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Random Graph Isomorphism

Published: 01 August 1980 Publication History

Abstract

A straightforward linear time canonical labeling algorithm is shown to apply to almost all graphs (i.e. all but $o(2^{( \begin{subarray}{l} n \\ 2 \end{subarray} )} )$) of the $2^{( \begin{subarray}{l} n \\ 2 \end{subarray} )} $ graphs on n vertices). Hence, for almost all graphs X, any graph Y can be easily tested for isomorphism to X by an extremely naive linear time algorithm. This result is based on the following: In almost all graphs on n vertices, the largest $n^{0.15} $ degrees are distinct. In fact, they are pairwise at least $n^{0.03} $ apart.

References

[1]
L. Babai, L. Kučera, Canonical labelling of graphs in linear average time, 20th Annual IEEE Symp. on Foundations of Comp. Sci., Puerto Rico, 1979, 39–46
[2]
Béla Bollobás, Degree sequences of random graphs, Discrete Math., 33 (1981), 1–19
[3]
P. ErdöS, J. Spencer, Probabilistic Methods in Combinatorics, Akadémiai Kiadó, Budapest, 1974
[4]
P. Erdös, Robin J. Wilson, On the chromatic index of almost all graphs, J. Combinatorial Theory Ser. B, 23 (1977), 255–257
[5]
William Feller, An introduction to probability theory and its applications. Vol. I, Third edition, John Wiley & Sons Inc., New York, 1968xviii+509
[6]
Richard M. Karp, The fast approximate solution of hard combinatorial problems, Proceedings of the Sixth Southeastern Conference on Combinatorics, Graph Theory, and Computing (Florida Atlantic Univ., Boca Raton, Fla., 1975), Utilitas Math., Winnipeg, Man., 1975, 15–31. Congressus Numeratium, No. XIV
[7]
Richard M. Karp, Probabilistic analysis of a canonical numbering algorithm for graphsRelations between combinatorics and other parts of mathematics (Proc. Sympos. Pure Math., Ohio State Univ., Columbus, Ohio, 1978), Proc. Sympos. Pure Math., XXXIV, Amer. Math. Soc., Providence, R.I., 1979, 365–378
[8]
R. J. Lipton, The beacon set approach to graph isomorphism, 1978, Yale University, preprint

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Published In

cover image SIAM Journal on Computing
SIAM Journal on Computing  Volume 9, Issue 3
Aug 1980
224 pages
ISSN:0097-5397
DOI:10.1137/smjcat.1980.9.issue-3
Issue’s Table of Contents

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Society for Industrial and Applied Mathematics

United States

Publication History

Published: 01 August 1980

Author Tags

  1. graph
  2. isomorphism testing
  3. canonical labeling
  4. random graph
  5. naive algorithm
  6. average-case analysis
  7. linear time
  8. degree sequence of a graph

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  • (2024)First order distinguishability of sparse random graphsProceedings of the 39th Annual ACM/IEEE Symposium on Logic in Computer Science10.1145/3661814.3662117(1-14)Online publication date: 8-Jul-2024
  • (2024)Database Matching Under Noisy Synchronization ErrorsIEEE Transactions on Information Theory10.1109/TIT.2024.338899070:6(4335-4367)Online publication date: 15-Apr-2024
  • (2024)Canonization of a Random Circulant Graph by Counting WalksWALCOM: Algorithms and Computation10.1007/978-981-97-0566-5_23(319-334)Online publication date: 18-Mar-2024
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