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电子学报  2012 

高阶多智能体系统的一致性分析

, PP. 2466-2471

Keywords: 多智能体系统,高阶系统,信息流,一致性控制,一致性收敛判据,状态量权重

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Abstract:

移动多智能体系统的一致性问题是复杂动力学系统中非常有现实意义的问题.在网络通信拓扑固定时,本文基于矩阵分解理论,提出了高阶多智能体系统中的信息流一致性收敛判据,给出了渐近收敛的充分必要条件;在通信拓扑具有最小生成树的前提下,通过构建多输入多输出系统的闭环传递函数,得到了各个阶次的状态量权重系数对收敛稳定性的影响效果,指出只要状态量权重满足Hurwitz稳定条件,即可实现一致性收敛.最后给出数值算例,仿真结果验证了结论的正确性.

References

[1]  刘春阳,谭应清,柳长安,等.多智能体强化学习在足球机器人中的研究与应用[J].电子学报,2010,38(8):238-245. LIU Chun-yang,TAN Ying-qing,LIU Chang-an,et al.Application of multi-agent reinforcement learning in robot soccer[J].Acta Electronica Sinica,2010,38(8):238-245.(in Chinese)
[2]  欧海涛,张卫东,张文渊,等.基于多智能体技术的城市智能交通控制系统[J].电子学报,2010,28(12):1958-1962. OU Hai-tao,ZHANG Wei-dong,ZHANG Wen-yuan,et al.Urban intelligent traffic control system based on multi-agent technology[J].Acta Electronica Sinica,2010,28(12):1958-1962.(in Chinese)
[3]  TIAN Yu-ping,LIU Cheng-lin.Consensus of multi-agent systems with diverse input and communication delays[J].IEEE Transactions on Automatic Control,2008,53(9):2122-2128.
[4]  R Olfati-Saber,R M Murray.Consensus problems in networks of agents with switching topology and time delays[J].IEEE Transactions on Automatic Control,2004,49(9):1520-1533.
[5]  LIU Hui-yang,XIE Guang-ming,WANG Long.Consensus of multi-agent systems with time-varying delay .Forty-ninth IEEE Conference on Decision and Control .Atlanta:Institute of Electrical and Electronics Engineers Inc,2010.3078-3083.
[6]  Ren W,K L Moore,Y Chen.High-order and model reference consensus algorithms in cooperative control of multivehicle systems[J].Journal of Dynamic Systems,Measurement,and Control,2007,129(5):678-688.
[7]  WANG Jin-huan,CHENG Dai-zhan,HU Xiao-ming.Consensus of multi-agent linear dynamic systems[J].Asian Journal of Control,2008,10(2):144-155.
[8]  U Munz,A Papachristodoulou,F Allgower.Generalized Nyquist consensus condition for high-order linear multi-agent systems with communication delays .Proceeding of the Forty-eighth Conference on Decision and Control .Shanghai:Institute of Electrical and Electronics Engineers Inc,2009.4765-4771.
[9]  JIANG Fang-cui,WANG Long,XIE Guang-ming.Consensus of high-order dynamic multi-agent systems with switching topology and time-varying delays[J].Journal of Control Theory and Applications,2010,8(1):52-60.
[10]  JIANG Fang-cui,WANG Long,JIA Ying-min.Consensus in leaderless networks of high-order-integrator agents .Proceedings of American Control Conference .St Louis:Institute of Electrical and Electronics Engineers Inc,2009.4458-4463.
[11]  A Jadbabaie,J Lin,A S Morse.Coordination of groups of mobile autonomous agents using nearest neighbor rules[J].IEEE Transactions on Automatic Control,2003,48(6):988-1001.
[12]  W Ren,R W Beard.Consensus seeking in multiagent systems under dynamically changing interaction topologies[J].IEEE Transactions on Automatic Control,2005,50(5):655-661.
[13]  T C Aysal,K E Barner.Convergence of consensus models with stochastic disturbances[J].IEEE Transactions on Informaction Theory,2010,56(8):4101-4113.

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