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Almost sure exponential convergence to consensus of random gossip algorithms

✍ Scribed by Giorgio Picci; Thomas J. Taylor


Book ID
112186175
Publisher
John Wiley and Sons
Year
2012
Tongue
English
Weight
142 KB
Volume
23
Category
Article
ISSN
1049-8923

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We introduce a novel methodology for analysing well known classes of adaptive algorithms. Combining recent developments concerning geometric ergodicity of stationary Markov processes and long existing results from the theory of Perturbations of Linear Operators we first study the behaviour and conve