English

Noise-Induced Polarization Switch in Single and Multiplex Complex Networks

Adaptation and Self-Organizing Systems 2017-04-19 v1

Abstract

The combination of bistability and noise is ubiquitous in complex systems, from biological to social interactions, and has important implications for their functioning and resilience. We analyze a simple three-state model for bistability in networks under varying unbiased noise. In a fully connected network increasing noise yields a collapse of bistability to an unpolarised state. In contrast, in complex networks noise can abruptly switch the polarization state in an irreversible way. When two networks are combined through increasing multiplex coupling, one is dominant and progressively imposes its state on the other, offsetting or promoting the ability of noise to switch polarization. Our results show that dynamical correlations and asymmetry in dynamical processes in networks are sufficient for allowing unbiased noise to produce abrupt irreversible transitions between extremes, which can be neutralized or enhanced by multiplex coupling.

Keywords

Cite

@article{arxiv.1608.00428,
  title  = {Noise-Induced Polarization Switch in Single and Multiplex Complex Networks},
  author = {Jan O. Haerter and Albert Díaz-Guilera and M. Ángeles Serrano},
  journal= {arXiv preprint arXiv:1608.00428},
  year   = {2017}
}

Comments

main text: 5 pages, 4 figures supplement: 15 pages, 15 figures

R2 v1 2026-06-22T15:09:06.858Z