赖李媛君 - 北京航空航天大学 - 自动化科学与电气工程学院

个人简介

赖李媛君，女，博士，2009年、2012年、2015年于北京航空航天大学自动化科学与电气工程学院获学士、硕士、博士学位，现任北京航空航天大学自动化科学与电气工程学院副研究员。入选2016年中国科协青年人才托举工程计划，曾获国际仿真学会颁发的青年科学家奖，中国仿真学会优秀博士论文奖，三次获得北京航空航天大学优秀毕业生奖。目前研究方向包括可配置智能优化算法及其并行化，离散制造流程工业数据智能理论与方法，面向再制造的机器人拆卸建模与优化，多智能体系统动态模式发现与评估及自适应在线增量学习等。围绕上述方向研究，已出版英文学术专著3部，发表学术论文30余篇，第一或通讯作者发表SCI论文20余篇（其中ESI高被引论文1篇）。主持国家重点研发计划（青年科学家）项目1项、国家重点研发计划子课题2项，国家自然科学基金面上基金1项、国际交流与合作基金1、青年基金1项，参与国家自然科学基金面上项目2项。现为国际仿真学会（SCS）会员，中国仿真学会智能物联专委会秘书长，国际期刊《International Journal of Modeling, Simulation, and Scientific Computing》和《Cogent Engineering》编委。教育经历 2012.9 -- 2015.7 北京航空航天大学控制科学与工程博士研究生毕业博士学位 2009.9 -- 2012.7 北京航空航天大学控制科学与工程硕士研究生毕业硕士学位 2005.9 -- 2009.7 北京航空航天大学控制科学与工程大学本科毕业学士学位工作经历 2017.7 -- 2018.7 伯明翰大学访问学者 2016.1 -- 至今北京航空航天大学副研究员在职荣誉及奖励国际仿真学会青年科学家奖,2017-12-01 中国仿真学会优秀博士论文,2015-09-01 Young Simulation Scientist Award,2017-12-01

研究领域

面向再制造的机器人拆卸建模与优化多智能体系统动态模式发现与评估工业机器人智能适配工业互联网任务调度离散制造流程工业数据智能理论与方法可配置智能优化算法及其并行化

近期论文

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Model Engineering for Simulation:Elsevier,2018 Configurable Intelligent Optimization Algorithm.[专著]:Springer,2016 Robotic disassembly re-planning using a two-pointer detection strategy and a super-fast bees algorithm:Robotics and Computer-Integrated Manufacturing,2019,52:130-142 Parallel transfer evolution algorithm.[期刊]:Applied Soft Computing,2019,75:686-701 An Iterative Budget Algorithm for Dynamic Virtual machine consolidation under cloud computing environment.[期刊]:IEEE Transactions on Services Computing,2018 Pattern-based Validation Metric for Simulation Models.[期刊]:SCIENCE CHINA Information Sciences,2019 Rotated neighbor learning-based auto-configured evolutionary algorithm.[期刊]:Science China Information Sciences,2016,59(5):052101 A ranking chaos algorithm for dual scheduling of cloud service and computing resource in private cloud:Computers in Industry,2013,64(4):448-463 A study of optimal allocation of computing resources in cloud manufacturing systems.[期刊]:The International Journal of Advanced Manufacturing Technology,2012,63(5-8):671-690 Balance Gate Controlled Deep Neural Network:Neurocomputing,2018 FC-PACO-RM: a parallel method for service composition optimal-selection in cloud manufacturing system.[期刊]:IEEE Transactions on Industrial Informatics,2013,9(4):2023-2033 Concept, principle and application of dynamic configuration for intelligent algorithms.[期刊]:IEEE systems journal,2014,8(1):28-42 QMAEA: a quantum multi-agent evolutionary algorithm for multi-objective combinatorial optimization.[期刊]:Simulation,2014,90(2):182-204 Evolutionary many-objective optimization for mixed-model disassembly line balancing with multi-robotic workstations.[期刊].European Journal of Operational Research:1-17 BGM-BLA: a new algorithm for dynamic migration of virtual machines in cloud computing.[期刊]:IEEE Transactions on Services Computing,2016,9(6):910-925 Green partner selection in virtual enterprise based on Pareto genetic algorithms.[期刊]:The international journal of advanced manufacturing technology,2013,67(9-12):2109-2125 The optimal allocation model of computing resources in cloud manufacturing system:2011 Seventh International Conference on Natural Computation (ICNC),2011,4:2322-2326 Matching and selection of distributed 3D printing services in cloud manufacturing.[会议录]:Industrial Electronics Society, IECON 2017-43rd Annual Conference of the IEEE.,2017:4728-4733 Multi-Task Scheduling Based on QoS Evaluation in Cloud Manufacturing System.[会议录]:ASME 2017 12th International Manufacturing Science and Engineering Conference,2017 Service composition and scheduling in cloud-based simulation environment.[会议录]:Proceedings of the Model-driven Approaches for Simulation Engineering Symposium,2018 Social Recommendation Terms: Probabilistic Explanation Optimization.[会议录]:Monterey Workshop:155-167 Research on the dynamic management of cloud simulation derived data.[期刊]:International Journal of Modeling, Simulation, and Scientific Computing,2017 QoS-Aware Service Composition in Cloud Manufacturing: A Gale-Shapley Algorithm-Based Approach.[期刊]:IEEE Transactions on Systems, Man, and Cybernetics: Systems,2018:1-12 Study on model reuse for complex system simulation.[期刊]:SCIENTIA SINICA Informationis,2018,48(7):743-766 Multi operators-based partial connected parallel evolutionary algorithm.[会议录]:IEEE Congress on Evolutionary Computation,2016:4289-4296 An event-triggered dynamic scheduling method for randomly arriving tasks in cloud manufacturing.[期刊]:International Journal of Computer Integrated Manufacturing,2018,31(3):318-333 Multi-task scheduling of distributed 3D printing services in cloud manufacturing.[期刊]:The International Journal of Advanced Manufacturing Technology,2018,96(9-12):3003-3017 Parallel plants collaborative growth algorithm for virtual machine migration.[期刊]:International Journal of Service and Computing Oriented Manufacturing,2014,1(3):211-236 Diverse task scheduling for individualized requirements in cloud manufacturing.[期刊]:Enterprise Information Systems,2018,12(3):300-318 A clustering network-based approach to service composition in cloud manufacturing.[期刊]:International Journal of Computer Integrated Manufacturing,2017,30(12):1331-1342 Research on the impact of service provider cooperative relationship on cloud manufacturing platform.[期刊]:The International Journal of Advanced Manufacturing Technology,2016,86(5-8):2279-2290 Energy adaptive immune genetic algorithm for collaborative design task scheduling in cloud manufacturing system.[会议录]:IEEE International Conference on Industrial Engineering and Engineering Management,2011 Research on measurement method of resource service composition flexibility in service-oriented manufacturing system.[期刊]:International Journal of Computer Integrated Manufacturing,2012,25(2):113-135

学术兼职

2019.1 -- 2025.1 中国仿真学会智能物联专委会秘书长