Identification of complex network topologies through delayed mutual information
Physics and Society
2020-03-20 v1 Social and Information Networks
Systems and Control
Systems and Control
Abstract
The definitions of delayed mutual information and multi-information are recalled. It is shown how the delayed mutual information may be used to reconstruct the interaction topology resulting from some unknown scale-free graph with its associated local dynamics. Delayed mutual information is also used to solve the community detection problem. A probabilistic voter model defined on a scale-free graph is used throughout the paper as an illustrative example.
Cite
@article{arxiv.2003.08792,
title = {Identification of complex network topologies through delayed mutual information},
author = {Pierre-Alain Toupance and Bastien Chopard and Laurent Lef èvre},
journal= {arXiv preprint arXiv:2003.08792},
year = {2020}
}
Comments
6 pages, 9 figures. arXiv admin note: text overlap with arXiv:1911.06540