复杂网络系统的拓扑结构辨识方法

A review for topology identification of complex networks

网络拓扑是复杂网络分析、预测和控制的必要条件,本文针对复杂网络拓扑辨识方法的研究,首先对复杂网络拓扑辨识问题进行了描述,然后对近年提出的基于同步方法、基于压缩感知理论方法等拓扑辨识方法进行了全面回顾,讨论了网络拓扑辨识的步骤。在此基础上,总结分析了已有方法存在的问题,对复杂网络拓扑辨识未来的研究方向进行了讨论。

The network topology is a necessary condition for complex network analysis,forecast and control.In this paper,the complex network topology identification problem is described for the research of complex network topology identification method.Then,the recently reported researches on the topology identification are reviewed comprehensively,and the steps of network topology identification are discussed.On this basis,the problems existing in the existing methods are analyzed,and the future research directions on complex network topology identification are pointed out.