Input Structure Design for Structural Controllability of Complex Networks

被引:4
|
作者
Wang, Lifu [1 ]
Li, Zhaofei [1 ]
Zhao, Guotao [1 ,2 ]
Guo, Ge [1 ]
Kong, Zhi [1 ]
机构
[1] Northeastern Univ Qinhuangdao, Sch Control Engn, Qinhuangdao 066004, Peoples R China
[2] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
基金
中国国家自然科学基金;
关键词
Complex network; input configuration; minimum controlled node set; structural controllability; NODES; SELECTION;
D O I
10.1109/JAS.2023.123504
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper addresses the problem of the input design of large-scale complex networks. Two types of network components, redundant inaccessible strongly connected component (RISCC) and intermittent inaccessible strongly connected component (IISCC) are defined, and a subnetwork called a driver network is developed. Based on these, an efficient method is proposed to find the minimum number of controlled nodes to achieve structural complete controllability of a network, in the case that each input can act on multiple state nodes. The range of the number of input nodes to achieve minimal control, and the configuration method (the connection between the input nodes and the controlled nodes) are presented. All possible input solutions can be obtained by this method. Moreover, we give an example and some experiments on real-world networks to illustrate the effectiveness of the method.
引用
收藏
页码:1571 / 1581
页数:11
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