Willeboordse Frederick H
Department of Physics, The National University of Singapore, Singapore 119260.
Phys Rev Lett. 2006 Jan 13;96(1):018702. doi: 10.1103/PhysRevLett.96.018702.
A dynamical analysis of common network topologies is given and it is reported that a scale-free structure has two vital and distinctive features. First, complex but nevertheless reproducible states exist and, second, single-site induced state switching reminiscent of gene-expression control exists also. This indicates that scale-free networks have key dynamical advantages over other network topologies that could have contributed to their evolutionary success and thus may provide another reason for their prevalence in nature.
对常见网络拓扑结构进行了动力学分析,结果表明无标度结构具有两个重要且独特的特征。其一,存在复杂但仍可重现的状态;其二,也存在类似于基因表达控制的单节点诱导状态切换。这表明无标度网络相较于其他网络拓扑结构具有关键的动力学优势,这些优势可能促成了它们在进化上的成功,因而可能为它们在自然界中普遍存在提供了另一个原因。