English

Simulation of majority rule disturbed by power-law noise

Statistical Mechanics 2007-09-25 v1

Abstract

Simulations are reported on the Ising two-dimensional ferromagnet in the presence of a special kind of noise. The noise spectrum P(n) follows a power law, where P(n) is the probability of flipping randomly selected n spins at each timestep. This is introduced to mimic the self-organized criticality as a model influence of a complex environment. We reproduced the phase transition similar to the case of P(n) = constant. Above some value of the noise amplitude the magnetisation tends to zero; otherwise it remains constant after some relaxation. Information of the initial spin orientation remains preserved to some extent by short-range spin-spin correlations. The distribution of the times between flips is exponential. The results are discussed as a step towards modeling of social systems.

Keywords

Cite

@article{arxiv.0709.3811,
  title  = {Simulation of majority rule disturbed by power-law noise},
  author = {D. Stauffer and K. Kulakowski},
  journal= {arXiv preprint arXiv:0709.3811},
  year   = {2007}
}

Comments

8 pages including 8 figures