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» Communication constraints in the average consensus problem
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JOTA
2010
117views more  JOTA 2010»
13 years 6 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...
CORR
2011
Springer
177views Education» more  CORR 2011»
12 years 11 months ago
Gossip PCA
Eigenvectors of data matrices play an important role in many computational problems, ranging from signal processing to machine learning and control. For instance, algorithms that ...
Satish Babu Korada, Andrea Montanari, Sewoong Oh
ATAL
2003
Springer
14 years 28 days ago
Continual coordination through shared activities
Interacting agents that interleave planning and execution must reach consensus on their commitments to each other. In domains where agents have varying degrees of interaction and ...
Bradley J. Clement, Anthony C. Barrett
INFOCOM
2009
IEEE
14 years 2 months ago
Delay-Limited Cooperative Communication with Reliability Constraints in Wireless Networks
Abstract—We investigate optimal resource allocation for delaylimited cooperative communication in time varying wireless networks. Motivated by real-time applications that have st...
Rahul Urgaonkar, Michael J. Neely
CDC
2008
IEEE
123views Control Systems» more  CDC 2008»
14 years 2 months ago
On distributed averaging algorithms and quantization effects
—We consider distributed iterative algorithms for the averaging problem over time-varying topologies. Our focus is on the convergence time of such algorithms when complete (unqua...
Angelia Nedic, Alexander Olshevsky, Asuman E. Ozda...