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，医学决策

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, 第 11 作者
（2） Prediction of mechanical properties of micro-alloyed steels via neural networks learned by water wave optimization, NEURAL COMPUTING & APPLICATIONS, 2020, 第 11 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, 第 11 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, 第 11 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, 第 11 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, 第 11 作者
（18） Iterated Local Search for Distributed Multiple Assembly No-wait Flowshop Scheduling, 2017 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2017, 第 11 作者
（19） IIR Filters Designing by Water Wave Optimization, 2017 13TH IEEE INTERNATIONAL CONFERENCE ON CONTROL & AUTOMATION (ICCA), 2017, 第 11 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, 第 11 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, 第 11 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, 第 11 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, 第 11 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, 第 11 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, 第 11 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, 第 11 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 ） 多任务组合优化, 负责人, 国家任务, 2020-09--2022-12
（ 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 ） 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