Transient Growth of Accelerated Optimization Algorithms

DOI10.1109/tac.2022.3162154arXiv2103.08017OpenAlexW4221057986MaRDI QIDQ6055281

Hesameddin Mohammadi, Unnamed Author, Mihailo R. Jovanović

Publication date: 28 September 2023

Published in: IEEE Transactions on Automatic Control (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2103.08017

zbMATH Keywords

convex optimizationnonnormal matricestransient growthintegral quadratic constraints (IQCs)heavy-ball methodNesterov's accelerated methodfirst-order optimization algorithmsnonasymptotic behavior

Mathematics Subject Classification ID

Systems theory; control (93-XX)

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