The Moran Forest

RANDOM STRUCTURES & ALGORITHMS(2021)

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摘要
Starting from any graph on {1, horizontal ellipsis , n}, consider the Markov chain where at each time-step a uniformly chosen vertex is disconnected from all of its neighbors and reconnected to another uniformly chosen vertex. This Markov chain has a stationary distribution whose support is the set of nonempty forests on {1, horizontal ellipsis , n}. The random forest corresponding to this stationary distribution has interesting connections with the uniform rooted labeled tree and the uniform attachment tree. We fully characterize its degree distribution, the distribution of its number of trees, and the limit distribution of the size of a tree sampled uniformly. We also show that the size of the largest tree is asymptotically alpha logn, where alpha=(1-log(e-1))-1 approximate to 2.18, and that the degree of the most connected vertex is asymptotically logn/loglogn.
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关键词
dynamic graph, Joyal bijection, Moran model, random forest, random tree, uniform tree
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