A Primer on Laplacian Dynamics in Directed Graphs

A Primer on Laplacian Dynamics in Directed Graphs
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有向图中拉普拉斯动力学入门

DOI:
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发表时间:
2020
影响因子:
0.4
通讯作者:
R. Lyons
R. Lyons
中科院分区:
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文献类型:
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作者:
J. Veerman;R. Lyons

文献摘要

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研究了一般一阶Laplacian过程在有向图上的渐近性态。其中最重要的是连续和离散时间的扩散和共识。我们将扩散和共识视为双重过程。这是第一个完整的阐述这种材料在一个单一的工作。
We analyze the asymptotic behavior of general first order Laplacian processes on digraphs. The most important ones of these are diffusion and consensus with both continuous and discrete time. We treat diffusion and consensus as dual processes. This is the first complete exposition of this material in a single work.