Fixing and extending some recent results on the ADMM algorithm
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DOI: 10.1007/s11075-020-00934-5
Abstract: We investigate the techniques and ideas used in Shefi and Teboulle (SIAM J Optim 24 (1), 269–297, 2014 ) in the convergence analysis of two proximal ADMM algorithms for solving convex optimization problems involving compositions… read more here.
Keywords: extending recent; fixing extending; admm algorithm; results admm ... See more keywords
An online dual consensus algorithm for distributed resource allocation over networks
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DOI: 10.1080/24725854.2024.2428652
Abstract: Abstract We address the problem of online resource allocation in a distributed environment where requests arrive dynamically over time at different agents in the network. As each request arrives, the receiving agent must make an… read more here.
Keywords: consensus; admm algorithm; allocation; distributed resource ... See more keywords
Distributed Robust Optimal Dispatch of Regional Integrated Energy Systems Based on ADMM Algorithm with Adaptive Step Size
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DOI: 10.35833/mpce.2023.000204
Abstract: —— This paper proposes a distributed robust optimal dispatch model to enhance information security and interaction among the operators in the regional integrated energy system (RIES). Our model regards the distribution network and each energy… read more here.
Keywords: admm algorithm; step size; optimal dispatch; energy ... See more keywords