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Random regular graph : ウィキペディア英語版
Random regular graph
A random ''r''-regular graph is a graph selected from \mathcal_, which denotes the probability space of all ''r''-regular graphs on ''n'' vertices, where 3 ≤ ''r'' < ''n'' and ''nr'' is even.〔Béla Bollobás, ''Random Graphs'', 2nd edition, Cambridge University Press (2001), section 2.4: Random Regular Graphs〕 It is therefore a particular kind of random graph, but the regularity restriction significantly alters the properties that will hold, since most graphs are not regular.
==Properties of random regular graphs==
As with more general random graphs, it is possible to prove that certain properties of random ''r''-regular graphs hold almost surely. In particular, for r \ge 3 , a random ''r''-regular graph of large size is almost surely ''r''-connected.〔Bollobás, section 7.6: Random Regular Graphs〕 In other words, although ''r''-regular graphs with connectivity less than ''r'' exist, the probability of selecting such a graph tends to 0 as ''n'' increases.
If \epsilon > 0 is a positive constant, and ''d'' is the least integer satisfying
(r-1)^ \ge (2 + \epsilon)rn \ln n
then, almost surely, a random ''r''-regular graph has diameter at most ''d''. There is also a (more complex) lower bound on the diameter of ''r''-regular graphs, so that almost all ''r''-regular graphs (of the same size) have almost the same diameter.〔Bollobás, section 10.3: The Diameter of Random Regular Graphs〕
The distribution of the number of short cycles is also known: for fixed ''m'' ≥ 3, let ''Y''3,''Y''4,…,''Y''''m'' be the number of cycles of lengths up to ''m''. Then the ''Y''''i'' are asymptotically independent Poisson random variables with means〔Bollobás, section 2.4: Random Regular Graphs (Corollary 2.19)〕
\lambda_i=\frac

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