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复杂系统与复杂性科学  2019, Vol. 16 Issue (2): 52-59    DOI: 10.13306/j.1672-3813.2019.02.006
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基于领导者对称的多智能体系统可控性研究
仉伟, 纪志坚, 渠继军
青岛大学自动化学院,山东 青岛 266071
Controllability of Multi-Agent Systems Based on Leader Symmetry
ZHANG Wei, JI Zhijian, QU Jijun
School of Automation, Qingdao University, Qingdao 266071, China
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摘要 在领导者跟随者的框架下,针对多智能体系统中存在自同构结构对可控性产生影响的问题。利用矩阵论和图论作为工具,提出了系统是否存在自同构结构的判定依据。通过自同构的分析,本文对系统的能控性判断提出了图论方面的判断方法。另外,本文还通过置换矩阵将单领导者对称系统推广到多领导者对称系统,研究了单领导者对称系统与多领导者对称系统的不可控性,为更进一步研究复杂的拓扑结构可控性问题提供了研究方向和方法
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仉伟
纪志坚
渠继军
关键词 多智能体系统等价划分自同构领导者对称可控性    
Abstract:This paper investigates the affection of automorphism on controllability for the multi-agent systems with leader-follower framework. By using graph theory and matrix theory, we obtain a criterion for determining the existence of automorphism structure of multi-agent systems. Based on the analyzing of automorphism, we point out the relationship between automorphism and controllability of, which provides a method on the aspect of graphics to identify judging the controllability. In addition, this paper also extends the single leader symmetric systems to the multi-leader symmetric systems, which investigates the controllability of leader selection, and provides the directions and methods for further researches on the controllability of complex topological structures
Key wordsmulti-agent systems    equivalent division    automorphism    leader symmetry    controllability
收稿日期: 2019-05-14      出版日期: 2019-08-19
ZTFLH:  37N35  
  37F20  
基金资助:国家自然科学基金(61873136、61374062、61603288),山东省杰出青年科学基金(JQ201419)
通讯作者: 纪志坚(1973),男,山东青岛人,博士,教授,主要研究方向为多智能体网络系统,复杂网络的分析与控制等   
作者简介: 仉伟 (1994),女,山东潍坊人,硕士研究生。主要研究的为多智能体网络系统
引用本文:   
仉伟, 纪志坚, 渠继军. 基于领导者对称的多智能体系统可控性研究[J]. 复杂系统与复杂性科学, 2019, 16(2): 52-59.
ZHANG Wei, JI Zhijian, QU Jijun. Controllability of Multi-Agent Systems Based on Leader Symmetry. Complex Systems and Complexity Science, 2019, 16(2): 52-59.
链接本文:  
http://fzkx.qdu.edu.cn/CN/10.13306/j.1672-3813.2019.02.006      或      http://fzkx.qdu.edu.cn/CN/Y2019/V16/I2/52
[1] Fax J A. Optimal and cooperative control of vehicle formations[D].Pasadena:California Institute Technology,2001.
[2] Jadbabaie A, Lin J, Morse A S. Coordination of groups of mobile autonomous agents using nearest neighbor rules[J].IEEE Trans on Automatic Control, 2003, 48(6): 988-1001.
[3] Fax J A, Murray R M. Information flow and cooperative control of vehicle formations[J]. IEEE Trans on Automatic Control, 2004, 49(9): 1465-1476.
[4] Olfti-Saber R, Murray R M. Consensus protocols for networks of dynamic agents[C]//Proc of American Control Conf, Denver, 2003: 951-956.
[5] Olfati-Saber R, Murray R M. Consensus problems in networks of agents with switching topology and time-delays[J]. IEEE Trans on Automatic Control, 2004, 49(9):1520-1533.
[6] Bliman P A, Ferrari-Trecate G. Average consensus problems in networks of agents with delayed communications[J]. Automatica, 2008, 44(8): 1985-1995.
[7] Ren W, Beard R W. Consensus seeking in multi-agent systems under dynamically changing interaction topologies[J]. IEEE Trans on Automatic Control, 2005,50(5): 655-661.
[8] Blondel V, Hendrickx J M, Olshevsky A, et al. Convergence in multi-agent coordination, consensus, and flocking[C]//Proc of IEEE Conf Decision and Control,2005 and 2005 Eur Control Conf, Seville,2005: 2996-3000
[9] Tanner H G. On the controllability of nearest neighbor interconnections[C]//Proc of IEEE Conf Decision and Control, Atlantis, 2004: 2467-2472.
[10] Rahmani A, Mesbahi M. On the controlled agreement problem[C]//Proc of American Control Conf, Minneapolis,2006: 1376-1381.
[11] Ji M, Muhammad A, Egerstedt M. Leader-based multi-agent coordination: Controllability and optimal control[C]//Proc of American Control Conf, Minneapolis, 2006: 1358-1363.
[12] Ji M, Egerstedt M. A graph-theoretic characterization of controllability for multi-agent systems[C]//Proc of American Control Conf, New York, 2007: 4588-4593.
[13] Liu B, Xie G M, Chu T G, et al. Controllability of interconnected systems via switching networks with a leader[C]//IEEE Int Conf on Systems, Man and Cybernetics,Taipei, 2006: 3912-3916.
[14] Ji Z J, Lin H, Lee T H. Controllability of multi-agent systems with switching toplogy[C]//IEEE Int Conf on Robotics, Automation and Mechatronics, Chengdu, 2008:421-426.
[15] Ji Z J, Wang Z D, Lin H, et al. Controllability of multi-agent systems with time-delay in state and switching topology[J].Int J of Control, 2009, 83(2): 371-386.
[16] Zamani M, Lin H. Structural controllability of multi-agent systems[C]//Proc of American Control Conf, St Louis,2009: 5743-5748.
[17] Rahmani A, Ji M, Mesbahi M, et al. Controllability of multi-agent systems from a graph-theoretic perspective[J].SIAM Journal on Control and Optimization, 2009, 48(1):162-186.
[18] Martini S, Egerstedt M, Bicchi A. Controllability analysis of multi-agent systems using relaxed equitable partitions[J]. International Journal of Systems, Control and Communications, 2010, 2(1/2/3):100.
[19] 张安慧,张世杰,陈健, 等.多智能体系统可控性的图论刻画[J]. 控制与决策,2011,26(11):1621-1626,1631.Zhang Anhui, Zhang Shijie, Chen Jian, et al. Graph theory characterization of controllability of multi-agent systems[J].Control and decision-making, 2011, 26 (11): 1621-1626, 1631.
[20] Zhang S, Camlibel M K, Cao M. Controllability of diffusively-coupled multi-agent systems with general and distance regular coupling topologies[C]∥Decision & Control & European Control Conference,IEEE,2011.
[21] Zhang S, Cao M, Camlibel M K. Upper and lower bounds for controllable subspaces of networks of diffusively coupled agents[J]. IEEE Transactions on Automatic Control, 2014, 59(3):745-750.
[22] Xue M, Roy S. Comment on “Upper and lower bounds for controllable subspaces of networks of diffusively-coupled agents”[J]. IEEE Transactions on Automatic Control, 2018,63(7):2306.
[23] Aguilar C O, Gharesifard B. On almost equitable partitions and network controllability[C]//American Control Conference. IEEE, 2016.
[24] Aguilar C O,Gharesifard B.Almost equitable partitions and new necessary conditions for network controllability[J].Automatica,2017,80:25-31.
[25] Ji M, Muhammad A, Egerstedt M. Leader-based multi-agent coordination: Controllability and optimal control[C]//American Control Conference, IEEE, 2006.
[26] Tanner H. On the controllability of nearest neighbor interconnections[C]//IEEE Conference on Decision & Control, IEEE, 2004.
[27] Xiang L, Zhu J J H, Chen F, et al. Controllability of weighted and directed networks with nonidentical node dynamics[J]. Mathematical Problems in Engineering, 2013, 2013(3):2996-3000.
[28] Martini S, Egerstedt M, Bicchi A. Controllability analysis of multi-agent systems using relaxed equitable partitions[J]. Int J of Systems, Control and Communications, 2010, 2(1/2/3): 100-121.
[29] Ji Z J,Wang Z D, Lin H, et al. Controllability of multi-agent systems with time-delay in state and switching topology[J].Int J of Control, 2009, 83(2): 371-386.
[30] Guan Y, Ji Z, Zhang L, et al. Controllability of multi-agent systems under directed topology[J]. International Journal of Robust and Nonlinear Control, 2016,89(5):1009-1024.
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