On Dual Convergence of the Distributed Newton Method for Network Utility Maximization
The existing distributed algorithms for Network Utility Maximization (NUM) problems mostly rely on dual decomposition and first-order (gradient or subgradient) methods, which suffer from slow rate of convergence. Recent works [17] and [18] proposed an alternative distributed Newton-type second-order...
| Main Authors: | , , , |
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| 其他作者: | |
| 格式: | 文件 |
| 语言: | en_US |
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Institute of Electrical and Electronics Engineers (IEEE)
2012
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| 在线阅读: | http://hdl.handle.net/1721.1/72677 https://orcid.org/0000-0002-1827-1285 |