arrow
返回

Regularization-based distributed bilevel nonsmooth optimization over unbalanced graphs

delete2026-01-10
delete0
PRE
AI
Y
Yongxiang Fu
J
Jiajia Wang
S
Songsong Cheng
Y
Yuan Fan
DOI:10.1016/j.cnsns.2026.109714delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
• A distributed algorithm with iterative regularization is developed for bilevel optimization problems. • A row-stochastic matrix is employed to address the graph unbalancedness issue. • The gradient Lipschitz continuity assumption is relaxed to the Lipschitz continuity of the objective function.

期刊

Communications in Nonlinear Science and Numerical Simulation 封面图
Communications in Nonlinear Science and Numerical Simulation
IF:
3.8
论文数:
9.2K
被引数:
1.8W

机构

H
hefei science and technology college
学者数:
8
论文数: 4
被引数: 0
A
Anhui University
学者数:
1.7K
论文数: 571
被引数: 1.6W
引用论文

引用论文

An online convex optimization-based framework for convex bilevel optimization
err
IF0
err2022-10-13
err0
PREAI
errLingqing Shen; Nam Ho-Nguyen; Fatma Kılınç-Karzan
err分享
err收藏
err分享
err收藏
Decentralized bilevel optimization
err2024-03-26
err0
PREAI
errXuxing Chen; Minhui Huang; Shiqian Ma
err分享
err收藏
学者 查看更多内容