Continuification Control of Large-Scale Multiagent Systems in a Ring

被引:8
|
作者
Maffettone, Gian Carlo [1 ]
Boldini, Alain [2 ,3 ]
Di Bernardo, Mario [1 ,4 ]
Porfiri, Maurizio [2 ,3 ,5 ]
机构
[1] Scuola Super Meridionale, Modeling & Engn Risk & Complex, I-80138 Naples, Italy
[2] NYU, Tandon Sch Engn, Ctr Urban Sci & Progress, Brooklyn, NY 11201 USA
[3] NYU, Dept Mech & Aerosp Engn, Tandon Sch Engn, Brooklyn, NY 11201 USA
[4] Univ Naples Federico II, Dept Elect Engn & Informat Technol, I-80125 Naples, Italy
[5] NYU, Tandon Sch Engn, Dept Biomed Engn, Brooklyn, NY 11201 USA
来源
基金
美国国家科学基金会;
关键词
Agents-based systems; distributed parameter systems; large-scale systems;
D O I
10.1109/LCSYS.2022.3226619
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this Letter, we propose a method to control large-scale multiagent systems swarming in a ring. Specifically, we use a continuification-based approach that transforms the microscopic, agent-level description of the system dynamics into a macroscopic, continuum-level representation, which we employ to synthesize a control action towards a desired distribution of the agents. The continuum-level control action is then discretized at the agent-level in order to practically implement it. To confirm the effectiveness and the robustness of the proposed approach, we complement theoretical derivations with numerical simulations.
引用
收藏
页码:841 / 846
页数:6
相关论文
共 50 条
  • [1] Continuification Control of Large-Scale Multiagent Systems Under Limited Sensing and Structural Perturbations
    Maffettone, Gian Carlo
    Porfiri, Maurizio
    Di Bernardo, Mario
    [J]. IEEE CONTROL SYSTEMS LETTERS, 2023, 7 : 2425 - 2430
  • [2] Distributed Adaptive Flocking Control for Large-Scale Multiagent Systems
    Dey, Shawon
    Xu, Hao
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, : 1 - 10
  • [3] A Review on Application Domains of Large-Scale Multiagent Systems
    Schatten, Markus
    Tomicic, Igor
    Duric, Bogdan Okresa
    [J]. CENTRAL EUROPEAN CONFERENCE ON INFORMATION AND INTELLIGENT SYSTEMS: PROCEEDINGS ARCHIVE 2017, 2017, : 201 - 206
  • [4] LARGE-SCALE CONTROL SYSTEMS
    PETROV, BN
    POSPELOV, GS
    [J]. ENGINEERING CYBERNETICS, 1966, (02): : 1 - &
  • [5] Automatic Curriculum Learning for Large-Scale Cooperative Multiagent Systems
    Zhang, Tianle
    Liu, Zhen
    Pu, Zhiqiang
    Yi, Jianqiang
    [J]. IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2023, 7 (03): : 912 - 930
  • [6] Achieving software robustness via large-scale multiagent systems
    Huhns, MN
    Holderfield, VT
    Gutierrez, RLZ
    [J]. SOFTWARE ENGINEERING FOR LARGE-SCALE MULTI-AGENT SYSTEMS: RESEARCH ISSUES AND PRACTICAL APPLICATIONS, 2003, 2603 : 199 - 215
  • [7] large-scale systems and networked control
    Tian, Yu-Chu
    Sun, Youxian
    [J]. ASIA-PACIFIC JOURNAL OF CHEMICAL ENGINEERING, 2008, 3 (06) : 587 - 588
  • [8] Hierarchical Control for Large-Scale Systems
    钱富才
    李琦
    刘丁
    [J]. Journal of Systems Engineering and Electronics, 2001, (04) : 41 - 45
  • [9] LARGE-SCALE SYSTEMS AND DECENTRALIZED CONTROL
    ATHANS, M
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1978, 23 (02) : 105 - 106
  • [10] DECENTRALIZED CONTROL OF LARGE-SCALE SYSTEMS
    IKEDA, M
    [J]. LECTURE NOTES IN CONTROL AND INFORMATION SCIENCES, 1989, 135 : 219 - 242