Convergence Behavior Analysis of Directed Signed Networks Subject to Nonidentical Topologies

被引:10
|
作者
Meng, Deyuan [1 ,2 ]
Du, Mingjun [1 ,2 ]
Liang, Jianqiang [1 ,2 ]
机构
[1] Beihang Univ, Res Div 7, Beijing 100191, Peoples R China
[2] Beihang Univ BUAA, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
基金
中国国家自然科学基金;
关键词
Nonidentical topology; polarization; sign-consistency; signed network; structural balance;
D O I
10.1109/TAC.2020.2994897
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 article addresses the behavior analysis problems for directed signed networks that involve cooperative-antagonistic interactions among agents. Of particular interest is to explore the convergence behaviors of directed signed networks with agents of mixed first-order and second-order dynamics. Furthermore, the agents are subject to nonidentical topologies represented by two different signed digraphs that have a strongly connected union. It is shown that when considering signed networks subject to sign-consistent nonidentical topologies, polarization (respectively, neutralization) can be achieved if and only if the union of two signed digraphs is structurally balanced (respectively, unbalanced). By comparison, signed networks can always be guaranteed to become neutralized in the presence of sign-inconsistent nonidentical topologies.
引用
收藏
页码:872 / 879
页数:8
相关论文
共 50 条
  • [21] SIDE: Representation Learning in Signed Directed Networks
    Kim, Junghwan
    Park, Haekyu
    Lee, Ji-Eun
    Kang, U.
    WEB CONFERENCE 2018: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW2018), 2018, : 509 - 518
  • [22] Patterns of link reciprocity in directed, signed networks
    Gallo, Anna
    Saracco, Fabio
    Lambiotte, Renaud
    Garlaschelli, Diego
    Squartini, Tiziano
    PHYSICAL REVIEW E, 2025, 111 (02)
  • [23] Graph partitions and the controllability of directed signed networks
    Liu, Xianzhu
    Ji, Zhijian
    Hou, Ting
    SCIENCE CHINA-INFORMATION SCIENCES, 2019, 62 (04)
  • [24] Graph partitions and the controllability of directed signed networks
    Xianzhu Liu
    Zhijian Ji
    Ting Hou
    Science China Information Sciences, 2019, 62
  • [25] Decoupled Variational Embedding for Signed Directed Networks
    Chen, Xu
    Yao, Jiangchao
    Li, Maosen
    Zhang, Ya
    Wang, Yanfeng
    ACM TRANSACTIONS ON THE WEB, 2021, 15 (01)
  • [26] Signed consensus problems on networks of agents with fixed and switching topologies
    Li, Juntao
    Dong, Wenpeng
    Xiao, Huimin
    INTERNATIONAL JOURNAL OF CONTROL, 2017, 90 (02) : 164 - 176
  • [27] Adaptive cluster synchronization in directed networks with nonidentical nonlinear dynamics
    Wang, Yi
    Ma, Zhongjun
    Cao, Jinde
    Alsaedi, Ahmed
    Alsaadi, Fuad E.
    COMPLEXITY, 2016, 21 (S2) : 380 - 387
  • [28] On Spectral Analysis of Directed Signed Graphs
    Li, Yuemeng
    Wu, Xintao
    Lu, Aidong
    2017 IEEE INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA), 2017, : 539 - 548
  • [29] On spectral analysis of directed signed graphs
    Li, Yuemeng
    Yuan, Shuhan
    Wu, Xintao
    Lu, Aidong
    INTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS, 2018, 6 (02) : 147 - 162
  • [30] Uniform convergence for directed time-varying signed networks under generalized Laplacian-class model?
    Wu, Yuxin
    Meng, Deyuan
    Cheng, Long
    AUTOMATICA, 2023, 149