无标度网络抗脆弱性度控制研究

Jingju Gao, Yongwei Meng
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引用次数: 2

摘要

由于小世界效应和无标度特征的发现,复杂网络的研究在过去几年得到了迅速发展,复杂网络的抗脆弱性是研究的热点之一。本文对无标度网络的脆弱性进行了分析,得出无标度网络的脆弱性主要由集线器的组合攻击引起。从最小度和枢纽两个方面出发,通过设置最大度和最小度分别对枢纽和随机生产连接进行控制,在此基础上建立了无标度网络的抗脆弱性模型。仿真实验表明,通过设置最小度并对集线器进行控制,可以增强无标度网络的抗可变性能力
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on Degree Control Resistance to Frangibility of Scale-Free Networks
Since the small-world effect and the scale-free characteristic discovery, the research of complex network obtained rapidly development in the past several years, the complex networks’ anti-frangibility is one of research focal points. This article analysised the scale-free networks’ frangibility, and obtained that the scale-free networks’ frangibility is mainly caused by combining attack to the hubs. From the two aspects of minimum degree and hubs, through setting maximum degree and minimum degree to control the hubs and the stochastic production connections separately, established the scale-free networks’ anti-frangibity model based on this. The simulation experiment indicated that through setting the minimum degree and controlling to hubs, can strengthen the scale-free networks’ anti-rangibility ability
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