摘要
首先对近年来复杂网络演化方面的研究进展进行了总结归纳,从网络演化部件、是否考虑权重、采用的演化机制、演化网络是否动态变化以及针对实际网络演化侧重的条件5个方面对当前复杂网络的演化模型进行了分类;其次从演化的时间尺度、权重与拓扑之间的关系、演化的复杂性3个方面指出了当前复杂网络演化研究存在的不足;最后提出了基于复杂适应系统理论来研究工程技术网络演化的框架。
This paper firstly gives a survey on the research progress of the evolution of complex networks.Furthermore,the evolution models of complex networks are classified in terms of five aspects,which are the evolution components,evolution weights,evolution mechanisms,dynamic of evolutionary networks and concerned conditions of real networks.Secondly,the shortages of research on the evolution of complex networks are given according to the time scale of evolution,the relationship between weight and topology and the complexity of evolution.Lastly,a framework based on the complex adaptive system（CAS） is presented in order to study the evolution of technical networks.
出处
《装备指挥技术学院学报》
2011年第1期120-125,共6页
Journal of the Academy of Equipment Command & Technology
基金
部委级资助项目
关键词
复杂网络
演化
复杂适应系统
complex networks
evolution
complex adaptive system（CAS）
