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Consensus of multi-agent systems in the cooperation-competition network with inherent nonlinear dynamics: A time-delayed control approach

机译:具有固有非线性动力学的合作竞争网络中多智能体系统的共识:时滞控制方法

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摘要

In this paper, the consensus problem is investigated for a group of first-order agents in the cooperation-competition network, where agents can cooperate or even compete with each other, i.e., the elements in the coupling weight matrix of the graph can be either positive or negative. In order to solve this consensus problem, the whole network is firstly divided into two sub-networks, i.e., the cooperation sub-network and the competition sub-network, and then two kinds of time-delayed control schemes are designed in the competition sub-network. By combining the Lyapunov theory together with the synchronization manifold method, several effective sufficient conditions of consensus are provided without assuming that the interaction topology is strongly connected or contains a directed spanning tree, which means that the competition relationships could help the agents achieve consensus under the time-delayed control designed in the competition sub-network. Moreover, the results are also extended to the pure competition networks where all the elements in the weight matrices are either zeros or negative. Finally, some simulation examples are provided to validate the effectiveness of the theoretical analysis. (C) 2015 Elsevier B.V. All rights reserved.
机译:在本文中,研究了合作竞争网络中一组一阶代理商的共识问题,代理商之间可以相互合作甚至竞争,即图的耦合权重矩阵中的元素可以是正面或负面。为了解决这个共识问题,首先将整个网络划分为两个子网络,即协作子网络和竞争子网络,然后在竞争子网络中设计两种时延控制方案。 -网络。通过将李雅普诺夫理论与同步流形方法相结合,提供了几个有效的充分共识条件,而无需假设交互拓扑结构是紧密连接的或包含有向生成树,这意味着竞争关系可以帮助主体在网络环境下达成共识。竞赛子网中设计的延时控制。此外,结果还扩展到纯竞争网络,其中权重矩阵中的所有元素均为零或负。最后,提供了一些仿真实例以验证理论分析的有效性。 (C)2015 Elsevier B.V.保留所有权利。

著录项

  • 来源
    《Neurocomputing》 |2015年第22期|134-143|共10页
  • 作者单位

    Hangzhou Dianzi Univ, Dept Math, Hangzhou 310018, Zhejiang, Peoples R China;

    Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China|King Abdulaziz Univ, Fac Engn, Jeddah 21589, Saudi Arabia|RMIT Univ, Sch Elect & Comp Engn, Melbourne, Vic 3001, Australia;

    Zhejiang Univ Technol, Dept Automat, Zhejiang Prov United Key Lab Embedded Syst, Hangzhou 310023, Zhejiang, Peoples R China;

    Zhejiang Univ Technol, Dept Automat, Zhejiang Prov United Key Lab Embedded Syst, Hangzhou 310023, Zhejiang, Peoples R China;

    Peking Univ, Coll Engn, Ctr Syst & Control, State Key Lab Turbulence & Complex Syst, Beijing 100871, Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Multi-agent systems; Consensus; Time-delayed control; Cooperation and competition;

    机译:多主体系统;共识;时滞控制;合作与竞争;

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