1. 集值非线性系统辨识与适应控制

2. 金融系统建模

3. 通信网络

4. 系统生物学

071101-系统理论
070105-运筹学与控制论
081001-通信与信息系统

通信与信息系统
集值系统辨识与自适应控制
金融系统建模

2002-09--2007-07   中国科学院数学与系统科学研究院   博士
1998-09--2002-07   山东大学数学与系统科学学院   本科

   

2017-03~现在, 中国科学院数学与系统科学研究院, 研究员
2012-02~2017-03,中国科学院数学与系统科学研究院, 副研究员
2011-09~2011-12,瑞典林雪平大学, 访问学者
2008-12~2009-09,新加坡南洋理工大学, 博士后
2007-09~2008-08,美国韦恩州立大学, 博士后
2007-07~2012-02,中国科学院数学与系统科学研究院, 助理研究员

2022-11-25-今,中国系统工程学会, 常务理事
2022-01-01-今,SIAM Journal on Control and Optimization, 编委
2020-09-01-今,亚洲控制协会, 指导委员会委员
2019-11-01-今,Journal of Systems Science and Complexity, 副主编
2018-03-27-2020-08-31,亚洲控制协会, 副主席
2018-02-05-今,IEEE Transactions on Systems, Man, and Cybernetics: Systems, 编委
2018-01-10-今,中国自动化学会控制理论专业委员会, 副主任
2017-12-01-今,Automatica, 编委
2014-05-31-2019-10-31,系统科学与复杂性, 编委
2013-12-03-今,中国自动化学会, 副秘书长
2013-01-07-2018-01-08,中国自动化学会控制理论专业委员会, 秘书长
2013-01-01-今,IEEE CSS Beijing Chapter, 副主席
2012-03-31-2020-08-31,亚洲控制杂志, 编委

系统优化理论

   

（1） 中国自动化学会自然科学奖, 一等奖, 部委级, 2021
（2） 国家自然科学基金委杰出青年基金, 国家级, 2020
（3） 中国系统工程学会青年科技奖, 其他, 2018
（4） 国家自然科学基金委优秀青年基金, 国家级, 2016
（5） 国家自然科学奖, 二等奖, 国家级, 2015
（6） 中国工业与应用数学学会首届优秀青年学者奖, , 其他, 2012
（7） 中国科学院院长特别奖, , 部委级, 2007
（8） 瑞士科技部应用数学欧拉奖, 其他, 2007

（ 1 ） 一种非标准型MIMO离散非线性系统的自适应控制方法及系统, 发明专利, 2021, 第 4 作者, 专利号: CN112147896B

（ 2 ） 一种面向博弈控制的隐私保护方法、系统及可读存储介质, 发明专利, 2021, 第 4 作者, 专利号: CN113158238A

（ 3 ） 车辆自主驾驶的弹性事件触发控制方法及系统, 发明专利, 2021, 第 4 作者, 专利号: CN112685835A

（ 4 ） 非标准型离散时间非线性系统的自适应控制方法及系统, 发明专利, 2021, 第 4 作者, 专利号: CN112506045A

（ 5 ） 面向隐私保护的分布式估计方法、系统与可读存储介质, 发明专利, 2021, 第 4 作者, 专利号: CN112214733A

（1） On observability analysis and observer design for a class of nonlinear uncertain systems with general elastic vibration dynamics, ASIAN JOURNAL OF CONTROL, 2022, 第 3 作者
（2） System identification under saturated precise or set-valued measurements, Science China Information Sciences, 2022, 通讯作者
（3） Min Hu, Ting Wang, Yanlong Zhao*, Consensus of switched multi-agent systems with binary-valued communications, , 65: , 2022., Science China Information Sciences, 2022, 通讯作者
（4） A unified identification algorithm of FIR systems based on binary observations with time-varying thresholds, AUTOMATICA, 2022, 通讯作者
（5） Identification and adaptation with binary-valued observations under non-persistent excitation condition, AUTOMATICA, 2022, 第 2 作者
（6） Identification for Wiener-Hammerstein systems under quantized inputs and quantized output observations, ASIAN JOURNAL OF CONTROL, 2021, 第 2 作者
（7） Sample average approximation of CVaR-based hedging problem with a deep-learning solution, NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2021, 通讯作者
（8） Distributed Recursive Projection Identification with Binary-Valued Observations, Distributed Recursive Projection Identification with Binary-Valued Observations, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2021, 通讯作者
（9） Adaptive Tracking Control of FIR Systems Under Binary-Valued Observations and Recursive Projection Identification, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 通讯作者
（10） Asymptotically Efficient Recursive Identification of FIR Systems With Binary-Valued Observations, IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2021, 通讯作者
（11） System Identification With Binary-Valued Observations Under Data Tampering Attacks, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 通讯作者
（12） Adaptive control with saturation-constrainted observations for drag-free satellites——a set-valued identification approach, Adaptive control with saturation-constrainted observations for drag-free satellites - a set-valued identification approach, SCIENCE CHINA-INFORMATION SCIENCES, 2021, 第 3 作者
（13） Credit Scoring Based on the Set-Valued Identification Method, Credit Scoring Based on the Set-Valued Identification Method, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2020, 通讯作者
（14） Extreme-value sampling design is cost-beneficial only with a valid statistical approach for exposure-secondary outcome association analyses, STATISTICAL METHODS IN MEDICAL RESEARCH, 2020, 通讯作者
（15） Explicit expressions to counterparty credit exposures for Forward and European Option, NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2020, 通讯作者
（16） Consensus of Multi-Agent Systems Under Binary-Valued Measurements and Recursive Projection Algorithm, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2020, 通讯作者
（17） Consensus protocol for multi-agent systems with undirected topologies and binary-valued communications, IEEE Transactions on Automatic Control, 2020, 通讯作者
（18） Asymptotic efficiency and probabilistic error bound for maximum likelihood-based identification of finite impulse response systems with binary-valued observations and unreliable communication, International Journal of Adaptive Control and Signal Processing, 2020, 通讯作者
（19） Consensus of linear multi-agent systems with stochastic noises and binary-valued communications, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2020, 通讯作者
（20） Asymptotic efficiency and probabilistic error bound for maximum likelihood-based identification of finite impulse response systems with binary-valued observations and unreliable communications, INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2020, 通讯作者
（21） 饱和约束测量扩张状态滤波与无拖曳卫星位姿自抗扰控制, Extended State Filtering With Saturation-constrainted Observations and Active Disturbance Rejection Control of Position and Attitude for Drag-free Satellites, 自动化学报, 2020, 第 5 作者
（22） Average Consensus for Multi-Agent System with Measurement Noise and Binary-Valued Communication, ASIAN JOURNAL OF CONTROL, 2019, 通讯作者
（23） 基于局部波动率模型的上证50etf期权定价研究, Empirical analysis of Shanghai 50ETF options pricing based on local volatility model, 系统工程理论与实践, 2019, 第 2 作者
（24） Parameter Estimation Based on Set-valued Signals: Theory and Application, ACTA MATHEMATICAE APPLICATAE SINICA-ENGLISH SERIES, 2019, 通讯作者
（25） FIR system identification with set-valued and precise observations from multiple sensors, SCIENCE CHINA Information Sciences, 2019, 通讯作者
（26） 外汇欧式期权在市场不完备下的对冲误差分析, Hedging error analysis of foreign exchange European options under incomplete market, 系统工程理论与实践, 2019, 第 4 作者
（27） Multi-agent Consensus by Binary-valued Communications of Relative State, PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, 第 2 作者
（28） parameterestimationbasedonsetvaluedsignalstheoryandapplication, Acta Mathematicae Applicatae Sinica, English Series, 2019, 第 3 作者
（29） firsystemidentificationwithsetvaluedandpreciseobservationsfrommultiplesensors, Science China Information Sciences, 2019, 第 3 作者
（30） Consensus protocol for multiagent systems with undirected topologies and binary-valued communications, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2019, 通讯作者
（31） 基于择券和择时的国债期货定价, Pricing of Government Bond Futures Embedded Quality Option and Timing Option, 系统科学与数学, 2019, 第 4 作者
（32） Parameter Estimation Based on Set-valued Signals: Theory and Application, Parameter Estimation Based on Set-valued Signals: Theory and Application, 应用数学学报:英文版, 2019, 通讯作者
（33） FIR system identification with set-valued and precise observations from multiple sensors, FIR system identification with set-valued and precise observations from multiple sensors, 中国科学:信息科学(英文版), 2019, 第 3 作者
（34） Arbitrage-free conditions for implied volatility surface by Delta, NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2019, 通讯作者
（35） consensuscontrolwithaconstantgainfordiscretetimebinaryvaluedmultiagentsystemsbasedonaprojectedempiricalmeasuremethod, IEEE/CAA Journal of Automatica Sinic, 2019, 通讯作者
（36） Parameter estimates of Heston stochastic volatility model with MLE and consistent EKF algorithm, Parameter estimates of Heston stochastic volatility model with MLE and consistent EKF algorithm, Science China Information Sciences, 2018, 第 4 作者
（37） Average Consensus of Multi-Agent Systems Under Directed Topologies and Binary-Valued Communications, IEEE ACCESS, 2018, 通讯作者
（38） Parameter estimates of Heston stochastic volatility model with MLE and consistent EKF algorithm, SCIENCE CHINA-INFORMATION SCIENCES, 2018, 通讯作者
（39） Convergence Properties of Recursive Projection Algorithm for System Identification with Binary-Valued Observations, 2018 CHINESE AUTOMATION CONGRESS (CAC), 2018, 第 3 作者
（40） Information Security Protocol Based System Identification with Binary-Valued Observations, Information Security Protocol Based System Identification with Binary-Valued Observations, 系统科学与复杂性学报(英文版), 2018, 第 2 作者
（41） Information Security Protocol Based System Identification with Binary-Valued Observations, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2018, 第 2 作者
（42） Asymptotically efficient non-truncated identification for fir systems with binary-valued outputs, SCIENCE CHINA-INFORMATION SCIENCES, 2018, 通讯作者
（43） Parameter Estimates of Stochastic Volatility Model with Maximum Likelihood Estimation and Consistent Extended Kalman Filter Algorithm, Science China Information Sciences, 2018, 通讯作者
（44） Parameter estimates of Heston stochastic volatility model with MLE and consistent EKF algorithm, Parameter estimates of Heston stochastic volatility model with MLE and consistent EKF algorithm, 中国科学：信息科学（英文版）, 2018, 第 4 作者
（45） Parameter Estimations of Heston Model Based on Consistent Extended Kalman Filter, IFAC PAPERSONLINE, 2017, 第 3 作者
（46） Identification of Wiener systems with quantized inputs and binary-valued output observations, AUTOMATICA, 2017, 第 4 作者
（47） System Identification with Mixed Binary-valued and Precise Measurements, 2017 17TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2017, 通讯作者
（48） A Robust and Powerful Set-Valued Approach to Rare Variant Association Analyses of Secondary Traits in Case-Control Sequencing Studies, GENETICS, 2017, 第 8 作者
（49） Parameters Estimations for Continuous-Time Stochastic Volatility Models, PROCEEDINGS OF THE 36TH CHINESE CONTROL CONFERENCE (CCC 2017), 2017, 第 3 作者
（50） Decision-implementation complexity of cooperative game systems, Decision-implementation complexity of cooperative game systems, 中国科学：信息科学（英文版）, 2017, 第 2 作者
（51） Set-valued system identification methods in retrospective cohort study and applications to GWAS, IFAC PAPERSONLINE, 2017, 第 3 作者
（52） Decision-implementation complexity of cooperative game systems, Decision-implementation complexity of cooperative game systems, SCIENCE CHINA-INFORMATION SCIENCES, 2017, 第 2 作者
（53） System Identification under Information Security, IFAC PAPERSONLINE, 2017, 第 2 作者
（54） 多量化观测下的系统辨识与信息融合, 2016, 第 3 作者
（55） Iterative parameter estimate with batched binary-valued observations, SCIENCE CHINA-INFORMATION SCIENCES, 2016, 通讯作者
（56） 基于信息安全的系统辨识, 2016, 第 2 作者
（57） 鲁棒控制与系统辨识的复杂度及其关联的综述和探讨, 中国科学数学, 2016, 第 2 作者
（58） Radar Target Recognition Algorithm Based on RCS Observation Sequence - Set-Valued Identification Method, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2016, 通讯作者
（59） 外汇风险因子敞口的动态判断模型, 2016, 第 3 作者
（60） SVSI: Fast and Powerful Set-Valued System Identification Approach to Identifying Rare Variants in Sequencing Studies for Ordered Categorical Traits, ANNALS OF HUMAN GENETICS, 2015, 第 3 作者
（61） Average Consensus of Multi-agent System With Binary-valued Observations, 2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, 通讯作者
（62） Asymptotically efficient identification of FIR systems with quantized observations and general quantized inputs, AUTOMATICA, 2015, 第 4 作者
（63） State estimation with quantised innovations and communication channels, IET CONTROL THEORY AND APPLICATIONS, 2015, 通讯作者
（64） 合作博弈中的决策实施复杂度的定量分析, 2015, 第 2 作者
（65） An Extension on the Quantized Input Condition for FIR Systems Identification with Quantized Observations, 2015 34TH CHINESE CONTROL CONFERENCE (CCC), 2015, 第 3 作者
（66） Recursive identification of FIR systems with binary-valued outputs and communication channels, AUTOMATICA, 2015, 通讯作者
（67） A New System Identification Approach to Identify Genetic Variants in Sequencing Studies for a Binary Phenotype, HUMAN HEREDITY, 2014, 第 3 作者
（68） Identification of the gain system with quantized observations and bounded persistent excitations, SCIENCE CHINA-INFORMATION SCIENCES, 2014, 通讯作者
（69） identificationofthegainsystemwithquantizedobservationsandboundedpersistentexcitations, SCIENCE CHINA-INFORMATION SCIENCES, 2014, 通讯作者
（70） 基于RCS观测序列的目标识别算法一集值辨识法, 2014, 第 3 作者
（71） A Powerful and Robust System Identification Approach to Testing Genotype-Phenotype Associations, Human Heredity, 2014, 通讯作者
（72） Protein-interaction-network-based analysis for genome-wide association analysis of schizophrenia in Han Chinese population, JOURNAL OF PSYCHIATRIC RESEARCH, 2014, 第 4 作者
（73） Multi-equilibrium property of metabolic networks: MMN module, INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2014, 通讯作者
（74） A hypothesis-driven pathway analysis reveals myelin-related pathways that contribute to the risk of schizophrenia and bipolar disorder, PROGRESS IN NEURO-PSYCHOPHARMACOLOGY & BIOLOGICAL PSYCHIATRY, 2014, 第 4 作者
（75） 基于集值辨识的复杂疾病全基因组关联分析, 2013, 第 2 作者
（76） Set-Valued Analysis for Genome-Wide Association Studies of Complex Diseases, 2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, 第 2 作者
（77） Parameter Sensitivity Analysis for the Calvin Cycle by Use of An Algebraic-Equation Method, 2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, 第 3 作者
（78） Adaptive Tracking Control of Linear Systems With Binary-Valued Observations and Periodic Target, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 通讯作者
（79） Adaptive Tracking Control of Linear Systems With Binary-Valued Observations and Periodic Target, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2013, 通讯作者
（80） Recursive projection algorithm on FIR system identification with binary-valued observations, AUTOMATICA, 2013, 第 2 作者
（81） Adaptive tracking control of linear systems with binary-valued observations and periodic target identification with binary-valued observations, Automatica, 2013, 通讯作者
（82） ADAPTIVE TRACKING OF A CLASS OF FIRST-ORDER SYSTEMS WITH BINARY-VALUED OBSERVATIONS AND FIXED THRESHOLDS, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2012, 第 3 作者
（83） Recursive Identification of FIR Systems with Binary-Valued Observations, 2012 12TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS & VISION (ICARCV), 2012, 第 2 作者
（84） 集值系统的辨识与适应控制, 系统科学与数学, 2012, 第 1 作者
（85） 无抑制作用代谢网络在多平衡态性质意义下的强连通分解, 2012, 第 3 作者
（86） 一种针对代谢网络多平衡态性质的强连通分解方法, A STRONG CONNECTIVITY DECOMPOSITION METHOD FOR ANALYZING THE MULTI-EQUILIBRIUM PROPERTY OF GENERAL METABOLIC NETWORKS, 系统科学与数学, 2012, 第 3 作者
（87） ADAPTIVE TRACKING OF A CLASS OF FIRST-ORDER SYSTEMS WITH BINARY-VALUED OBSERVATIONS AND FIXED THRESHOLDS, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2012, 第 3 作者
（88） Adaptive Tracking Control of Linear Systems to Periodic Target with Set-Valued Information, 2011 30TH CHINESE CONTROL CONFERENCE (CCC), 2011, 通讯作者
（89） Adaptive Tracking Control of A Class of First-Order Systems With Binary-Valued Observations and Time-Varying Thresholds, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2011, 第 3 作者
（90） 一类持续激励输入下量化系统的参数辨识, 2010, 第 1 作者
（91） IDENTIFICATION OF HAMMERSTEIN SYSTEMS WITH QUANTIZED OBSERVATIONS, SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2010, 通讯作者
（92） Identifiation of Hammerstein systems with quantized observations, SIAM Journal on Control and Optimization, 2010, 第 1 作者
（93） Space and time complexities and sensor threshold selection in quantized identification, AUTOMATICA, 2008, 第 4 作者
（94） Identification input design for consistent parameter estimation of linear systems with binary-valued output observations, IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2008, 第 3 作者
（95） Identification of Wiener systems with binary-valued output observations (vol 43, pg 1752, 2007), AUTOMATICA, 2008, 第 1 作者
（96） Identification of Wiener models with binary-valued output observations, 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, 通讯作者
（97） Integrated information processing and communications: Complexity analysis, PROCEEDINGS OF THE SIXTH IASTED INTERNATIONAL MULTI-CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS, 2006, 第 5 作者
（98） Sufficient excitation conditions for system identification using binary-valued observations, 2006 AMERICAN CONTROL CONFERENCE, VOLS 1-12, 2006, 第 3 作者

（1） System identification with quantized observations, Springer-Birkhauser, 2010-06, 第 4 作者
（2） 线性随机系统：一种关于建模、估计和辨识的几何方法（上下册）, 上海科学技术出版社, 2018-01, 第 1 作者

   

（ 1 ） 集值输出系统的随机辨识与适应控制, 负责人, 国家任务, 2012-01--2015-12
（ 2 ） 2 型糖尿病的生物分子网络动态行为与调控机理研究, 参与, 国家任务, 2012-01--2016-12
（ 3 ） 集值系统的辨识与控制, 负责人, 中国科学院计划, 2012-01--2015-12
（ 4 ） 不确定信息下多体导航与控制的系统理论和数学基础，课题1, 参与, 国家任务, 2014-01--2019-12
（ 5 ） 集值系统的辨识与适应控制, 负责人, 国家任务, 2017-01--2019-12
（ 6 ） 非线性不确定性系统的智能控制, 负责人, 其他任务, 2019-06--2022-06
（ 7 ） 不确定性系统智能控制的基础数学理论与方法, 参与, 国家任务, 2019-09--2024-08
（ 8 ） 多重不确定性集值系统的辨识与控制, 负责人, 国家任务, 2021-01--2025-12
（ 9 ） 6G通讯网络与技术的数学基础理论, 负责人, 中国科学院计划, 2021-06--2026-05

已指导学生

胡敏  硕士研究生  070105-运筹学与控制论  

王西梅  博士研究生  070105-运筹学与控制论  

彭程  博士研究生  070105-运筹学与控制论  

武丽芳  硕士研究生  070105-运筹学与控制论  

张杭  博士研究生  070105-运筹学与控制论  

李爽  博士研究生  070105-运筹学与控制论  

现指导学生

史若诗  博士研究生  071101-系统理论  

何寅杰  博士研究生  070105-运筹学与控制论  

刘兴瑞  硕士研究生  071102-系统分析与集成  

李鑫  博士研究生  070105-运筹学与控制论