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On Edge Exchangeable Random Graphs.

Authors :
Janson, Svante
Source :
Journal of Statistical Physics. Nov2018, Vol. 173 Issue 3/4, p448-484. 37p.
Publication Year :
2018

Abstract

We study a recent model for edge exchangeable random graphs introduced by Crane and Dempsey; in particular we study asymptotic properties of the random simple graph obtained by merging multiple edges. We study a number of examples, and show that the model can produce dense, sparse and extremely sparse random graphs. One example yields a power-law degree distribution. We give some examples where the random graph is dense and converges a.s. in the sense of graph limit theory, but also an example where a.s. every graph limit is the limit of some subsequence. Another example is sparse and yields convergence to a non-integrable generalized graphon defined on (0,∞). [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00224715
Volume :
173
Issue :
3/4
Database :
Academic Search Index
Journal :
Journal of Statistical Physics
Publication Type :
Academic Journal
Accession number :
133019454
Full Text :
https://doi.org/10.1007/s10955-017-1832-9