Vazquez Federico, González-Avella Juan Carlos, Eguíluz Víctor M, San Miguel Maxi
IFISC, Instituto de Física Interdisicplinar y Sistemas Complejos (CSIC-UIB), E-07122 Palma de Mallorca, Spain.
Phys Rev E Stat Nonlin Soft Matter Phys. 2007 Oct;76(4 Pt 2):046120. doi: 10.1103/PhysRevE.76.046120. Epub 2007 Oct 29.
We study the coevolution of network structure and node states in a model of multiple state interacting agents. The system displays two transitions, network recombination and fragmentation, governed by time scales that emerge from the dynamics. The recombination transition separates a frozen configuration, composed by disconnected network components whose agents share the same state, from an active configuration, with a fraction of links that are continuously being rewired. The nature of this transition is explained analytically as the maximum of a characteristic time. The fragmentation transition, that appears between two absorbing frozen phases, is an anomalous order-disorder transition, governed by a crossover between the time scales that control the structure and state dynamics.
我们在一个多状态相互作用主体模型中研究网络结构与节点状态的共同演化。该系统呈现出两种转变,即网络重组和碎片化,它们由动力学中出现的时间尺度所支配。重组转变将一种冻结构型(由其主体共享相同状态的不相连网络组件组成)与一种活跃构型区分开来,在活跃构型中,有一部分链路在不断地重新布线。这种转变的本质被解析为一个特征时间的最大值。出现在两个吸收性冻结相之间的碎片化转变是一种反常的有序 - 无序转变,由控制结构和状态动力学的时间尺度之间的交叉所支配。