Distributed adaptive greedy quasi-Newton methods with explicit non-asymptotic convergence bounds

DOI10.1016/j.automatica.2024.111629zbMATH Open1544.90207MaRDI QIDQ6566734

Yubo Du, Keyou You

Publication date: 3 July 2024

Published in: Automatica (Search for Journal in Brave)

zbMATH Keywords

quasi-Newton methodssuperlinear convergencedistributed optimizationnon-asymptotic boundsadaptive stepsize

Mathematics Subject Classification ID

Methods of quasi-Newton type (90C53)

Cites Work

• Unnamed Item
• Unnamed Item
• New results on superlinear convergence of classical quasi-Newton methods
• Distributed adaptive Newton methods with global superlinear convergence
• Rates of superlinear convergence for classical quasi-Newton methods
• Network Newton Distributed Optimization Methods
• Decentralized Quasi-Newton Methods
• A Fast Distributed Asynchronous Newton-Based Optimization Algorithm
• Distributed Newton Method for Large-Scale Consensus Optimization
• An Asynchronous Parallel Stochastic Coordinate Descent Algorithm
• Greedy Quasi-Newton Methods with Explicit Superlinear Convergence
• New versions of Newton method: step-size choice, convergence domain and under-determined equations

This page was built for publication: Distributed adaptive greedy quasi-Newton methods with explicit non-asymptotic convergence bounds