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A second-order dynamical approach with variable damping to nonconvex smooth minimization

We investigate a second-order dynamical system with variable damping in connection with the minimization of a nonconvex differentiable function. The dynamical system is formulated in the spirit of the differential equation which models Nesterov's accelerated convex gradient method. We show that...

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Detalles Bibliográficos
Autores principales: Boţ, Radu Ioan, Csetnek, Ernö Robert, László, Szilárd Csaba
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7077366/
https://www.ncbi.nlm.nih.gov/pubmed/32256253
http://dx.doi.org/10.1080/00036811.2018.1495330