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Product of Random Stochastic Matrices and Distributed Averaging by Behrouz Touri
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Description

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. The exposition, although highly rigorous and technical, is elegant and insightful, and accompanied with numerous illustrative examples, which makes this thesis work easily accessible to those just entering this field and will also be much appreciated by experts in the field.
Release date Australia
April 16th, 2014
Author
Audience
  • Professional & Vocational
Illustrations
XIV, 142 p.
Pages
142
Dimensions
155x235x9
ISBN-13
9783642444654
Product ID
22296555

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Product of Random Stochastic Matrices and Distributed Averaging on Hardback by Behrouz Touri Save $7
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Product of Random Stochastic Matrices and Distributed Averaging
by Behrouz Touri ~ Hardback
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