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Product of random stochastic matrices and distributed averaging

Behrouz Touri ([, Springer], 2012)

 Abstrak

The thesis deals with averaging dynamics in a multiagent networked system, which is a main mechanism for diffusing the information over such networks. It arises in a wide range of applications in engineered physical networks (such as mobile communication and sensor networks), as well as social and economic networks. The thesis provides in depth study of stability and other phenomena characterizing the limiting behavior of both deterministic and random averaging dynamics. By developing new concepts, and using the tools from dynamic system theory and non-negative matrix theory, several novel fundamental results are rigorously developed. These contribute significantly to our understanding of averaging dynamics as well as to non-negative random matrix theory.

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 Metadata

No. Panggil : e20398714
Entri utama-Nama orang :
Subjek :
Penerbitan : Berlin: [, Springer], 2012
Sumber Pengatalogan: LibUI eng rda
Tipe Konten: text
Tipe Media: computer
Tipe Pembawa: online resource
Deskripsi Fisik: xiii, 142 pages : illustration
Tautan: http://link.springer.com/book/10.1007%2F978-3-642-28003-0
Lembaga Pemilik:
Lokasi:
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e20398714 TERSEDIA
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