Xie J, Sreenivasan S, Korniss G, Zhang W, Lim C, Szymanski B K
Department of Computer Science, Rensselaer Polytechnic Institute, 110 8th Street, Troy, New York 12180, USA.
Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Jul;84(1 Pt 1):011130. doi: 10.1103/PhysRevE.84.011130. Epub 2011 Jul 22.
We show how the prevailing majority opinion in a population can be rapidly reversed by a small fraction p of randomly distributed committed agents who consistently proselytize the opposing opinion and are immune to influence. Specifically, we show that when the committed fraction grows beyond a critical value p(c) ≈ 10%, there is a dramatic decrease in the time T(c) taken for the entire population to adopt the committed opinion. In particular, for complete graphs we show that when p < pc, T(c) ~ exp [α(p)N], whereas for p>p(c), T(c) ~ ln N. We conclude with simulation results for Erdős-Rényi random graphs and scale-free networks which show qualitatively similar behavior.
我们展示了在一个群体中,占主导地位的多数意见如何能被一小部分比例为p的随机分布的坚定个体迅速扭转。这些个体持续宣扬相反的意见且不受影响。具体而言,我们表明,当坚定个体的比例增长超过临界值p(c)≈10%时,整个群体采纳坚定个体意见所需的时间T(c)会急剧减少。特别地,对于完全图,我们表明当p < pc时,T(c) ~ exp [α(p)N],而当p > p(c)时,T(c) ~ ln N。我们以对厄多斯 - 雷尼随机图和无标度网络的模拟结果作为结论,这些结果显示出定性上相似的行为。