@inproceedings{652cd4f821854eb19d2bafd4e26761b9,
title = "On the rate of convergence of distributed subgradient methods for multi-agent optimization",
abstract = "We study a distributed computation model for optimizing the sum of convex (nonsmooth) objective functions of multiple agents. We provide convergence results and estimates for convergence rate. Our analysis explicitly characterizes the tradeoff between the accuracy of the approximate optimal solutions generated and the number of iterations needed to achieve the given accuracy.",
author = "Angelia Nedi{\'c} and Asuman Ozdaglar",
year = "2007",
doi = "10.1109/CDC.2007.4434693",
language = "English (US)",
isbn = "1424414989",
series = "Proceedings of the IEEE Conference on Decision and Control",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "4711--4716",
booktitle = "Proceedings of the 46th IEEE Conference on Decision and Control 2007, CDC",
note = "46th IEEE Conference on Decision and Control 2007, CDC ; Conference date: 12-12-2007 Through 14-12-2007",
}