Distributed Asynchronous Constrained Stochastic Optimization

In this paper, we study two problems which often occur in various applications arising in wireless sensor networks. These are the problem of reaching an agreement on the value of local variables in a network of computational agents and the problem of cooperative solution to a convex optimization pro...

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Veröffentlicht in:	IEEE journal of selected topics in signal processing 2011-08, Vol.5 (4), p.772-790
Hauptverfasser:	Srivastava, K., Nedic, A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Asymptotic properties Asynchronous model Constraints Convergence distributed optimization Errors Mathematical analysis Mathematical models multiagent system Networks Noise Noise measurement noisy communications Optimization Optimization algorithms Protocols Signal processing algorithms stochastic optimization Studies Symmetric matrices Wireless networks
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