English

$1/f$ noise in extremal dynamics

Statistical Mechanics 2025-08-05 v1

Abstract

The Bak-Sneppen (BS) evolution model remains a well-studied example of self-organized criticality (SOC). We propose a simple variant of the BS model, where the global fitness fluctuations show 1/fα1/f^{\alpha} noise with a spectral exponent nearly equal to 1 (pink noise). To further corroborate, we compute the two-time autocorrelation function that decays logarithmically. The 1/f1/f noise in the global fitness is robust and hyper-universal. We identify the dominance of non-trivial local fitness cross-power spectra.

Cite

@article{arxiv.2508.01327,
  title  = {$1/f$ noise in extremal dynamics},
  author = {Rahul Chhimpa and Abha Singh and Avinash Chand Yadav},
  journal= {arXiv preprint arXiv:2508.01327},
  year   = {2025}
}

Comments

7 pages, 8 figures

R2 v1 2026-07-01T04:30:56.084Z