World's Best Scientists 2026 revealed!

Overview

Deren Han is affiliated with Nanjing Normal University in China and works primarily in the fields of Computer Science, Mathematics, and Engineering. Their research has a particular focus on numerical analysis, computational mechanics, and computational theory and mathematics, with additional contributions to artificial intelligence and mathematical physics.

The main topics of Deren Han's research include sparse and compressive sensing techniques, advanced optimization algorithms research, matrix theory and algorithms, stochastic gradient optimization techniques, optimization and variational analysis, numerical methods in inverse problems, as well as control systems and identification.

Frequent co-authors collaborating with Deren Han include Cairong Chen, Xingju Cai, Dongmei Yu, Chunfeng Cui, and Yansheng Su.

Deren Han has published in several notable venues, with a strong presence in arXiv (Cornell University), as well as journals such as Journal of Global Optimization, Journal of the Operations Research Society of China, Journal of Optimization Theory and Applications, and Journal of Computational and Applied Mathematics.

Selected recent publications by Deren Han and collaborators are:

  • A Survey on Some Recent Developments of Alternating Direction Method of Multipliers, 2022, Journal of the Operations Research Society of China
  • An inverse-free dynamical system for solving the absolute value equations, 2021, Applied Numerical Mathematics
  • A modified fixed point iteration method for solving the system of absolute value equations, 2020, Optimization
  • Exact and inexact Douglas-Rachford splitting methods for solving large-scale sparse absolute value equations, 2021, IMA Journal of Numerical Analysis
  • Local Linear Convergence of the Alternating Direction Method of Multipliers for Nonconvex Separable Optimization Problems, 2021, Journal of Optimization Theory and Applications

Best Publications

  • A new inexact alternating directions method for monotone variational inequalities

    Bingsheng He;Li-Zhi Liao;Deren Han;Hai Yang

  • A Note on the Alternating Direction Method of Multipliers

    Deren Han;Xiaoming Yuan

  • Competition and efficiency of private toll roads

    Feng Xiao;Hai Yang;Deren Han

  • Linear Rate Convergence of the Alternating Direction Method of Multipliers for Convex Composite Programming

    Deren Han;Defeng Sun;Liwei Zhang

  • Local Linear Convergence of the Alternating Direction Method of Multipliers for Quadratic Programs

    Deren Han;Xiaoming Yuan

  • Solving non-additive traffic assignment problems: A descent method for co-coercive variational inequalities

    Deren Han;Hong Kam Lo

  • Conditions for strong ellipticity and M-eigenvalues

    Liqun Qi;Hui-Hui Dai;Deren Han

  • The multi-class, multi-criterion traffic equilibrium and the efficiency of congestion pricing

    Deren Han;Hai Yang

  • Conditions for Strong Ellipticity of Anisotropic Elastic Materials

    Deren Han;H. H. Dai;Liqun Qi

  • Convergence of alternating direction method for minimizing sum of two nonconvex functions with linear constraints

    Ke Guo;Deren Han;Tingting Wu

  • An augmented Lagrangian based parallel splitting method for separable convex minimization with applications to image processing

    Deren Han;Xiaoming Yuan;Wenxing Zhang

  • On the convergence of the direct extension of ADMM for three-block separable convex minimization models with one strongly convex function

    Xingju Cai;Deren Han;Xiaoming Yuan

  • A self-adaptive projection method for solving the multiple-sets split feasibility problem

    Wenxing Zhang;Deren Han;Zhibao Li

  • Modified Goldstein-Levitin-Polyak projection method for asymmetric strongly monotone variational inequalities

    B. S. He;H. Yang;Q. Meng;D. R. Han

  • A new accuracy criterion for approximate proximal point algorithms

    Deren Han;Bingsheng He

  • Linear Convergence of the Alternating Direction Method of Multipliers for a Class of Convex Optimization Problems

    Wei Hong Yang;Deren Han

  • Efficiency of the plate-number-based traffic rationing in general networks

    Deren Han;Hai Yang;Xiaolei Wang

  • Two new self-adaptive projection methods for variational inequality problems

    Deren Han;Hong Kam Lo

  • Congestion pricing in the absence of demand functions

    Deren Han;Hai Yang

  • New alternating direction method for a class of nonlinear variational inequality problems

    D. R. Han;H. K. Lo

Frequent Co-Authors

Hai Yang
Hai Yang Hong Kong University of Science and Technology
Hong Kam Lo
Hong Kam Lo Hong Kong University of Science and Technology
Xiaoming Yuan
Xiaoming Yuan University of Hong Kong
Liqun Qi
Liqun Qi Hong Kong Polytechnic University
Defeng Sun
Defeng Sun Hong Kong Polytechnic University
Yu-Hong Dai
Yu-Hong Dai Chinese Academy of Sciences
Bingsheng He
Bingsheng He Nanjing University
Qiang Meng
Qiang Meng National University of Singapore
Wei Liu
Wei Liu University of Technology Sydney

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