Back to Search Start Over

Solution to urn models of pairwise interaction with application to social, physical, and biological sciences.

Authors :
Pickering, William
Chjan Lim
Source :
Physical Review E. Jul2017, Vol. 96 Issue 1, p1-1. 1p.
Publication Year :
2017

Abstract

We investigate a family of urn models that correspond to one-dimensional random walks with quadratic transition probabilities that have highly diverse applications. Well-known instances of these two-urn models are the Ehrenfest model of molecular diffusion, the voter model of social influence, and the Moran model of population genetics. We also provide a generating function method for diagonalizing the corresponding transition matrix that is valid if and only if the underlying mean density satisfies a linear differential equation and express the eigenvector components as terms of ordinary hypergeometric functions. The nature of the models lead to a natural extension to interaction between agents in a general network topology. We analyze the dynamics on uncorrelated heterogeneous degree sequence networks and relate the convergence times to the moments of the degree sequences for various pairwise interaction mechanisms. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
24700045
Volume :
96
Issue :
1
Database :
Academic Search Index
Journal :
Physical Review E
Publication Type :
Academic Journal
Accession number :
124591613
Full Text :
https://doi.org/10.1103/PhysRevE.96.012311