120100-管理科学与工程
070105-运筹学与控制论

运筹优化，可解释机器学习，医学应用

2001-09--2007-06   清华大学   博士
1997-09--2001-07   西安交通大学   学士

   

2022-04~现在, 中国科学院数学与系统科学研究院, 研究员
2014-02~2022-03,中国科学院数学与系统科学研究院, 副研究员
2009-09~2014-01,中国科学院数学与系统科学研究院, 助理研究员
2007-08~2009-08,荷兰自由大学, 博士后
2001-09~2007-06,清华大学, 博士
1997-09~2001-07,西安交通大学, 学士

2020-10-17-今,中国运筹学会理事,
2016-12-28-2020-12-27,Swarm Intelligence and Numerical Methods 副主编 (Associate Editor), 副主编 (Associate Editor)
2012-01-01-今,International Journal of Intelligent Information Processing 期刊编委 (Editorial Board),
2011-01-01-今,IEEE计算智能学会Memetic计算专门工作组技术委员会委员,
2010-01-01-今,International Journal of Engineering and Industries 期刊编委 (Editorial Board),

   

（1） 中国科学院“拔尖青年科学家”―前沿科学研究重点计划, 院级, 2016
（2） 关肇直青年研究奖, , 研究所（学校）, 2013
（3） Computers&Chemical Engineering2010-2012年度的高引用论文奖, , 其他, 2013
（4） Computers & Operations Research 2008-2012年度的高引用论文奖, , 其他, 2013
（5） IEEE SSCI国际会议最佳论文提名奖, , 其他, 2013
（6） “陈景润未来之星计划”特殊人才计划, , 研究所（学校）, 2012
（7） 清华大学优秀教材二等奖, 二等奖, 研究所（学校）, 2012
（8） 清华大学十优秀研究生, , 研究所（学校）, 2006

   

（1） Evolving the pulmonary nodules diagnosis from classical approaches to deep learning-aided decision support: three decades' development course and future prospect, JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2020, 通讯作者
（2） Prediction of mechanical properties of micro-alloyed steels via neural networks learned by water wave optimization, NEURAL COMPUTING & APPLICATIONS, 2020, 通讯作者
（3） An Inverse Power Generation Mechanism Based Fruit Fly Algorithm for Function Optimization, JOURNAL OF SYSTEMS SCIENCE AND COMPLEXITY, 2019, 第 5 作者
（4） An Inverse Power Generation Mechanism Based Fruit Fly Algorithm for Function Optimization, An Inverse Power Generation Mechanism Based Fruit Fly Algorithm for Function Optimization, 系统科学与复杂性学报:英文版, 2019, 第 5 作者
（5） 在轨空间智能制造：分布式调度建模与优化, In-space intelligent manufacturing: Distributed scheduling and optimization, 系统工程理论与实践, 2019, 第 7 作者
（6） An Inverse Power Generation Mechanism Based Fruit Fly Algorithm for Function Optimization, An Inverse Power Generation Mechanism Based Fruit Fly Algorithm for Function Optimization, JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2019, 通讯作者
（7） Single-Machine Green Scheduling to Minimize Total Flow Time and Carbon Emission, INTELLIGENT COMPUTING THEORIES AND APPLICATION, PT I, 2018, 第 5 作者
（8） Interactive Multiobjective Optimization: A Review of the State-of-the-Art, IEEE ACCESS, 2018, 第 6 作者
（9） Salp Swarm Algorithm Based on Blocks on Critical Path for Reentrant Job Shop Scheduling Problems, INTELLIGENT COMPUTING THEORIES AND APPLICATION, PT I, 2018, 第 4 作者
（10） Deep learning aided decision support for pulmonary nodules diagnosing: a review, JOURNAL OF THORACIC DISEASE, 2018, 通讯作者
（11） Hybrid Estimation of Distribution Algorithm for Blocking Flow-Shop Scheduling Problem with Sequence-Dependent Setup Times, INTELLIGENT COMPUTING THEORIES AND APPLICATION, PT I, 2018, 第 3 作者
（12） Hybrid Discrete Teaching-Learning-Based Optimization Algorithm for Solving Parallel Machine Scheduling Problem with Multiple Constraints, INTELLIGENT COMPUTING THEORIES AND APPLICATION, PT I, 2018, 第 3 作者
（13） A Dynamic Generalized Opposition-based Learning Fruit Fly Algorithm for Function Optimization, 2018 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2018, 第 5 作者
（14） Impact of Examined Lymph Node Count on Precise Staging and Long-Term Survival of Resected Non-Small-Cell Lung Cancer: A Population Study of the US SEER Database and a Chinese Multi-Institutional Registry, JOURNAL OF CLINICAL ONCOLOGY, 2017, 第 22 作者
（15） Scatter Search for Distributed Assembly Flowshop Scheduling to Minimize Total Tardiness, 2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, 第 4 作者
（16） I Ching Philosophy Inspired Optimization, 2017 13TH IEEE INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION (ICCA), 2017, 通讯作者
（17） EDA based Probabilistic Memetic Algorithm for Distributed Blocking Permutation Flowshop Scheduling with Sequence Dependent Setup Time, 2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, 通讯作者
（18） Iterated Local Search for Distributed Multiple Assembly No-wait Flowshop Scheduling, 2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, 通讯作者
（19） IIR Filters Designing by Water Wave Optimization, 2017 13TH IEEE INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION (ICCA), 2017, 通讯作者
（20） 求解N-车探险问题的Memetic烟花算法, 控制与决策, 2017, 第 5 作者
（21） Distributed Scheduling Combined with Traveling Salesman Problem: An Iterated Local Search, 2017 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS (SMC), 2017, 第 6 作者
（22） An improved TLBO based memetic algorithm for aerodynamic shape optimization, ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2017, 通讯作者
（23） A Novel Improved Teaching-Learning Based Optimization for Functional Optimization, 2016 12TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2016, 第 2 作者
（24） A Tabu-Based Variable Neighborhood Local Search for N-Vehicles Exploration Problem, 2016 12TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2016, 第 5 作者
（25） Scheduling of Stochastic Distributed Assembly Flowshop under Complex Constraints, PROCEEDINGS OF 2016 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (SSCI), 2016, 第 4 作者
（26） 基于优先规则的复杂并行机调度问题研究, 系统工程理论与实践, 2016, 第 4 作者
（27） Optimal targeting of nonlinear chaotic systems using a novel evolutionary computing strategy, KNOWLEDGE-BASED SYSTEMS, 2016, 通讯作者
（28） Scheduling of No-wait Stochastic Distributed Assembly Flowshop by Hybrid PSO, 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2016, 第 5 作者
（29） A Simultaneous Perturbation Stochastic Approximation Enhanced Teaching-Learning based Optimization, 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2016, 第 5 作者
（30） A Novel Water Wave Optimization based Memetic Algorithm for Flow-Shop Scheduling, 2016 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2016, 第 5 作者
（31） Parameter estimation of nonlinear chaotic system by improved TLBO strategy, SOFT COMPUTING, 2016, 通讯作者
（32） Adjustment of basal insulin infusion rate in T1DM by hybrid PSO, SOFT COMPUTING, 2015, 第 2 作者
（33） 可重入柔性调度问题研究模型算法与应用, 系统工程理论与实践, 2015, 第 5 作者
（34） A Bayesian Statistical Inference-Based Estimation of Distribution Algorithm for the Re-entrant Job-Shop Scheduling Problem with Sequence-Dependent Setup Times, INTELLIGENT COMPUTING METHODOLOGIES, 2014, 第 3 作者
（35） Intelligent Closed-Loop Insulin Delivery Systems for ICU Patients, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2014, 第 4 作者
（36） An Inaugural Message for the IEEE Journal of Biomedical and Health Informatics, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2013, 
（37） A Novel Bad-Experience-Enhanced Particle Swarm Optimization for Metabolic Model Parameter Identification, 2013 32ND CHINESE CONTROL CONFERENCE (CCC), 2013, 第 2 作者
（38） Probabilistic Memetic Algorithm for Flowshop Scheduling, 2013 IEEE WORKSHOP ON MEMETIC COMPUTING (MC), 2013, 通讯作者
（39） How connected are Chinese farmers to retail markets? New evidence of price transmission, CHINA ECONOMIC REVIEW, 2012, 第 1 作者
（40） Intelligent switching expert system for delayed coking unit based on iterative learning strategy, EXPERT SYSTEMS WITH APPLICATIONS, 2011, 第 5 作者
（41） A unified framework for population-based metaheuristics, ANNALS OF OPERATIONS RESEARCH, 2011, 通讯作者
（42） An effective hybrid particle swarm optimization for batch scheduling of polypropylene processes, COMPUTERS AND CHEMICAL ENGINEERING, 2010, 第 1 作者
（43） An effective hybrid particle swarm optimization for batch scheduling of polypropylene processes, COMPUTERS & CHEMICAL ENGINEERING, 2010, 通讯作者
（44） CONTROLLING CHAOS BY AN IMPROVED ESTIMATION OF DISTRIBUTION ALGORITHM, MATHEMATICAL & COMPUTATIONAL APPLICATIONS, 2010, 第 3 作者
（45） An effective PSO-based memetic algorithm for flow shop scheduling, IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS, 2007, 通讯作者

（ 1 ） 微粒群优化与调度算法, Particle swarm optimization and scheduling algorithms, 清华大学出版社, 2011-01, 第 2 作者
Chapter 3: A Unifying Framework For Swarm Intelligence Based Hybrid Algorithms, United Kingdom: The Institution of Engineering and Technology., 2018-06, 第 3 作者

   

（ 1 ） 基于随机图理论的不确定性可重入柔性调度问题研究, 负责人, 国家任务, 2012-01--2014-12
（ 2 ） 实时调度与优化理论及其在航空指挥领域的应用, 负责人, 中国科学院计划, 2016-01--2020-12
（ 3 ） 多任务组合优化, 负责人, 国家任务, 2020-09--2022-12