Turalska Malgorzata, West Bruce J, Grigolini Paolo
Center for Nonlinear Science, University of North Texas, Denton, Texas 76203-1427, USA.
Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Jun;83(6 Pt 1):061142. doi: 10.1103/PhysRevE.83.061142. Epub 2011 Jun 24.
We study a decision making model in a condition where it is equivalent to the two-dimensional Ising model, and we show that at the onset of phase transition it generates temporal complexity, namely, nonstationary and nonergodic fluctuations. We argue that this is a general property of criticality, thereby opening the door to the application of the recently discovered phenomenon of complexity matching: For an efficient transfer of information to occur, a perturbing complex network must share the same temporal complexity as the perturbed complex network.
我们研究了一种在等同于二维伊辛模型的条件下的决策模型,并且表明在相变开始时它会产生时间复杂性,即非平稳和非遍历涨落。我们认为这是临界性的一个普遍属性,从而为最近发现的复杂性匹配现象的应用打开了大门:为了实现信息的有效传递,一个扰动复杂网络必须与被扰动复杂网络具有相同的时间复杂性。