Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks
Angelia Nedi¿
Broschiertes Buch

Convergence Rate of Distributed Averaging Dynamics and Optimization in Networks

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Recent years have seen the advent of new large cyber-physical systems such as sensor and social networks. These network systems are typically spatially distributed over a large area and may consists of hundreds of agents in smart-sensor networks to millions of agents in social networks. As such, they do not possess a central coordinator or a central point for access to the complete system information. This lack of central entity makes the traditional (centralized) optimization and control techniques inapplicable, thus necessitating the development of new distributed computational models and al...