070102-计算数学
070105-运筹学与控制论

最优化计算方法
最优化

1992-09--1997-06   中国科学院计算数学与科学工程计算研究所   博士
1988-09--1992-06   北京理工大学   学士

   

2015-01~2017-12,中国科学院数学与系统科学研究院, 冯康首席研究员
2006-03~现在, 中国科学院数学与系统科学研究院, 研究员
1998-12~2006-02,中国科学院数学与系统科学研究院, 副研究员
1997-07~1998-11,中国科学院计算数学与科学工程计算研究所, 助理研究员
1992-09~1997-06,中国科学院计算数学与科学工程计算研究所, 博士
1988-09~1992-06,北京理工大学, 学士

2025-01-01-今,国际运筹学会联合会, 副主席
2024-01-01-今,中国数学会, 副理事长
2021-12-30-今,亚太运筹学会联合会, 主席
2020-10-19-今,中国运筹学会, 理事长

   

（1） 国际运筹学会联合会会士, , 其他, 2023
（2） 魏桥国科校长奖教金, 研究所（学校）, 2022
（3） 中国科学院大学优秀本科生指导教师, 研究所（学校）, 2022
（4） 中国工业与应用数学学会会士, , 其他, 2021
（5） 首届萧树铁应用数学奖, , 其他, 2018
（6） 第16届陈省身数学奖, , 其他, 2017
（7） 冯康科学计算奖, 其他, 2015

（ 1 ） 一种火电机组停机过程的建模方法, 2015, 第 7 作者, 专利号: CN104573382A

   

（1） Efficient CI-Based One-Bit Precoding for Multiuser Downlink Massive MIMO Systems With PSK Modulation, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 第 5 作者
（2） Semi-Proximal Point Method for Nonsmooth Convex-Concave Minimax Optimization, Journal of Computational Mathematics, 2024, 第 1 作者
（3） IPRSDP: A Primal-Dual Interior-Point Relaxation Algorithm for Semidefinite Programming, Computational Optimization and Applications, 2024, 第 3 作者  通讯作者
（4） A new dynamical system with self-adaptive dynamical stepsize for pseudomonotone mixed variational inequalities, Optimization, 2024, 第 3 作者
（5） Robust enhanced indexation optimization with sparse industry Layout constraint, Computers & Operations Research, 2024, 第 3 作者
（6） a primal-dual interior-point relaxation algorithm for semidefinite programming, Computational Optimization and Applications, 2024, 第 3 作者
（7） A Family of Distributed Momentum Methods Over Directed Graphs With Linear Convergence, IEEE Transactions on Automatic Control, 2023, 第 3 作者
（8） Stability for Constrained Minimax Optimization, CSIAM Transactions on Applied Mathematics, 2023, 第 1 作者
（9） Efficient presolving methods for solving maximal covering and partial set covering location problems, European Journal of Operational Research, 2023, 第 4 作者
（10） IPRQP: a primal-dual interior-point relaxation algorithm for convex quadratic programming, JOURNAL OF GLOBAL OPTIMIZATION, 2023, 第 3 作者  通讯作者
（11） 无线通信资源配置中的优化问题与方法, 中国科学:数学, 2023, 第 4 作者
（12） Efficient presolving methods for the influence maximization problem, NETWORKS, 2023, 第 3 作者
（13） Towards Efficient Large-Scale Network Slicing: An LP Dynamic Rounding-and-Refinement Approach, IEEE Transactions on Signal Processing, 2023, 第 4 作者
（14） New insights and augmented Lagrangian algorithm for optimal portfolio liquidation with market impact, International Transactions in Operational Research, 2023, 第 3 作者
（15） Distributed stochastic gradient tracking methods with momentum acceleration for non-convex optimization, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2023, 第 3 作者
（16） The augmented lagrangian method can approximately solve convex optimization with least constraint violation, MATHEMATICAL PROGRAMMING, 2022, 第 1 作者  通讯作者
（17） On the Asymptotic Convergence and Acceleration of Gradient Methods, JOURNAL OF SCIENTIFIC COMPUTING, 2022, 第 2 作者
（18） Achieving Geometric Convergence for Distributed Optimization with Barzilai-Borwein Step Sizes, Achieving geometric convergence for distributed optimization with Barzilai-Borwein step sizes, SCIENCE CHINA-INFORMATION SCIENCES, 2022, 第 3 作者
（19） On the acceleration of the Barzilai-Borwein method, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2022, 第 2 作者
（20） A line search penalty-free SQP method for equality-constrained optimization without Maratos effect, IMA Journal of Numerical Analysis, 2022, 第 2 作者  通讯作者
（21） Multiobjective optimization with least constraint violation: optimality conditions and exact penalization, JOURNAL OF GLOBAL OPTIMIZATION, 2022, 第 2 作者  通讯作者
（22） A PRIMAL-DUAL ALGORITHM FOR UNFOLDING NEUTRON ENERGY SPECTRUM FROM MULTIPLE ACTIVATION FOILS, JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2021, 第 1 作者
（23） On some extended mixed integer optimization models of the Eisenberg-Noe model in systemic risk management, INTERNATIONAL TRANSACTIONS IN OPERATIONAL RESEARCH, 2021, 第 4 作者
（24） The Augmented Lagrangian Method Can Approximately Solve Convex Optimization with Least Constraint Violation, 2021, 第 1 作者
（25） An active set Newton-CG method for l(1) optimization, APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021, 第 2 作者
（26） An active set Newton-CG method for ���1 optimization, APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021, 第 2 作者
（27） Stochastic Variance Reduced Gradient Methods Using a Trust-Region-Like Scheme, JOURNAL OF SCIENTIFIC COMPUTING, 2021, 第 3 作者
（28） Stability for Constrained Minimax Optimization, 2021, 第 1 作者
（29） On the complexity of sequentially lifting cover inequalities for the knapsack polytope, On the complexity of sequentially lifting cover inequalities for the knapsack polytope, SCIENCECHINAMATHEMATICS, 2021, 第 2 作者  通讯作者
（30） An exact separation algorithm for unsplittable flow capacitated network design arc-set polyhedron, JOURNAL OF GLOBAL OPTIMIZATION, 2021, 第 4 作者
（31） Proximal-Like Incremental Aggregated Gradient Method with Linear Convergence Under Bregman Distance Growth Conditions, MATHEMATICS OF OPERATIONS RESEARCH, 2021, 第 2 作者
（32） A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai-Borwein Stepsizes, IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2021, 第 3 作者
（33） Training GANs with centripetal acceleration, OPTIMIZATION METHODS & SOFTWARE, 2020, 第 2 作者  通讯作者
（34） An exact penalty method for semidefinite-box-constrained low-rank matrix optimization problems, IMA JOURNAL OF NUMERICAL ANALYSIS, 2020, 第 4 作者
（35） A GLOBALLY CONVERGENT PRIMAL-DUAL INTERIOR-POINT RELAXATION METHOD FOR NONLINEAR PROGRAMS, MATHEMATICS OF COMPUTATION, 2020, 第 2 作者
（36） Distributed LCMV beamformer design by randomly permuted ADMM, DIGITAL SIGNAL PROCESSING, 2020, 第 3 作者
（37） An improved Dai-Kou conjugate gradient algorithm for unconstrained optimization, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 第 3 作者  通讯作者
（38） A PRIMAL-DUAL INTERIOR-POINT METHOD CAPABLE OF RAPIDLY DETECTING INFEASIBILITY FOR NONLINEAR PROGRAMS, JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2020, 第 1 作者
（39） 动态增长率模型与海外新冠疫情分析, A Dynamic Growth Rate Model and Its Application in Global COVID-19 Epidemic Analysis, 应用数学学报, 2020, 第 6 作者
（40） Smoothing quadratic regularization method for hemivariational inequalities, OPTIMIZATION, 2020, 第 2 作者
（41） On the complexity of sequentially lifting cover inequalities for the knapsack polytope 关于背包多体顺序提升复盖不等式的复杂性, On the complexity of sequentially lifting cover inequalities for the knapsack polytope ���������������������������������������������������������, SCIENCE CHINA MATHEMATICS,, 2020, 第 2 作者
（42） Optimality Conditions for Constrained Minimax Optimization, 2020, 第 1 作者
（43） Fast algorithms for sparse portfolio selection considering industries and investment styles, JOURNAL OF GLOBAL OPTIMIZATION, 2020, 第 3 作者
（44） 人口迁入与新增确诊数的趋势关系及因果量化分析, The Quantitative Analysis of Causality between Population Migration and the Number of Newly Confirmed Cases, 数学建模及其应用, 2020, 第 7 作者
（45） A penalty-free method with superlinear convergence for equality constrained optimization, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 第 2 作者  通讯作者
（46） On the existence of affine invariant descent directions, OPTIMIZATION METHODS & SOFTWARE, 2020, 第 1 作者
（47） Gradient methods exploiting spectral properties, OPTIMIZATION METHODS & SOFTWARE, 2020, 第 2 作者  通讯作者
（48） 感染人数期望值估计及新增确诊人数趋势预测的概率模型, A probability model for estimating the expected number of the newly infected and predicting the trend of the diagnosed, 运筹学学报, 2020, 第 6 作者
（49） An Efficient Global Optimization Algorithm for Heated Oil Pipeline Problems, INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2020, 第 3 作者  通讯作者
（50） CONVERGENCE RATE OF GRADIENT DESCENT METHOD FOR MULTI-OBJECTIVE OPTIMIZATION, JOURNAL OF COMPUTATIONAL MATHEMATICS, 2019, 第 2 作者  通讯作者
（51） An outer approximation method for a class of minimax convex MINLP problems, JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2019, 第 2 作者
（52） An Outer Approximation Method For A Class fo Minimax Convex MINLP Problems, Journal of Nolinear and Convex Analysis, 2019, 第 1 作者
（53） STABILIZED BARZILAI-BORWEIN METHOD, STABILIZED BARZILAI-BORWEIN METHOD, JOURNAL OF COMPUTATIONAL MATHEMATICS, 2019, 第 2 作者
（54） Alternating projection method for a class of tensor equations, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2019, 第 2 作者
（55） Efficient projected gradient methods for cardinality constrained optimization, SCIENCE CHINA-MATHEMATICS, 2019, 第 2 作者  通讯作者
（56） Uzawa methods for a class of block three-by-three saddle-point problems, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2019, 第 2 作者  通讯作者
（57） A ROBUST INTERIOR POINT METHOD FOR COMPUTING THE ANALYTIC CENTER OF AN ILL-CONDITIONED POLYTOPE WITH ERRORS, A ROBUST INTERIOR POINT METHOD FOR COMPUTING THE ANALYTIC CENTER OF AN ILL-CONDITIONED POLYTOPE WITH ERRORS, JOURNAL OF COMPUTATIONAL MATHEMATICS, 2019, 第 2 作者
（58） 一类多商品设施选址问题的基于线性松弛解的启发式方法, Linear relaxation solution based heuristics for a class of multi-product facility location problems, 运筹学学报, 2019, 第 3 作者
（59） A family of spectral gradient methods for optimization, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2019, 第 1 作者
（60） A Time-Delay Neural Network Model for Unconstrained Nonconvex Optimization, NUMERICAL ANALYSIS AND OPTIMIZATION, 2018, 第 2 作者  通讯作者
（61） AN AUGMENTED LAGRANGIAN TRUST REGION METHOD WITH A BI-OBJECT STRATEGY, AN AUGMENTED LAGRANGIAN TRUST REGION METHOD WITH A BI-OBJECT STRATEGY, JOURNAL OF COMPUTATIONAL MATHEMATICS, 2018, 第 3 作者
（62） AN AUGMENTED LAGRANGIAN TRUST REGION METHOD WITH A BI-OBJECT STRATEGY, AN AUGMENTED LAGRANGIAN TRUST REGION METHOD WITH A BI-OBJECT STRATEGY, 计算数学：英文版, 2018, 第 3 作者
（63） A sparse enhanced indexation model with chance and cardinality constraints, JOURNAL OF GLOBAL OPTIMIZATION, 2018, 第 3 作者
（64） An index tracking model with stratified sampling and optimal allocation, APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2018, 第 3 作者
（65） GRADIENT-BASED METHOD WITH ACTIVE SET STRATEGY FOR l(1) OPTIMIZATION, MATHEMATICS OF COMPUTATION, 2018, 第 2 作者
（66） Generalized coefficient strengthening cuts for mixed integer programming, JOURNAL OF GLOBAL OPTIMIZATION, 2018, 第 4 作者
（67） On sparse beamformer design with reverberation, APPLIED MATHEMATICAL MODELLING, 2018, 第 3 作者
（68） Complexity Analysis and Algorithm Design of Pooling Problem, Complexity Analysis and Algorithm Design of Pooling Problem, 中国运筹学会会刊(英文), 2018, 第 1 作者
（69） 稀疏线性规划研究, ON THE STUDY OF SPARSE LINEAR PROGRAMMING, 计算数学, 2018, 第 2 作者
（70） 天然气稳态运行优化的混合整数模型及其算法, A mixed integer model and an algorithm for steady-state gas network optimization, 运筹学学报, 2017, 第 4 作者
（71） A new fully polynomial time approximation scheme for the interval subset sum problem, JOURNAL OF GLOBAL OPTIMIZATION, 2017, 第 3 作者
（72） An adaptive Lagrangian algorithm for optimal portfolio deleveraging with cross-impact, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2017, 第 3 作者
（73） anadaptivelagrangianalgorithmforoptimalportfoliodeleveragingwithcrossimpact, JOURNALOFSYSTEMSSCIENCEANDCOMPLEXITY, 2017, 第 3 作者
（74） 回响环境下的最优波束形成器设计, 中国科学数学, 2016, 第 2 作者
（75） 运输机群装载优化的整数规划模型, 数值计算与计算机应用, 2016, 第 4 作者
（76） A smoothing SQP framework for a class of composite minimization over polyhedron, MATHEMATICAL PROGRAMMING, 2016, 第 3 作者
（77） A line search exact penalty method with bi-object strategy for nonlinear constrained optimization, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2016, 第 2 作者
（78） 混合整数非线性规划的算法软件及最新进展, 中国科学数学, 2016, 第 4 作者
（79） A Barzilai-Borwein conjugate gradient method, SCIENCE CHINA-MATHEMATICS, 2016, 第 1 作者  通讯作者
（80） 装箱问题的算法及最新进展, 计算数学, 2016, 第 3 作者
（81） A Modified Self-Scaling Memoryless Broyden-Fletcher-Goldfarb-Shanno Method for Unconstrained Optimization, JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2015, 
（82） BARZILAI-BORWEIN-LIKE METHODS FOR THE EXTREME EIGENVALUE PROBLEM, JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2015, 第 2 作者
（83） A sequential subspace projection method for extreme Z-eigenvalues of supersymmetric tensors, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2015, 
（84） Joint Power and Admission Control: Non-Convex L-q Approximation and An Effective Polynomial Time Deflation Approach, IEEETRANSACTIONSONSIGNALPROCESSING, 2015, 第 2 作者
（85） A framework of constraint preserving update schemes for optimization on Stiefel manifold, MATHEMATICAL PROGRAMMING, 2015, 第 2 作者  通讯作者
（86） A FEASIBLE TRUST-REGION METHOD FOR CALCULATING EXTREME Z-EIGENVALUES OF SYMMETRIC TENSORS, PACIFIC JOURNAL OF OPTIMIZATION, 2015, 第 3 作者
（87） 火电机组启停机过程的优化模型, 科研信息化技术与应用, 2015, 第 6 作者
（88） 线性与非线性规划算法与理论, Advances in linear and nonlinear programming���, 运筹学学报, 2014, 第 1 作者
（89） UNCONSTRAINED OPTIMIZATION MODELS FOR COMPUTING SEVERAL EXTREME EIGENPAIRS OF REAL SYMMETRIC MATRICES, PACIFIC JOURNAL OF OPTIMIZATION, 2014, 第 3 作者  通讯作者
（90） On the Complexity of Joint Subcarrier and Power Allocation for Multi-User OFDMA Systems, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 第 2 作者
（91） ALL REAL EIGENVALUES OF SYMMETRIC TENSORS, SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2014, 第 2 作者
（92） Projected gradient algorithms for optimization over order simplices, OPTIMIZATION METHODS & SOFTWARE, 2014, 第 3 作者  通讯作者
（93） Analysis of Sparse Quasi-Newton Updates with Positive Definite Matrix Completion, Analysis of Sparse Quasi-Newton Updates with Positive Definite Matrix Completion, 中国运筹学学会学报(英文), 2014, 第 1 作者  通讯作者
（94） A NONLINEAR CONJUGATE GRADIENT ALGORITHM WITH AN OPTIMAL PROPERTY AND AN IMPROVED WOLFE LINE SEARCH, SIAM JOURNAL ON OPTIMIZATION, 2013, 第 1 作者  通讯作者
（95） Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 第 2 作者
（96） Joint Power and Admission Control via Linear Programming Deflation, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 第 2 作者
（97） Max-Min Fairness Linear Transceiver Design Problem for a Multi-User SIMO Interference Channel is Polynomial Time Solvable, IEEE SIGNAL PROCESSING LETTERS, 2013, 第 3 作者
（98） A New Analysis on the Barzilai-Borwein Gradient Method, A New Analysis on the Barzilai-Borwein Gradient Method, 中国运筹学学会学报(英文), 2013, 第 1 作者  通讯作者
（99） A perfect example for the BFGS method, MATHEMATICAL PROGRAMMING, 2013, 第 1 作者  通讯作者
（100） Feasible Barzilai-Borwein-like methods for extreme symmetric eigenvalue problems, OPTIMIZATIONMETHODSSOFTWARE, 2013, 第 2 作者  通讯作者
（101） ADAPTIVE NONMONOTONE SPECTRAL RESIDUAL METHOD FOR LARGE-SCALE NONLINEAR SYSTEMS, PACIFIC JOURNAL OF OPTIMIZATION, 2012, 第 2 作者
（102） New stochastic approximation algorithms with adaptive step sizes, OPTIMIZATION LETTERS, 2012, 第 2 作者
（103） CONVERGENCE ANALYSIS OF SPARSE QUASI- NEWTON UPDATES WITH POSITIVE DEFINITE MATRIX COMPLETION FOR TWO-DIMENSIONAL FUNCTIONS, NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 2011, 第 1 作者  通讯作者
（104） On the Complexity of Leakage Interference Minimization for Interference Alignment, SPAWC 2011: 2011 IEEE 12TH INTERNATIONAL WORKSHOP ON SIGNAL PROCESSING ADVANCES IN WIRELESS COMMUNICATIONS, 2011, 第 2 作者
（105） Convergence of conjugate gradient methods with constant stepsizes, OPTIMIZATION METHODS & SOFTWARE, 2011, 第 1 作者  通讯作者
（106） IMPROVED PROJECTED GRADIENT ALGORITHMS FOR SINGLY LINEARLY CONSTRAINED QUADRATIC PROGRAMS SUBJECT TO LOWER AND UPPER BOUNDS, ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2010, 第 2 作者  通讯作者
（107） Sparse two-sided rank-one updates for nonlinear equations, SCIENCE CHINA-MATHEMATICS, 2010, 第 2 作者  通讯作者
（108） 线性与非线性规划第三版, Linear and Nonlinear Programming Third Edition, 国外科技新书评介, 2010, 第 2 作者
（109） Left conjugate gradient method for non-Hermitian linear systems, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2008, 第 2 作者  通讯作者
（110） A Stochastic Approximation Frame Algorithm with Adaptive Directions, NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2008, 第 2 作者  通讯作者
（111） A sequential quadratic programming algorithm with non-monotone line search, PACIFIC JOURNAL OF OPTIMIZATION, 2008, 第 1 作者  通讯作者
（112） Inexact Barzilai-Borwein method for saddle point problems, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2007, 第 2 作者  通讯作者
（113） BFGS方法的收敛性质, 2006, 第 1 作者
（114） 求解大规模带边界约束二次规划问题的单调投影梯度法, 中国科学A辑数学, 2006, 第 3 作者
（115） A NONMONOTONE CONJUGATE GRADIENT ALGORITHM FOR UNCONSTRAINED OPTIMIZATION, A nonmonotone conjugate gradient algorithm for unconstrained optimization, 系统科学与复杂性：英文版, 2002, 第 1 作者

（ 1 ） 最小约数违背优化, 科学出版社, 2023-12, 第 1 作者

   

（ 1 ） 芯粒分解和组合优化方法, 负责人, 国家任务, 2025-01--2027-12
（ 2 ） 芯粒的数学描述和组合优化理论, 负责人, 其他, 2023-12--2025-05
（ 3 ） 智慧城市交通系统若干关键技术的数学理论与算法, 负责人, 国家任务, 2021-12--2026-11
（ 4 ） 优化方法及应用的理论, 负责人, 国家任务, 2021-01--2025-12
（ 5 ） 混合整数规划的人工智能方法, 负责人, 国家任务, 2020-01--2024-12
（ 6 ） 支持大数据分析的优化方法与理论研究, 负责人, 国家任务, 2017-01--2021-12
（ 7 ） 针对非结构数据的优化算法, 负责人, 国家任务, 2015-02--2020-02
（ 8 ） 复杂环境下的网络优化理论与应用研究, 负责人, 中国科学院计划, 2013-01--2015-12
（ 9 ） 非线性优化计算方法与理论, 负责人, 国家任务, 2012-01--2015-12

（1）Optimization with Least Constraint Violation   第24届国际数学规划大会作一小时邀请报告   2022-08-16
（2）New Trends in Nonlinear Optimization   2022年国际数学家大会 (ICM 2022)   2022-07-12