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
相关论文
共 42 条
  • [1] [Anonymous], 2013, INT C WORLD WIDE WEB, P1343
  • [2] [Anonymous], 2011, NATURE, V473, P167
  • [3] [Anonymous], 1971, P IEEE C REC 12 ANN, P114
  • [4] [Anonymous], 2018, STAT MECH APPL, V497, P15
  • [5] Block-based minimum input design for the structural controllability of complex networks
    Bai, Ting
    Li, Shaoyuan
    Zou, Yuanyuan
    Yin, Xiang
    [J]. AUTOMATICA, 2019, 107 : 68 - 76
  • [6] Energy-Transfer Edge Centrality and Its Role in Enhancing Network Controllability
    Chanekar, Prasad Vilas
    Nozari, Erfan
    Cortes, Jorge
    [J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING, 2021, 8 (01): : 331 - 346
  • [7] Minimal Edge Addition for Network Controllability
    Chen, Ximing
    Pequito, Sergio
    Pappas, George J.
    Preciado, Victor M.
    [J]. IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2019, 6 (01): : 312 - 323
  • [8] A Classification of Nodes for Structural Controllability
    Commault, Christian
    van der Woude, Jacob
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 64 (09) : 3877 - 3882
  • [9] The single-input Minimal Controllability Problem for structured systems
    Commault, Christian
    Dion, Jean-Michel
    [J]. SYSTEMS & CONTROL LETTERS, 2015, 80 : 50 - 55
  • [10] Input addition and leader selection for the controllability of graph-based systems
    Commault, Christian
    Dion, Jean-Michel
    [J]. AUTOMATICA, 2013, 49 (11) : 3322 - 3328