Finite Rate Distributed Weight-Balancing and Average Consensus Over Digraphs
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DOI: 10.1109/tac.2020.3030871
Abstract: This article proposes the first distributed algorithm that solves the weight-balancing problem using only finite rate and simplex communications among nodes, compliant with the directed nature of the graph edges. It is proved that the… read more here.
Keywords: rate distributed; consensus; weight balancing; rate ... See more keywords
Distributed Adaptive Optimization With Weight-Balancing
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DOI: 10.1109/tac.2021.3071651
Abstract: This article addresses the continuous-time distributed optimization of a strictly convex summation-separable cost function with possibly nonconvex local functions over strongly connected digraphs. Distributed optimization methods in the literature require convexity of local functions, or… read more here.
Keywords: optimization; optimization weight; adaptive optimization; weight balancing ... See more keywords