A logical limit law for the sequential model of preferential attachment graphs

Fuente: arXiv
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Autore principale: Özdemir, Alperen
Natura: Preprint
Pubblicazione: 2024
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author Özdemir, Alperen
author_facet Özdemir, Alperen
contents For a sequence of random graphs, the limit law we refer to is the existence of a limiting probability of any graph property that can be expressed in terms of predicate logic. A zero-one limit law is shown by Shelah and Spencer for Erdös-Renyi graphs given that the connection rate has an irrational exponent. We show a limit law for preferential attachment graphs which admit a Pólya urn representation. The two extreme cases of the parametric model, the uniform attachment graph and the sequential Barabási-Albert model, are covered separately as they exhibit qualitative differences regarding the distribution of cycles of bounded length in the graph.
format Preprint
id arxiv_https___arxiv_org_abs_2408_07475
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle A logical limit law for the sequential model of preferential attachment graphs
Özdemir, Alperen
Probability
Combinatorics
Logic
For a sequence of random graphs, the limit law we refer to is the existence of a limiting probability of any graph property that can be expressed in terms of predicate logic. A zero-one limit law is shown by Shelah and Spencer for Erdös-Renyi graphs given that the connection rate has an irrational exponent. We show a limit law for preferential attachment graphs which admit a Pólya urn representation. The two extreme cases of the parametric model, the uniform attachment graph and the sequential Barabási-Albert model, are covered separately as they exhibit qualitative differences regarding the distribution of cycles of bounded length in the graph.
title A logical limit law for the sequential model of preferential attachment graphs
topic Probability
Combinatorics
Logic
url https://arxiv.org/abs/2408.07475