基本信息
戴彧虹  男  博导  中国科学院数学与系统科学研究院
电子邮件: dyh@lsec.cc.ac.cn
通信地址: 北京2719信箱计算数学所
邮政编码: 100190

招生信息

   
招生专业
070102-计算数学
070105-运筹学与控制论
招生方向
最优化计算方法
最优化

教育背景

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

工作经历

   
工作简历
2015-07~2017-12,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
社会兼职
2020-10-20-今,中国运筹学会, 理事长
2016-10-19-2020-10-19,中国运筹学会, 副理事长
2014-05-12-2019-05-12,中国运筹学会数学规划分会, 理事长

专利与奖励

   
奖励信息
(1) 中国工业与应用数学学会会士, , 其他, 2021
(2) 首届萧树铁应用数学奖, , 其他, 2018
(3) 第16届陈省身数学奖, , 其他, 2017
(4) 冯康科学计算奖, 其他, 2015
专利成果
( 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

出版信息

   
发表论文
(1) A PRIMAL-DUAL ALGORITHM FOR UNFOLDING NEUTRON ENERGY SPECTRUM FROM MULTIPLE ACTIVATION FOILS, JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2021, 第 1 作者
(2) 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
(3) The Augmented Lagrangian Method Can Approximately Solve Convex Optimization with Least Constraint Violation, 2021, 第 1 作者
(4) An active set Newton-CG method for l(1) optimization, APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS, 2021, 第 2 作者
(5) Stochastic Variance Reduced Gradient Methods Using a Trust-Region-Like Scheme, JOURNAL OF SCIENTIFIC COMPUTING, 2021, 第 3 作者
(6) An active set Newton-CG method for ℓ1 optimization, Applied and Computational Harmonic Analysis, 2021, 第 2 作者
(7) On the complexity of sequentially lifting cover inequalities for the knapsack polytope, SCIENCE CHINA-MATHEMATICS, 2021, 通讯作者
(8) An exact separation algorithm for unsplittable flow capacitated network design arc-set polyhedron, JOURNAL OF GLOBAL OPTIMIZATION, 2021, 第 4 作者
(9) Proximal-Like Incremental Aggregated Gradient Method with Linear Convergence Under Bregman Distance Growth Conditions, MATHEMATICS OF OPERATIONS RESEARCH, 2021, 第 2 作者
(10) 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
(11) Training GANs with centripetal acceleration, OPTIMIZATION METHODS & SOFTWARE, 2020, 通讯作者
(12) An exact penalty method for semidefinite-box-constrained low-rank matrix optimization problems, IMA JOURNAL OF NUMERICAL ANALYSIS, 2020, 第 4 作者
(13) A GLOBALLY CONVERGENT PRIMAL-DUAL INTERIOR-POINT RELAXATION METHOD FOR NONLINEAR PROGRAMS, MATHEMATICS OF COMPUTATION, 2020, 第 2 作者
(14) Distributed LCMV beamformer design by randomly permuted ADMM, DIGITAL SIGNAL PROCESSING, 2020, 第 3 作者
(15) An improved Dai-Kou conjugate gradient algorithm for unconstrained optimization, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 通讯作者
(16) 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
(17) 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
(18) Smoothing quadratic regularization method for hemivariational inequalities, OPTIMIZATION, 2020, 第 2 作者
(19) Optimality Conditions for Constrained Minimax Optimization, 2020, 第 1 作者
(20) 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 关于背包多体顺序提升复盖不等式的复杂性, Science China Mathematics,, 2020, 第 2 作者
(21) Fast algorithms for sparse portfolio selection considering industries and investment styles, JOURNAL OF GLOBAL OPTIMIZATION, 2020, 第 3 作者
(22) 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
(23) A penalty-free method with superlinear convergence for equality constrained optimization, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2020, 通讯作者
(24) On the existence of affine invariant descent directions, OPTIMIZATION METHODS & SOFTWARE, 2020, 第 1 作者
(25) Gradient methods exploiting spectral properties, OPTIMIZATION METHODS & SOFTWARE, 2020, 通讯作者
(26) An Efficient Global Optimization Algorithm for Heated Oil Pipeline Problems, INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2020, 通讯作者
(27) 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
(28) CONVERGENCE RATE OF GRADIENT DESCENT METHOD FOR MULTI-OBJECTIVE OPTIMIZATION, JOURNAL OF COMPUTATIONAL MATHEMATICS, 2019, 通讯作者
(29) An Outer Approximation Method For A Class fo Minimax Convex MINLP Problems, Journal of Nolinear and Convex Analysis, 2019, 第 1 作者
(30) An outer approximation method for a class of minimax convex MINLP problems, JOURNAL OF NONLINEAR AND CONVEX ANALYSIS, 2019, 第 2 作者
(31) Alternating projection method for a class of tensor equations, JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2019, 第 2 作者
(32) STABILIZED BARZILAI-BORWEIN METHOD, STABILIZED BARZILAI-BORWEIN METHOD, JOURNAL OF COMPUTATIONAL MATHEMATICS, 2019, 第 2 作者
(33) Efficient projected gradient methods for cardinality constrained optimization, SCIENCE CHINA-MATHEMATICS, 2019, 通讯作者
(34) Uzawa methods for a class of block three-by-three saddle-point problems, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2019, 通讯作者
(35) 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
(36) 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
(37) A family of spectral gradient methods for optimization, COMPUTATIONAL OPTIMIZATION AND APPLICATIONS, 2019, 第 1 作者
(38) 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
(39) A Time-Delay Neural Network Model for Unconstrained Nonconvex Optimization, NUMERICAL ANALYSIS AND OPTIMIZATION, 2018, 通讯作者
(40) A sparse enhanced indexation model with chance and cardinality constraints, JOURNAL OF GLOBAL OPTIMIZATION, 2018, 第 3 作者
(41) 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
(42) An index tracking model with stratified sampling and optimal allocation, APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2018, 第 3 作者
(43) GRADIENT-BASED METHOD WITH ACTIVE SET STRATEGY FOR l(1) OPTIMIZATION, MATHEMATICS OF COMPUTATION, 2018, 第 2 作者
(44) Generalized coefficient strengthening cuts for mixed integer programming, JOURNAL OF GLOBAL OPTIMIZATION, 2018, 第 4 作者
(45) Complexity Analysis and Algorithm Design of Pooling Problem, JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA, 2018, 第 1 作者
(46) On sparse beamformer design with reverberation, APPLIED MATHEMATICAL MODELLING, 2018, 第 3 作者
(47) 稀疏线性规划研究, ON THE STUDY OF SPARSE LINEAR PROGRAMMING, 计算数学, 2018, 第 2 作者
(48) 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
(49) A new fully polynomial time approximation scheme for the interval subset sum problem, JOURNAL OF GLOBAL OPTIMIZATION, 2017, 第 3 作者
(50) An adaptive Lagrangian algorithm for optimal portfolio deleveraging with cross-impact, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2017, 第 3 作者
(51) anadaptivelagrangianalgorithmforoptimalportfoliodeleveragingwithcrossimpact, journalofsystemsscienceandcomplexity, 2017, 第 3 作者
(52) 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
(53) 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
(54) A smoothing SQP framework for a class of composite minimization over polyhedron, MATHEMATICAL PROGRAMMING, 2016, 第 3 作者
(55) 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
(56) 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
(57) A Barzilai-Borwein conjugate gradient method, SCIENCE CHINA-MATHEMATICS, 2016, 通讯作者
(58) 装箱问题的算法及最新进展, 计算数学, 2016, 第 3 作者
(59) A Modified Self-Scaling Memoryless Broyden-Fletcher-Goldfarb-Shanno Method for Unconstrained Optimization, JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 2015, 
(60) BARZILAI-BORWEIN-LIKE METHODS FOR THE EXTREME EIGENVALUE PROBLEM, JOURNAL OF INDUSTRIAL AND MANAGEMENT OPTIMIZATION, 2015, 第 2 作者
(61) A sequential subspace projection method for extreme Z-eigenvalues of supersymmetric tensors, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2015, 
(62) Joint Power and Admission Control: Non-Convex L-q Approximation and An Effective Polynomial Time Deflation Approach, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2015, 第 2 作者
(63) A framework of constraint preserving update schemes for optimization on Stiefel manifold, MATHEMATICAL PROGRAMMING, 2015, 通讯作者
(64) A FEASIBLE TRUST-REGION METHOD FOR CALCULATING EXTREME Z-EIGENVALUES OF SYMMETRIC TENSORS, PACIFIC JOURNAL OF OPTIMIZATION, 2015, 第 3 作者
(65) 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
(66) 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
(67) On the Complexity of Joint Subcarrier and Power Allocation for Multi-User OFDMA Systems, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2014, 第 2 作者
(68) UNCONSTRAINED OPTIMIZATION MODELS FOR COMPUTING SEVERAL EXTREME EIGENPAIRS OF REAL SYMMETRIC MATRICES, PACIFIC JOURNAL OF OPTIMIZATION, 2014, 通讯作者
(69) ALL REAL EIGENVALUES OF SYMMETRIC TENSORS, SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS, 2014, 第 2 作者
(70) Projected gradient algorithms for optimization over order simplices, OPTIMIZATION METHODS & SOFTWARE, 2014, 通讯作者
(71) Analysis of Sparse Quasi-Newton Updates with Positive Definite Matrix Completion, JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA, 2014, 通讯作者
(72) A NONLINEAR CONJUGATE GRADIENT ALGORITHM WITH AN OPTIMAL PROPERTY AND AN IMPROVED WOLFE LINE SEARCH, SIAM JOURNAL ON OPTIMIZATION, 2013, 通讯作者
(73) Max-Min Fairness Linear Transceiver Design for a Multi-User MIMO Interference Channel, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 第 2 作者
(74) Joint Power and Admission Control via Linear Programming Deflation, IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2013, 第 2 作者
(75) 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
(76) A perfect example for the BFGS method, MATHEMATICAL PROGRAMMING, 2013, 通讯作者
(77) A New Analysis on the Barzilai-Borwein Gradient Method, JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF CHINA, 2013, 通讯作者
(78) Feasible Barzilai-Borwein-like methods for extreme symmetric eigenvalue problems, OPTIMIZATION METHODS & SOFTWARE, 2013, 通讯作者
(79) ADAPTIVE NONMONOTONE SPECTRAL RESIDUAL METHOD FOR LARGE-SCALE NONLINEAR SYSTEMS, PACIFIC JOURNAL OF OPTIMIZATION, 2012, 第 2 作者
(80) New stochastic approximation algorithms with adaptive step sizes, OPTIMIZATION LETTERS, 2012, 第 2 作者
(81) CONVERGENCE ANALYSIS OF SPARSE QUASI- NEWTON UPDATES WITH POSITIVE DEFINITE MATRIX COMPLETION FOR TWO-DIMENSIONAL FUNCTIONS, NUMERICAL ALGEBRA CONTROL AND OPTIMIZATION, 2011, 通讯作者
(82) 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
(83) Convergence of conjugate gradient methods with constant stepsizes, OPTIMIZATION METHODS & SOFTWARE, 2011, 通讯作者
(84) IMPROVED PROJECTED GRADIENT ALGORITHMS FOR SINGLY LINEARLY CONSTRAINED QUADRATIC PROGRAMS SUBJECT TO LOWER AND UPPER BOUNDS, ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2010, 通讯作者
(85) Sparse two-sided rank-one updates for nonlinear equations, SCIENCE CHINA-MATHEMATICS, 2010, 通讯作者
(86) 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
(87) Left conjugate gradient method for non-Hermitian linear systems, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2008, 通讯作者
(88) A Stochastic Approximation Frame Algorithm with Adaptive Directions, NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2008, 通讯作者
(89) A sequential quadratic programming algorithm with non-monotone line search, PACIFIC JOURNAL OF OPTIMIZATION, 2008, 通讯作者
(90) Inexact Barzilai-Borwein method for saddle point problems, NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2007, 通讯作者
(91) BFGS方法的收敛性质, 2006, 第 1 作者
(92) 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
(93) 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

科研活动

   
科研项目
( 1 ) 针对非结构数据的优化算法, 负责人, 国家任务, 2015-02--2020-02
( 2 ) 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
( 3 ) 非线性优化计算方法与理论, 负责人, 国家任务, 2012-01--2015-12
( 4 ) 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
( 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 ) 优化方法及应用的理论, 负责人, 国家任务, 2021-01--2025-12
( 7 ) 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