., Mitchell, L.H.: Orthogonal vector coloring. Electron. J. Comb. 17, 55 (2010)
Kashin, B.S., Konyagin, S.V.: Systems of vectors in Hilbert space. Proc. Steklov Inst. Math. 157, 67–70 (1983)
Knuth, D.E.: The sandwich theorem. Electron. J. Comb. 1, 1 (1994)
Konyagin, S.V.: Systems of vectors in Euclidean space and an extremal problem for polynomials. Mat. Zametki 29(1), 63–74 (1981). (in Russian)
Kövári, T., Sós, V.T., Turán, P.: On a problem of K. Zarankiewicz. Colloq. Math. 3, 50–57 (1954)
Krivelevich, M., Sudakov, B.: Pseudo-random graphs. In: More Sets, Graphs and Numbers. In: Bolyai Society Mathematical Studies, vol. 15, pp. 199–262. Springer, Berlin (2006)
Lovász, L.: On the Shannon capacity of a graph. IEEE Trans. Inform. Theory 25(1), 1–7 (1979)
Lovász, L., Saks, M., Schrijver, A.: Orthogonal representations and connectivity of graphs. Linear Algebra Appl. 114–115, 439–454 (1989)
Nešetřil, J., Rosenfeld, M.: Embedding graphs in Euclidean spaces, an exploration guided by Paul Erdős. Geombinatorics 6(4), 143–155 (1997)
Pudlák, P.: Cycles of nonzero elements in low rank matrices. Combinatorica 22(2), 321–334 (2002)
Rosenfeld, M.: Almost orthogonal lines in \({\mathbb{E}}^d\). In: Applied Geometry and Discrete Mathematics. DIMACS Series in Discrete Mathematics and Theoretical Computer Science, vol. 4, pp. 489–492. AMS, Providence (1991)
Schnirelmann, L.G.: On the additive properties of numbers. Proc. Don Polytech. Inst. Novocherkassk 14, 3–27 (1930). (in Russian)
Acknowledgements
We would like to thank Boris Bukh and Chris Cox for stimulating discussions.
Author information
Authors and Affiliations
Corresponding author
Additional information
Editor in Charge: János Pach
Dedicated to the memory of Ricky Pollack.
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
S. Letzter: Research supported by Dr. Max Rössler, the Walter Haefner Foundation and the ETH Zurich Foundation. B. Sudakov: Research supported in part by SNSF Grant 200021-175573.
Rights and permissions
About this article
Cite this article
Balla, I., Letzter, S. & Sudakov, B. Orthonormal Representations of H-Free Graphs. Discrete Comput Geom 64, 654–670 (2020). https://doi.org/10.1007/s00454-020-00185-0
Received:
Revised:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00454-020-00185-0