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Physical Sciences and Mathematics Commons

Open Access. Powered by Scholars. Published by Universities.®

2020

Applied Mathematics

Portland State University

Lapalcian matrices

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Full-Text Articles in Physical Sciences and Mathematics

A Primer On Laplacian Dynamics In Directed Graphs, J. J. P. Veerman, R. Lyons Jan 2020

A Primer On Laplacian Dynamics In Directed Graphs, J. J. P. Veerman, R. Lyons

Mathematics and Statistics Faculty Publications and Presentations

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.