摘要
基于复杂网络理论知识研究了无标度网络的构造算法,并在原有的BA无标度网络模型的基础上,通过加入内部边和重连边机制使该网络模型不但具有无标度特性而且具有现实社会网络的小世界特性,同时给网络的节点加入初始引力,得出了一种改进的无标度网络模型。最后,不仅从理论上通过平均场方法验证了改进模型,而且通过数据仿真验证该模型。
Based on complex networks theory, this paper studies construction algorithm of the scale-free networks. On the basic of the original BA scale-free networks model, the network model adds internal side edges and reconnection mechanism so that it has not only a scale-free property but also a small-world property of the real social networks. The network＇s nodes are added initially attractive at the same time, and this paper obtains an improved scale-free networks＇ model.Finally, the improved scale-free networksmodel is vertified by mean-field methods theoretically and data simulation.
出处
《电子设计工程》
2016年第6期115-117,120,共4页
Electronic Design Engineering
关键词
复杂网络
无标度网络
改进无标度网络
平均场方法
complex networks
scale-free networks
improved scale-free networks
mean-field methods
