韩德仁

    名:韩德仁 

职     称:教授

所属系别:统计与运筹

学科专业:最优化理论与算法

研究领域:数值优化、变分不等式、数据分析、图象处理、交通规划

办公地点:沙河校区主E310

办公电话:61716726

电子邮箱:handr@buaa.edu.cn

 

教育背景

  200211200410, 新加坡-MIT学术联盟(SMA),博士后.

  1997920027南京大学数学系,获博士学位.

  1993919977南京大学数学系,获学士学位.

 

工作简历

  201712-现在,2022世界杯官方买球网址数学学院院,教授、博导;

  20116-201712,数科院,教授、博导;

  20146-20147,南洋理工大学土木及环境科学系,访问教授;

  2010120102,香港浸会大学数学系,访问学者;

  2009120092,香港科技大学土木工程系,访问学者;

  2007620089,香港理工大学数学系,访问学者;

  2007220075,香港城市大学数学系,访问学者;

  20056–,南京师范大学数科院,副教授;

  2002920055,南京师范大学数科院,讲师

 

科研项目

  国家自然科学基金天元基金:基于分式模型的信赖域优化算法研究,20, 20201202012。(11926358

  国家杰出青年基金: 非线性规划理论与方法,245, 20171202112。(11625105

  国家自然科学基金: “大规模稀疏优化问题的理论与算法”,参加(3/7),280, 20151201912。(11431002

  国家自然科学基金: “广义Nash均衡问题的分解算法研究及应用”,主持人,62, 20141201712。(11371197

  国家自然科学基金: “张量分解与最优化及其在信息处理中的应用”,第一参加人,43万,20121201412。(11171159

  国家自然科学基金: “解微分变分不等式问题的数值方法及动态交通平衡问题”,主持人,33, 20111201312. 11071122

 

代表作论著

  Fan Jiang, Xingju Cai, Zhongming Wu, and Deren Han, Approximate first-order primal-dual algorithms for saddle point problems, Mathematics of Computation, 2021

  Xue Gao, Xingju Cai, and Deren Han, A Gauss–Seidel type inertial proximal alternating linearized minimization for a class of nonconvex optimization problems, Journal of Global Optimization, 76 (2020) 863–887.

  Yanning Jiang, Xingju Cai, and Deren Han, Solving policy design problems: Alternating direction method of multipliers-based methods for structured inverse variational inequalities, European Journal of Operational Research 280 (2),2020 417-427

  Yan Gu, Xingju Cai, Deren Han, and David Z.W. Wang, A tri-level optimization model for a private road competition problem with traffic equilibrium constraints, European Journal of Operational Research 273(1) (2019) 190-197.

  Deren Han, Defeng Sun, and Liwei Zhang, “Linear rate convergence of the alternating direction method of multipliers for convex composite programming”Mathematics of Operations Research 43(2) (2018) 622-637.

  Ke Guo, Deren Han, and Xiaoming Yuan, “Convergence Analysis of Douglas-Rachford Splitting Method for ``Strongly + Weakly" Convex Programming”SIAM Journal on Numerical Analysis 554)(20171549-1577.

  Yuhong Dai, Deren Han, Xiaoming Yuan, and Wenxing Zhang, “A sequential updating scheme of Lagrange multiplier for separable convex programming”, Mathematics of Computation 86 (2017) 315-343.

  Xingju Cai, Deren Han, and Xiaoming Yuan, “On the convergence of the direct extension of ADMM for three-block separable convex minimization models with one strongly convex function”Computational Optimization with Applications 66 (2017) 39-73.

  Yannan Chen, Yuhong Dai, and Deren Han, “Fiber orientation distribution estimation using a Peaceman-Rachford splitting method”, SIAM Journal on Imaging Sciences 9(2) (2016) 573-604.

  Weihong Yang and Deren Han, “Linear convergence of alternating direction method of multipliers for a class of convex optimization problems”, SIAM Journal on Numerical Analysis 54(2)(2016) 625-640.

  Deren Han, Weiwei Kong, and Wenxing Zhang, “A partial splitting augmented Lagrangian method for low patch-rank image decomposition”, Journal of Mathematical Imaging and Vision 51(1) (2015) 145-160.

  Deren Han, Xiaoming Yuan,  Wenxing Zhang, “An augmented-Lagrangian-based parallel splitting method for separable convex minimization with applications to image processing”, Mathematics of Computation 83 (2014) 2263-2291.

  Deren Han, Hongjin He, Hai Yang, Xiaoming Yuan, “A customized Douglas-Rachford splitting algorithm for separable convex minimization with linear constraints”, Numerische Mathematik127 (2014) 167-200

  Deren Han, Xiaoming Yuan, “Local linear convergence of the alternating direction method of multipliers for quadratic programs”, SIAM Journal on Numerical Analysis 516)(20133446–3457.

  Yannan Chen, Yuhong Dai, Deren Han, and Wenyu Sun, “Positive semidefinite generalized diffusion tensor imaging via quadratic semidefinite programming”, SIAM Journal on Imaging Sciences 6 (2013) 1531-1552.

  Deren Han, Hongchao Zhang, Gang Qian, and Lingling Xu, “An improved two-step method for solving generalized Nash equilibrium problems”, European Journal of Operational Research 216 (2012) 613-623.

  Yannan Chen, Deren Han, and Liqun Qi, “New ALS methods with extrapolating search directions and  optimal step size for complex-valued tensor decompositions”, IEEE Transaction on Signal Processing 5920115888-5898.

  Deren Han and Hai Yang, “Congestion pricing in the absence of demand functions”, Transportation Research Part E 45 (2009) 159-171.

  Deren Han, Wei Xu, and Hai Yang, “An operator splitting method for variational inequalities with partially unknown mappings”, Numerische Mathematik 111 (2008) 207-237.

  Deren Han and Hai Yang, “The multi-class, multi-criterion traffic equilibrium and the efficiency of congestion pricing”, Transportation Research Part E 44 (2008) 753-773.

  Deren Han, Hong K. Lo, Jie Sun, and Hai Yang, “The toll effect on price of anarchy with nonlinear and asymmetric costs”, European Journal of Operational Research 186 (2008) 300-316.

  Feng Xiao, Hai Yang, and Deren Han, “Competition and efficiency of private toll roads”, Transportation Research Part B 41 (2007) 292-308.

  Deren Han and Hong K. Lo, “Solving non-additive traffic assignment problems: A descent method for co-coercive variational inequalities”, European Journal of Operational Research 159 (2004) 529-545.

  Bingsheng He, Lizhi Liao, Deren Han and Hai Yang, “A new inexact alternating direction method for monotone variational inequalities”, Mathematical Programming 92 (2002) 103-118.

 

教学活动

  数学前沿导论,春季学期

  最优化理论与方法,秋季学期

  本科生研讨课(春、秋)

 

教学活动

  凸分析,秋季学期

 

所获奖励

  江苏省科技进步二等奖, 7/7 (2006).

  中国运筹学会青年科技奖二等奖(2010).

  大型复杂问题科学计算问题的理论、算法与应用研究,江苏省科技进步二等奖, 3/6 (2015)

 

社会工作

  教育部高等学校数学类专业教指委秘书长

  中国运筹学会常务理事、青年工作委员会主任

  中国运筹学会数学规划分会常务理事

  Journal of Global Optimization》编委

  Journal of the Operations Research Society of China》编委

  《数值计算与计算机应用》编委

 

推荐链接

   

 



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