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中国物理学会期刊

一类权重网络的加速演化模型

CSTR: 32037.14.aps.56.6326

A weighted network model with accelerated evolution

CSTR: 32037.14.aps.56.6326
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  • 采用动态形成权重网络的方法,研究了在演化过程中新增边具有加速连接情况下权重网络的拓扑特性和强度分布,给出了节点强度与度的解析表达式.分析表明,加速演化的权重模型具有明显的无标度特性.再者,只要权重网络的边权重服从某一概率分布,则在演化过程中强度择优连接与度择优连接对于网络的度分布没有影响,且与具体的概率分布无关.

     

    Using the dynamic method to evolve a weighted network, a new weighted network with accelerated attachment of newly added edges is proposed. At each time step, the number of newly added edges is proportional to the size of the network. The degree distribution of the network is discussed. The strength distribution is also obtained, and the analytical relation between the strength and the degrees of nodes is presented. The network shows scale-free property in both theoretical analysis and numerical simulations. In addition, regardless of degree preferential attachment or strength preferential attachment in the evolution process, as long as the weight of edge follows a certain probability distribution, the degree distribution always follows the power-law distribution and its exponent is not related with the attachment mechanism and the specific probability distribution.

     

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