Baxter G J, da Costa R A, Dorogovtsev S N, Mendes J F F
Department of Physics, University of Aveiro & I3N, Campus Universitário de Santiago, 3810-193 Aveiro, Portugal.
Phys Rev E. 2020 Sep;102(3-1):032301. doi: 10.1103/PhysRevE.102.032301.
We describe the critical behavior of weak multiplex percolation, a generalization of percolation to multiplex or interdependent networks. A node can determine its active or inactive status simply by referencing neighboring nodes. This is not the case for the more commonly studied generalization of percolation to multiplex networks, the mutually connected clusters, which requires an interconnecting path within each layer between any two vertices in the giant mutually connected component. We study the emergence of a giant connected component of active nodes under the weak percolation rule, finding several nontypical phenomena. In two layers, the giant component emerges with a continuous phase transition, but with quadratic growth above the critical threshold. In three or more layers, a discontinuous hybrid transition occurs, similar to that found in the giant mutually connected component. In networks with asymptotically powerlaw degree distributions, defined by the decay exponent γ, the discontinuity vanishes but at γ=1.5 in three layers, more generally at γ=1+1/(M-1) in M layers.
我们描述了弱多重渗流的临界行为,这是渗流到多重或相互依存网络的一种推广。一个节点可以通过参考相邻节点来简单地确定其活跃或不活跃状态。对于更常研究的渗流到多重网络的推广——相互连接的簇而言,情况并非如此,相互连接的簇要求在巨大相互连接组件中任意两个顶点之间的每一层内都有一条互连路径。我们研究了在弱渗流规则下活跃节点的巨大连接组件的出现情况,发现了几种非典型现象。在两层中,巨大组件以连续相变出现,但在临界阈值之上呈二次增长。在三层或更多层中,会出现不连续的混合转变,类似于在巨大相互连接组件中发现的情况。在具有渐近幂律度分布(由衰减指数γ定义)的网络中,不连续性消失,但在三层中γ = 1.5时消失,更一般地,在M层中γ = 1 + 1/(M - 1)时消失。