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WDAG
2007
Springer
85views Algorithms» more  WDAG 2007»
13 years 11 months ago
Fully Distributed Algorithms for Convex Optimization Problems
Damon Mosk-Aoyama, Tim Roughgarden, Devavrat Shah
CDC
2008
IEEE
150views Control Systems» more  CDC 2008»
13 years 12 months ago
Subgradient methods and consensus algorithms for solving convex optimization problems
— In this paper we propose a subgradient method for solving coupled optimization problems in a distributed way given restrictions on the communication topology. The iterative pro...
Björn Johansson, Tamás Keviczky, Mikae...
INFOCOM
2009
IEEE
14 years 3 days ago
Distributed Non-Autonomous Power Control through Distributed Convex Optimization
— We consider the uplink power control problem where mobile users in different cells are communicating with their base stations. We formulate the power control problem as the min...
Sundhar Srinivasan Ram, Venugopal V. Veeravalli, A...
JOTA
2010
117views more  JOTA 2010»
13 years 3 months ago
Distributed Stochastic Subgradient Projection Algorithms for Convex Optimization
We consider a distributed multi-agent network system where the goal is to minimize a sum of agent objective functions subject to a common set of constraints. For this problem, we p...
S. Sundhar Ram, Angelia Nedic, Venugopal V. Veerav...
CDC
2010
IEEE
226views Control Systems» more  CDC 2010»
13 years 14 days ago
Fast primal-dual projected linear iterations for distributed consensus in constrained convex optimization
In this paper we study the constrained consensus problem, i.e. the problem of reaching a common point from the estimates generated by multiple agents that are constrained to lie in...
Ion Necoara, Ioan Dumitrache, Johan A. K. Suykens