Abstract
We work out a graph limit theory for dense interval graphs. The theory developed departs from the usual description of a graph limit as a symmetric function W(x, y) on the unit square, with x and y uniform on the interval (0, 1). Instead, we fix a W and change the underlying distribution of the coordinates x and y. We find choices such that our limits are continuous. Connections to random interval graphs are given, including some examples. We also show a continuity result for the chromatic number and clique number of interval graphs. Some results on uniqueness of the limit description are given for general graph limits.
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Austin T.: On exchangeable random variables and the statistics of large graphs and hypergraphs. Probab. Surv. 5, 80–145 (2008)
Benzer S.: On the topology of the genetic fine structure. Proc. Natl. Acad. Sci. USA 45(11), 1607–1620 (1959)
Billingsley P.: Convergence of Probability Measures. JohnWiley & Sons, Inc., New York-London-Sydney (1968)
Bollobas, B., Janson, S., Riordan, O.: Monotone graph limits and quasimonotone graphs. ArXiv:1101.4296 (2011)
Bollobás, B., Riordan, O.: Metrics for sparse graphs. In: Huczynska, S., Mitchell, J.D., Roney-Dougal, C.M. (eds.) Surveys in Combinatorics 2009, pp. 211–287. Cambidge Univ. Press, Cambridge (2009)
Borgs C., Chayes J., Lovász L.: Moments of two-variable functions and the uniqueness of graph limits. Geom. Funct. Anal. 19(6), 1597–1619 (2010)
Borgs C. et al.: Convergent sequences of dense graphs. I. Subgraph frequencies, metric properties and testing. Adv. Math. 219(6), 1801–1851 (2008)
Borgs, C., et al: Convergent sequences of dense graphs II: Multiway cuts and statistical physics. Available at http://research.microsoft.com/~borgs/ (2007)
Brandst¨adt, A., Le, V.B., Spinrad, J.P.: Graph Classes: A Survey. SIAM, Philadelphia, PA (1999)
Diaconis, P., Graham, R., Holmes, S.P.: Statistical problems involving permutations with restricted positions. In: De Gunst, M. (Ed.) State of the Art in Probability and Statistics (Leiden, 1999), pp. 195–222. Inst. Math. Statist., Beachwood, OH (2001)
Diaconis P., Holmes S., Janson S.: Threshold graph limits and random threshold graphs. Internet Math. 5(3), 267–320 (2008)
Diaconis P., Janson S.: Graph limits and exchangeable random graphs. Rend. Mat. Appl. (7) 28(1), 33–61 (2008)
Efron B., Petrosian V.: Nonparametric methods for doubly truncated data. J. Amer. Statist. Assoc. 94(447), 824–834 (1999)
Fishburn, P.C.: Interval Orders and Interval Graphs. John Wiley & Sons, Ltd., Chichester (1985)
Gentleman R., Vandal A.C.: Computational algorithms for censored-data problems using intersection graphs. J. Comput. Graph. Statist. 10(3), 403–421 (2001)
Ghrist R.: Barcodes: the persistent topology of data. Bull. Amer. Math. Soc. (N.S.) 45(1), 61–75 (2008)
Godehardt, E., Jaworski, J.: Two models of random intersection graphs for classification. In: Schwaiger, M., Opitz, O. (eds.) Exploratory Data Analysis in Empirical Research, pp. 67–81. Springer-Verlag, Berlin (2003)
Golumbic, M.C.: Algorithmic Graph Theory and Perfect Graphs. 2nd Edit. Elsevier, Amsterdam (2004)
Golumbic M.C., Kaplan H., Shamir R.: On the complexity of DNA physical mapping. Adv. Appl. Math. 15(3), 251–261 (1994)
Janson S.: Sorting using complete subintervals and the maximum number of runs in a randomly evolving sequence. Ann. Combin. 12(4), 417–447 (2009)
Janson, S.: Connectedness in graph limits. Preprint, arXiv:0802.3795 (2008)
Janson S.: Poset limits and exchangeable random posets. Combinatorica 31(5), 529–563 (2011)
Janson, S.: Graphons, cut norm and distance, couplings and rearrangements. Preprint, arXiv:1009.2376 (2010)
Justicz J., Scheinerman E.R., Winkler P.M.: Random intervals. Amer. Math. Monthly 97(10), 881–889 (1990)
Kallenberg, O.: Foundations of Modern Probability. 2nd Edit. Springer-Verlag, New York (2002)
Kallenberg O.: Probabilistic Symmetries and Invariance Principles. Springer, New York (2005)
Karoński M., Scheinerman E.R., Singer-Cohen K.B.: On random intersection graphs: the subgraph problem. Combin. Probab. Comput. 8(1-2), 131–159 (1999)
Karp, R.: Mapping the genome: some combinatorial problems arising in molecular biology. In: Johnson, D. (Ed.) Proceedings of the 25th Annual ACM Symposium on the Theory of Computing (STOC’93), pp. 278–285. ACM, New York, NY (1993)
Klee V.: What are the intersection graphs of arcs in a circle? Amer. Math. Monthly 76(7), 810–813 (1969)
Lovász L., Szegedy B.: Limits of dense graph sequences. J. Combin. Theory B 96(6), 933–957 (2006)
Lovász, L., Szegedy, B.: Regularity partitions and the topology of graphons. In: Bárány, I., Solymosi, J. (eds.) An Irregular Mind, pp. 415–446. János Bolyai Math. Soc., Budapest (2010)
McKee, T.A., McMorris, F.R.: Topics in Intersection Graph Theory. SIAM, Philadelphia, PA (1999)
Mahadev, N.V.R., Peled, U.N.: Threshold Graphs and Related Topics. North-Holland Publishing Co., Amsterdam (1995)
Parthasarathy, K.R.: Probability Measures on Metric Spaces. Academic Press, Inc., New York-London (1967)
Pippenger N.: Random interval graphs. Random Structures Algorithms 12(4), 361–380 (1998)
Rim C.S., Nakajima K.: On rectangle intersection and overlap graphs. IEEE Trans. Circuits Systems I Fund. Theory Appl. 42(9), 549–553 (1995)
Roberts, F.S.: Indifference graphs. In: Harary, F. (Ed.) Proof Techniques in Graph Theory (Proc. Second Ann Arbor Graph Theory Conf., Ann Arbor, Mich., 1968), pp. 139–146. Academic Press, New York, 1969,
Scheinerman E.R.: Random interval graphs. Combinatorica 8(4), 357–371 (1988)
Scheinerman E.R.: An evolution of interval graphs. DiscreteMath. 82(3), 287–302 (1990)
Stark D.: The vertex degree distribution of random intersection graphs. Random Structures Algorithms 24(3), 249–258 (2004)
Steinsaltz, D.: Random time changes for sock-sorting and other stochastic process limit theorems. Electron. J. Probab. 4, Article 14 (1999)
Waterman M.S., Griggs J.R.: Interval graphs and maps of DNA. Bull. Math. Biol. 48(2), 189–195 (1986)
Youden W.J.: Enduring values. Technometrics 14(1), 1–11 (1972)
Zhou X.J. et al.: Functional annotation and network reconstruction through crossplatform integration of microarray data. Nature Biotechnology 23(2), 238–243 (2005)
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Diaconis, P., Holmes, S. & Janson, S. Interval Graph Limits. Ann. Comb. 17, 27–52 (2013). https://doi.org/10.1007/s00026-012-0175-0
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DOI: https://doi.org/10.1007/s00026-012-0175-0