Hou-Duo Qi

Hou-Duo Qi

University of Southampton

H-index: 29

Europe-United Kingdom

About Hou-Duo Qi

Hou-Duo Qi, With an exceptional h-index of 29 and a recent h-index of 17 (since 2020), a distinguished researcher at University of Southampton, specializes in the field of Mathematical Optimization, Operations Research.

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

Error bounds for rank-one DNN reformulation of QAP and DC exact penalty approach

Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions

Geometric characterization of maximum diversification return portfolio via Rao’s quadratic entropy

iNALM: An inexact Newton Augmented Lagrangian Method for Zero-One Composite Optimization

An Optimization Study of Diversification Return Portfolios

Perturbation analysis of the euclidean distance matrix optimization problem and its numerical implications

A Lagrange–Newton algorithm for sparse nonlinear programming

A penalized method of alternating projections for weighted low-rank hankel matrix optimization

Hou-Duo Qi Information

University

Position

Professor of Optimization School of Mathematics

Citations(all)

2640

Citations(since 2020)

810

Cited By

2108

hIndex(all)

29

hIndex(since 2020)

17

i10Index(all)

48

i10Index(since 2020)

29

Email

University Profile Page

University of Southampton

Google Scholar

View Google Scholar Profile

Hou-Duo Qi Skills & Research Interests

Mathematical Optimization

Operations Research

Top articles of Hou-Duo Qi

Title

Journal

Author(s)

Publication Date

Error bounds for rank-one DNN reformulation of QAP and DC exact penalty approach

arXiv preprint arXiv:2403.11210

Yitian Qian

Shaohua Pan

Shujun Bi

Houduo Qi

2024/3/17

Sparse SVM with Hard-Margin Loss: a Newton-Augmented Lagrangian Method in Reduced Dimensions

arXiv preprint arXiv:2307.16281

Penghe Zhang

Naihua Xiu

Hou-Duo Qi

2023/7/30

Geometric characterization of maximum diversification return portfolio via Rao’s quadratic entropy

SIAM Journal on Financial Mathematics

Hou-Duo Qi

2023/6/30

iNALM: An inexact Newton Augmented Lagrangian Method for Zero-One Composite Optimization

arXiv preprint arXiv:2306.08991

Penghe Zhang

Naihua Xiu

Hou-Duo Qi

2023/6/15

An Optimization Study of Diversification Return Portfolios

arXiv preprint arXiv:2303.01657

Chao Ding

Houduo Qi

2023/3/3

Perturbation analysis of the euclidean distance matrix optimization problem and its numerical implications

Computational Optimization and Applications

Shaoyan Guo

Hou-Duo Qi

Liwei Zhang

2023/12

A Lagrange–Newton algorithm for sparse nonlinear programming

Mathematical Programming

Chen Zhao

Naihua Xiu

Houduo Qi

Ziyan Luo

2022/9

A penalized method of alternating projections for weighted low-rank hankel matrix optimization

Mathematical Programming Computation

Jian Shen

Jein-Shan Chen

Hou-Duo Qi

Naihua Xiu

2022/9

Optimal portfolio selections via -norm regularization

Computational Optimization and Applications

Hongxin Zhao

Lingchen Kong

Hou-Duo Qi

2021/12

On the long-only minimum variance portfolio under single factor model

Operations Research Letters

Hou-Duo Qi

2021/9/1

Quadratic convergence of smoothing Newton's method for 0/1 loss optimization

SIAM Journal on Optimization

Shenglong Zhou

Lili Pan

Naihua Xiu

Houduo Qi

2021/12/13

Global and quadratic convergence of Newton hard-thresholding pursuit

Journal of Machine Learning Research

Shenglong Zhou

Naihua Xiu

Hou-Duo Qi

2021

The decompositions with respect to two core non-symmetric cones

Journal of Global Optimization

Yue Lu

Ching-Yu Yang

Jein-Shan Chen

Hou-Duo Qi

2020/1

Robust Euclidean embedding via EDM optimization

Mathematical Programming Computation

Shenglong Zhou

Naihua Xiu

Hou-Duo Qi

2020

See List of Professors in Hou-Duo Qi University(University of Southampton)

Co-Authors

H-index: 62
Christian Kanzow

Christian Kanzow

Julius-Maximilians-Universität Würzburg

H-index: 40
AL Dontchev

AL Dontchev

University of Michigan-Dearborn

H-index: 36
Xin Chen

Xin Chen

University of Illinois at Urbana-Champaign

H-index: 23
Yun-Bin Zhao

Yun-Bin Zhao

University of Birmingham

H-index: 22
Guanghui Liu

Guanghui Liu

University of Electronic Science and Technology of China

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