| Literature DB >> 30930480 |
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 , ∞ ) .Entities:
Keywords: Dense and sparse graph limits; Edge exchangeable random graphs; Graphons
Year: 2017 PMID: 30930480 PMCID: PMC6405020 DOI: 10.1007/s10955-017-1832-9
Source DB: PubMed Journal: J Stat Phys ISSN: 0022-4715 Impact factor: 1.548