Uniting Nesterov and heavy ball methods for uniform global asymptotic stability of the set of minimizers

DOI10.1016/j.automatica.2023.111389arXiv2202.07739OpenAlexW4389279177MaRDI QIDQ6152511

Dawn M. Hustig-Schultz, Ricardo G. Sanfelice

Publication date: 13 February 2024

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2202.07739

zbMATH Keywords

optimizationdynamical systemshybrid systemsasymptotic stabilityconvergence ratemachine learning

Mathematics Subject Classification ID

Asymptotic stability in control theory (93D20) Control/observation systems governed by functional relations other than differential equations (such as hybrid and switching systems) (93C30)

Cites Work

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• Hybrid Feedback Control
• Some methods of speeding up the convergence of iteration methods

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