JOURNAL ARTICLE

Two Nonmonotone Proximal Gradient Methods for Nonsmooth Optimization over the Stiefel Manifold

Jin-Chao ZhangJuan GaoYakui HuangX. W. Liu

Year: 2026 Journal:   Acta Mathematicae Applicatae Sinica English Series Vol: 42 (1)Pages: 105-120   Publisher: Springer Science+Business Media
Keywords:
Stiefel manifold Gradient method Conjugate gradient method Gradient descent Manifold (fluid mechanics) Minification Stability (learning theory)

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
32
Refs
0.17
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Stochastic Gradient Optimization Techniques
Physical Sciences →  Computer Science →  Artificial Intelligence
Advanced Optimization Algorithms Research
Physical Sciences →  Mathematics →  Numerical Analysis
Optimization and Variational Analysis
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

Related Documents

JOURNAL ARTICLE

Proximal Gradient Method for Nonsmooth Optimization over the Stiefel Manifold

Shixiang ChenShiqian MaAnthony Man–Cho SoTong Zhang

Journal:   SIAM Journal on Optimization Year: 2020 Vol: 30 (1)Pages: 210-239
JOURNAL ARTICLE

A Variable Metric Proximal Gradient Method with Extrapolation for Nonsmooth Optimization over the Stiefel Manifold

金超 张

Journal:   Advances in Applied Mathematics Year: 2022 Vol: 11 (03)Pages: 1107-1115
JOURNAL ARTICLE

A Nonmonotone Hestenes ans Stiefel Conjugate Gradient Algorithm for Nonsmooth Convex Optimization

Ahmad AbouyeeReza Ghanbari

Journal:   International journal of nonlinear analysis and applications Year: 2019
JOURNAL ARTICLE

A constraint dissolving approach for nonsmooth optimization over the Stiefel manifold

Xiaoyin HuNachuan XiaoXin LiuKim-Chuan Toh

Journal:   IMA Journal of Numerical Analysis Year: 2023 Vol: 44 (6)Pages: 3717-3748
© 2026 ScienceGate Book Chapters — All rights reserved.