@inproceedings{e59ccae1138c40dc98c9b934ba2e2954,
title = "A Generalized Accelerated Gradient Optimization Method",
abstract = "In this paper, we extend the recently developed generalized heavy ball optimization algorithm by introducing an additional parameter. This yields an improved optimization algorithm which has a similar form to the triple momentum method. The global convergence of the proposed algorithm for a class of functions with sector-bounded gradients is established. This is achieved by using the circle criterion. The proposed algorithm is designed to have the best possible R-convergence rate consistent with global convergence established using the circle criterion.",
author = "Wu, {Alex Xinting} and Petersen, {Ian R.} and Valery Ugrinovskii and Iman Shames",
note = "Publisher Copyright: {\textcopyright} 2024 AACC.; 2024 American Control Conference, ACC 2024 ; Conference date: 10-07-2024 Through 12-07-2024",
year = "2024",
doi = "10.23919/ACC60939.2024.10644352",
language = "English",
series = "Proceedings of the American Control Conference",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "1904--1908",
booktitle = "2024 American Control Conference, ACC 2024",
address = "United States",
}