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    王东

    • 教授     博士生导师   硕士生导师
    • 性别:男
    • 毕业院校:大连理工大学
    • 学位:博士
    • 所在单位:控制科学与工程学院
    • 学科:控制理论与控制工程. 模式识别与智能系统. 导航、制导与控制
    • 办公地点:控制科学与工程学院海山楼A628
    • 联系方式:dwang[@]dlut.edu.cn

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    Design of Fixed Step-size Distributed Optimization Protocol of Multiagent Systems over Weighted Unbalanced Digraphs

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    论文类型:会议论文

    发表时间:2018-01-01

    收录刊物:CPCI-S

    页面范围:321-328

    关键字:multi-agent system; distributed optimization; unbalanced digraph; fixed step size

    摘要:This paper proposes a novel distributed optimal protocol with a fixed step size for discrete time multi-agent systems to solve a distributed convex optimization problem over a weighted unbalanced digraph. The considered digraph is described by a row stochastic matrix. Each agent with an individual local cost function acquires the state information of in-neighbor agents constantly to update its state estimation. We analyze the existence of the optimal solution and obtain the approximate linear convergence rate through the mean value theorem and the Lyapunov function method. Finally, the validity of the algorithm is verified by the numerical simulation.