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A fast continuous time approach with time scaling for nonsmooth convex optimization

In a Hilbert setting, we study the convergence properties of the second order in time dynamical system combining viscous and Hessian-driven damping with time scaling in relation to the minimization of a nonsmooth and convex function. The system is formulated in terms of the gradient of the Moreau en...

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Detalles Bibliográficos
Autores principales: Boţ, Radu Ioan, Karapetyants, Mikhail A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9758112/
https://www.ncbi.nlm.nih.gov/pubmed/36540365
http://dx.doi.org/10.1186/s13662-022-03744-2