Journal of Guangxi Normal University(Natural Science Edition) ›› 2026, Vol. 44 ›› Issue (3): 139-147.doi: 10.16088/j.issn.1001-6600.2025080402

• Mathematics • Previous Articles     Next Articles

Bipartite-Partial Component Consensus of Multi-agent Systems via Event-Triggered Control

WU Jianjun1,2, GAN Xiaoliang1,2*, MA Zhongjun3   

  1. 1. School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guilin Guangxi 541004, China;
    2. Guangxi Colleges and Universities Key Laboratory of Data Analysts and Computation (Guilin University of Electronic Technology), Guilin Guangxi 541004, China;
    3. Center for Applied Mathematics of Guangxi (GUET), Guilin Guangxi 541004, China
  • Received:2025-08-04 Revised:2025-09-14 Online:2026-05-05 Published:2026-05-13

Abstract: Bipartite-partial component consensus refers to a group dynamic behavior in a multi-agent system where some components of the state variables of some agents tend to be consistent over time, while the corresponding components of the state variables of the remaining agents tend to have opposite values over time. This paper for the first time explores the bipartite-partial component consensus problem for nonlinear leader-following multi-agent systems in directed signed networks via event-triggered control. By designing a novel event-triggered control protocol and an event-triggering function that dynamically adjusts according to the system state, the communication frequency among agents and the update frequency of controllers can be significantly reduced while guaranteeing desired system performance. Then, the sufficient conditions to achieve bipartite-partial component consensus are derived for the multi-agent systems, and it is proved that the multi-agent systems can effectively avoid the Zeno phenomenon under the designed event-triggered control protocol. Finally, a specific simulation example is used to verify the reliability of the article’s conclusion and the effectiveness of saving communication resources.

Key words: multi-agent system, event-triggered, bipartite-partial component consensus, signed network, leader-following

CLC Number:  O231
[1] GAZI V, PASSINO K M. Stability analysis of social foraging swarms[J]. IEEE Transactions on Systems, Man, and Cybernetics Part B, Cybernetics, 2004, 34(1): 539-557. DOI: 10.1109/tsmcb.2003.817077.
[2] 卢添. 基于多智能体系统一致性理论的固定翼无人机编队控制[D]. 南京: 东南大学, 2021. DOI: 10.27014/d.cnki.gdnau.2021.000134.
[3] REN W, BEARD R W, ATKINS E M. Information consensus in multivehicle cooperative control[J]. IEEE Control Systems Magazine, 2007, 27(2): 71-82. DOI: 10.1109/MCS.2007.338264.
[4] 呼文军, 马忠军, 马梅. 领导-跟随多智能体系统在分布式自适应控制下的滞后一致性[J]. 广西师范大学学报(自然科学版), 2018, 36(1): 70-75. DOI: 10.16088/j.issn.1001-6600.2018.01.009.
[5] LI H J. Event-triggered bipartite consensus of multi-agent systems in signed networks[J]. AIMS Mathematics, 2022, 7(4): 5499-5526. DOI: 10.3934/math.2022305.
[6] SUN Y S, JI Z J, QI Q Y, et al. Bipartite consensus of multi-agent systems with intermittent interaction[J]. IEEE Access, 2019, 7: 130300-130311.DOI: 10.1109/ACCESS.2019.2940541.
[7] 杨思凡, 谢广明, 罗文广, 等. 符号图下多智能体系统事件驱动二分一致性[J]. 信息与控制, 2020, 49(5): 591-597. DOI: 10.13976/j.cnki.xk.2020.9389.
[8] MA G D, REN J, ZHAO M, et al. Bipartite consensus of nonlinear multi-agent systems under multi-layer signed graphs[C]// 2021 40th Chinese Control Conference (CCC). Piscataway, NJ: IEEE, 2021: 5080-5085.DOI: 10.23919/CCC52363.2021.9549137.
[9] YU X, WANG G, JIA L, et al. Event-triggered practical fixed-time containment control for stochastic multiagent systems with input delay[J]. IEEE Transactions on Fuzzy Systems, 2024, 32(5): 2762-2774. DOI: 10.1109/tfuzz.2024.3357716.
[10] TABUADA P. Event-triggered real-time scheduling of stabilizing control tasks[J]. IEEE Transactions on Automatic Control, 2007, 52(9): 1680-1685. DOI: 10.1109/TAC.2007.904277.
[11] DIMAROGONAS D V, FRAZZOLI E, JOHANSSON K H. Distributed event-triggered control for multi-agent systems[J]. IEEE Transactions on Automatic Control, 2012, 57(5): 1291-1297. DOI: 10.1109/ TAC.2011.2174666.
[12] KHASHOOEI B A, ANTUNES D J, HEEMELS W P M H. Output-based event-triggered control with performance guarantees[J]. IEEE Transactions on Automatic Control, 2017, 62(7): 3646-3652. DOI: 10.1109/TAC.2017.2672201.
[13] GE X H, HAN Q L. Distributed formation control of networked multi-agent systems using a dynamic event-triggered communication mechanism[J]. IEEE Transactions on Industrial Electronics, 2017, 64(10): 8118-8127. DOI: 10.1109/TIE.2017.2701778.
[14] LI X W, TANG Y, KARIMI H R. Consensus of multi-agent systems via fully distributed event-triggered control[J]. Automatica, 2020, 116: 108898. DOI: 10.1016/j.automatica.2020.108898.
[15] 吴彬彬, 马忠军, 王毅. 领导-跟随多智能体系统的部分分量一致性[J]. 物理学报, 2017, 66(6): 5-11. DOI: 10.7498/aps.66.060201.
[16] 于俊生, 马忠军, 李科赞. 事件触发控制下多智能体系统的部分分量一致性[J]. 广西师范大学学报(自然科学版), 2023, 41(4): 149-157. DOI: 10.16088/j.issn.1001-6600.2022090401.
[17] 隆紫庭, 马忠军, 李科赞. 多智能体系统的实用-分量一致性[J]. 广西师范大学学报(自然科学版), 2024, 42(1): 139-146. DOI: 10.16088/j.issn.1001-6600.2023041202.
[18] HU W J, ZHANG W, MA Z J, et al. Partial component consensus analysis of second-order and third-order nonlinear multi-agent systems[J]. Physica A: Statistical Mechanics and Its Applications, 2022, 593: 126857. DOI: 10.1016/j.physa.2022.126857.
[19] 杨珺博, 马忠军, 李科赞. 双层网络上多智能体系统的部分分量一致性[J]. 控制理论与应用, 2023, 40(8): 1377-1383.DOI: 10.7641/CTA.2023.20561.
[20] 华彩凤, 马忠军, 李科赞. 多智能体系统基于自适应控制下的二分-分量一致性[J]. 控制与决策, 2024, 39(5): 1754-1760. DOI: 10.13195/j.kzyjc.2023.0500.
[21] 廖晓昕. 稳定性的数学理论及应用[M]. 2版. 武汉: 华中师范大学出版社, 2001: 19-20, 321-322, 336-337.
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