On the Duality Between Consensus Problems and Markov Processes, with Application to Delay Systems

被引:0
|
作者
Atay, F. M. [1 ]
机构
[1] Max Planck Inst Math Sci, Leipzig, Germany
关键词
Consensus; synchronization; multi-agent systems; Markov chain; Markov process; delay; stability; DISCRETE-TIME NETWORKS; TRAFFIC FLOW MODELS; DISTRIBUTED DELAYS; SYNCHRONIZATION; TOPOLOGIES; AGENTS;
D O I
暂无
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We consider consensus of multi-agent systems as a dual problem to Markov processes. Based on an exchange of relevant notions and results between the two fields, we present a uniform framework which admits the introduction and treatment of time delays in a common setting. We study both information propagation and information processing delays, and for each case derive conditions for reaching consensus and calculate the consensus value.
引用
收藏
页码:537 / 553
页数:17
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