A distributed Newton method for Network Utility Maximization
Most existing work uses dual decomposition and subgradient methods to solve Network Utility Maximization (NUM) problems in a distributed manner, which suffer from slow rate of convergence properties. This work develops an alternative distributed Newton-type fast converging algorithm for solving netw...
Main Authors: | Wei, Ermin, Ozdaglar, Asuman E., Jadbabaie, Ali |
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Other Authors: | Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science |
Format: | Article |
Language: | en_US |
Published: |
Institute of Electrical and Electronics Engineers
2011
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Online Access: | http://hdl.handle.net/1721.1/62146 https://orcid.org/0000-0002-1827-1285 |
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