Optimization over time-varying directed graphs with row and column-stochastic matrices

In this paper, we provide a distributed optimization algorithm, termed as TV-$\mathcal{AB}$, that minimizes a sum of convex functions over time-varying, random directed graphs. Contrary to the existing work, the algorithm we propose does not require eigenvector estimation to estimate the (non-$\math...

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Bibliographic Details
Main Authors Saadatniaki, Fakhteh, Xin, Ran, Khan, Usman A
Format Journal Article
LanguageEnglish
Published 17.10.2018
Subjects
Mathematics - Optimization and Control
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