Voter Models and External Influence
Abstract
In this paper, we extend the voter model (VM) and the threshold voter model (TVM) to include external influences modelled as a jump process. We study the newly-formulated models both analytically and computationally, employing diffusion approximations and mean field approximations. We derive results pertaining to the probability of reaching consensus on a particular opinion and also the expected consensus time. We find that although including an external influence leads to a faster consensus in general, this effect is more pronounced in the VM as compared to the TVM. Our findings suggest the potential importance of "macro-level" phenomena such as the external influences as compared to "micro-level" local interactions.
Keywords
Cite
@article{arxiv.1511.04160,
title = {Voter Models and External Influence},
author = {Jimit Majmudar and Stephen M. Krone and Bert O. Baumgaertner and Rebecca C. Tyson},
journal= {arXiv preprint arXiv:1511.04160},
year = {2016}
}
Comments
10 pages, 5 figures, preprint