Fan H, Wang Z, Ohnishi T, Saito H, Aihara K
Department of Mathematical Informatics, Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-Ku, Tokyo 113-8656, Japan.
Phys Rev E Stat Nonlin Soft Matter Phys. 2008 Aug;78(2 Pt 2):026103. doi: 10.1103/PhysRevE.78.026103. Epub 2008 Aug 8.
Community structure and rewiring phenomena exist in many complex networks, particularly in bipartite networks. We construct a model for the degree distribution of the rewiring problem in a multicommunity weight-driven bipartite network (MCWBN). The network consists of many interconnected communities, each of which holds a bipartite graph. The bipartite graph consists of two sets of nodes. We name each node in one set a "producer" and each node in the other set a "consumer." A weight value matrix defining the trade barrier between any two communities is used to characterize the structure of the communities, which ensures the higher preferential attachment probability in intracommunity than in intercommunity. The size of one producer is defined as the number of consumers connected to it. We find that the nonlinear dynamics of the scale of production, or the total size of all producers in each community is dependent only on the initial scale of production in each community, and independent of the distribution of the producer size. Furthermore, if the nonlinear system of the scale of production in each community is at an equilibrium state, the distribution of the producer size in each community of the MCWBN model is equivalent to that in a one-community model.
群落结构和重新布线现象存在于许多复杂网络中,尤其是在二分网络中。我们构建了一个关于多群落权重驱动二分网络(MCWBN)中重新布线问题度分布的模型。该网络由许多相互连接的群落组成,每个群落都包含一个二分图。二分图由两组节点组成。我们将一组节点中的每个节点称为“生产者”,另一组节点中的每个节点称为“消费者”。使用一个定义任意两个群落之间贸易壁垒的权重值矩阵来表征群落的结构,这确保了群落内部比群落之间具有更高的优先连接概率。一个生产者的规模定义为与其相连的消费者数量。我们发现,生产规模的非线性动态,即每个群落中所有生产者的总规模,仅取决于每个群落的初始生产规模,而与生产者规模的分布无关。此外,如果每个群落中生产规模的非线性系统处于平衡状态,MCWBN模型中每个群落的生产者规模分布等同于单群落模型中的分布。