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Distributed event driven optimization for network utility maximization

Authors: Xiangyu Meng 0001; Lihua Xie 0001; Yeng Chai Soh;

Distributed event driven optimization for network utility maximization

Abstract

The network utility maximization problem has wide applications in wireless sensor networks and power grids. In this paper, we propose a distributed event driven optimization method to the network utility maximization problem, which can be regarded as an extension of the classical dual decomposition algorithm. By exploiting the dual problem, we are able to design an active triggering condition on the link side and a passive one on the source side. In particular, the communication triggering logic mediates the information transmission from links to sources. We subsequently present a sufficient condition for the convergence of the flow to the optimal value as well as the reduction of communication frequency. The numerical example verifies that the optimal solution could be achieved distributedly with drastically slashed communication costs.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
2
Average
Average
Average
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