hongchao Zhang

hongchao Zhang

Louisiana State University

H-index: 27

North America-United States

About hongchao Zhang

hongchao Zhang, With an exceptional h-index of 27 and a recent h-index of 21 (since 2020), a distinguished researcher at Louisiana State University, specializes in the field of Numerical Optimization, Numerical Linear Algebra.

His recent articles reflect a diverse array of research interests and contributions to the field:

A new insight on augmented Lagrangian method with applications in machine learning

Algorithm 1035: a gradient-based implementation of the polyhedral active set algorithm

An Improved Spectral Conjugate Gradient Algorithm Based on A Modified Wolfe Line Search

An accelerated smoothing Newton method with cubic convergence for weighted complementarity problems

On the acceleration of the Barzilai–Borwein method

On the asymptotic convergence and acceleration of gradient methods

An inexact accelerated stochastic ADMM for separable convex optimization

Golden ratio primal-dual algorithm with linesearch

hongchao Zhang Information

University

Position

___

Citations(all)

6587

Citations(since 2020)

2976

Cited By

4815

hIndex(all)

27

hIndex(since 2020)

21

i10Index(all)

49

i10Index(since 2020)

34

Email

University Profile Page

Louisiana State University

Google Scholar

View Google Scholar Profile

hongchao Zhang Skills & Research Interests

Numerical Optimization

Numerical Linear Algebra

Top articles of hongchao Zhang

Title

Journal

Author(s)

Publication Date

A new insight on augmented Lagrangian method with applications in machine learning

Journal of Scientific Computing

Jianchao Bai

Linyuan Jia

Zheng Peng

2024/5

Algorithm 1035: a gradient-based implementation of the polyhedral active set algorithm

ACM Transactions on Mathematical Software

William W Hager

Hongchao Zhang

2023/6/17

An Improved Spectral Conjugate Gradient Algorithm Based on A Modified Wolfe Line Search

arXiv preprint arXiv:2302.09816

Hao Wu

Liping Wang

Hongchao Zhang

2023/2/20

An accelerated smoothing Newton method with cubic convergence for weighted complementarity problems

Journal of Optimization Theory and Applications

Jingyong Tang

Jinchuan Zhou

Hongchao Zhang

2023/2

On the acceleration of the Barzilai–Borwein method

Computational Optimization and Applications

Yakui Huang

Yu-Hong Dai

Xin-Wei Liu

Hongchao Zhang

2022/4

On the asymptotic convergence and acceleration of gradient methods

Journal of Scientific Computing

Yakui Huang

Yu-Hong Dai

Xin-Wei Liu

Hongchao Zhang

2022/1

An inexact accelerated stochastic ADMM for separable convex optimization

Computational Optimization and Applications

Jianchao Bai

William W Hager

Hongchao Zhang

2022/3

Golden ratio primal-dual algorithm with linesearch

SIAM Journal on Optimization

Xiao-Kai Chang

Junfeng Yang

Hongchao Zhang

2022

Unified linear convergence of first-order primal-dual algorithms for saddle point problems

Optimization Letters

Fan Jiang

Zhongming Wu

Xingju Cai

Hongchao Zhang

2022/7

A Nonmonotone Smoothing Newton Algorithm for Weighted Complementarity Problem

Journal of Optimization Theory and Applications

Tang Jingyong

Hongchao Zhang

2021/6/1

A first-order inexact primal-dual algorithm for a class of convex-concave saddle point problems

Numerical Algorithms

Fan Jiang

Zhongming Wu

Xingju Cai

Hongchao Zhang

2021/11/1

Convergence on a symmetric accelerated stochastic ADMM with larger stepsizes

arXiv preprint arXiv:2103.16154

Jianchao Bai

Deren Han

Hao Sun

Hongchao Zhang

2021/3/30

A convexity enforcing interior penalty method for the Monge–Ampère equation on convex polygonal domains

Numerische Mathematik

Susanne C Brenner

Li-yeng Sung

Zhiyu Tan

Hongchao Zhang

2021/7

A Derivative-Free Geometric Algorithm for Optimization on a Sphere

CSIAM Transactions on Applied Mathematics

Yannan Chen

2020/5

Convergence rates for an inexact ADMM applied to separable convex optimization

Computational Optimization and Applications

William W Hager

Hongchao Zhang

2020/12

Gradient methods exploiting spectral properties

Optimization Methods and Software

Yakui Huang

Yu-Hong Dai

Xin-Wei Liu

Hongchao Zhang

2020/7/3

Inexact proximal stochastic second-order methods for nonconvex composite optimization

Optimization Methods and Software

Xiao Wang

Hongchao Zhang

2020/7/3

See List of Professors in hongchao Zhang University(Louisiana State University)