85005

Автор(ы): 

Автор(ов): 

1

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

The Polyak–Lojasiewicz Condition for a Strongly Convex Function on a Smooth Manifold and Its Application

ISBN/ISSN: 

0965-5425

DOI: 

10.1134/S096554252670003X

Наименование источника: 

  • Computational Mathematics and Mathematical Physics

Обозначение и номер тома: 

Vol. 66, No. 4

Город: 

  • NY

Издательство: 

  • Pleiadis publishing Ltd.

Год издания: 

2026

Страницы: 

658-668
Аннотация
It is proved that any strongly convex Lipschitz differentiable function satisfies the Polyak– Lojasiewicz condition on a proximally smooth C1-smooth manifold under a certain relationship between the proximal smoothness constant of the manifold and strong convexity constant of the function. This condition guarantees a linear convergence rate of the gradient projection method for minimizing the function on the manifold. An algorithm for finding a metric projection of a point located sufficiently close to a manifold onto this manifold is proposed.

Библиографическая ссылка: 

Балашов М.В. The Polyak–Lojasiewicz Condition for a Strongly Convex Function on a Smooth Manifold and Its Application // Computational Mathematics and Mathematical Physics. 2026. Vol. 66, No. 4. С. 658-668.