## Distributed Optimization With Local Domains: Applications in MPC and Network Flows

- João Felipe Mota, João M. F. Xavier, Pedro M. Q. Aguiar, Markus Püschel
- IEEE Transactions on Automatic Control
- 2015

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@article{Zargham2011AcceleratedDD, title={Accelerated dual descent for network optimization}, author={Michael Zargham and Alejandro R. Ribeiro and Ali Jadbabaie and Asuman E. Ozdaglar}, journal={Proceedings of the 2011 American Control Conference}, year={2011}, pages={2663-2668} }

- Published 2011 in Proceedings of the 2011 American Control…

Dual descent methods are commonly used to solve network optimization problems because their implementation can be distributed through the network. However, their convergence rates are typically very slow. This paper introduces a family of dual descent algorithms that use approximate Newton directions to accelerate the convergence rate of conventional dual descent. These approximate directions can be computed using local information exchanges thereby retaining the benefits of distributed… CONTINUE READING

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