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A Speed Restart Scheme for a Dynamics with Hessian-Driven Damping.
- Source :
-
Journal of Optimization Theory & Applications . Nov2023, Vol. 199 Issue 2, p831-855. 25p. - Publication Year :
- 2023
-
Abstract
- In this paper, we analyze a speed restarting scheme for the inertial dynamics with Hessian-driven damping, introduced by Attouch et al. (J Differ Equ 261(10):5734–5783, 2016). We establish a linear convergence rate for the function values along the restarted trajectories. Numerical experiments suggest that the Hessian-driven damping and the restarting scheme together improve the performance of the dynamics and corresponding iterative algorithms in practice. [ABSTRACT FROM AUTHOR]
- Subjects :
- *SPEED
*DAMPING (Mechanics)
*DIFFERENTIAL equations
Subjects
Details
- Language :
- English
- ISSN :
- 00223239
- Volume :
- 199
- Issue :
- 2
- Database :
- Academic Search Index
- Journal :
- Journal of Optimization Theory & Applications
- Publication Type :
- Academic Journal
- Accession number :
- 173395902
- Full Text :
- https://doi.org/10.1007/s10957-023-02290-5