Hybrid Modified Accelerated Gradient Method for Optimization Processes

Hybrid Modified Accelerated Gradient Method for Optimization Processes

This research reveals a hybrid variant of the modified accelerated gradient method. We prove that derived iteration is linearly convergent on the set of uniformly convex functions. Performance profiles of the introduced hybrid method were numerically compared with its non-hybrid version. The analyze...

Full description

Bibliographic Details
Main Authors: Milena J. Petrović, Ana Vučetić, Tanja Jovanović Spasojević
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Mathematics
Subjects:
gradient descent
line search
accelerated gradient methods
quasi-Newton method
convergence rate
Online Access:https://www.mdpi.com/2227-7390/12/5/632

Internet

https://www.mdpi.com/2227-7390/12/5/632

Similar Items