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个人简介
李凌杰(中国共产党党员),2023年毕业于深圳大学。于2023年7月入职人工智能与数字经济广东省实验室(深圳),现任智能推荐与智能调度团队特聘副研究员。
2020年-2023年连续三年入选深圳大学“优博计划”,2023年6月获得深圳大学优秀博士研究生荣誉称号。
研究方向为进化算法及其应用研究。主要包括,进化算法在多目标优化、大规模优化问题的理论研究;以及进化算法在云计算、边缘计算、高维特征选择、遥感高光谱图像等应用研究。
截至目前,已发表国际学术论文20余篇、授权专利一项。其中包含IEEE TEVC、IEEE TCYB、 IEEE TSMC等进化计算领域TOP期刊。
工作经历及教育背景
2020.09-2023.06 深圳大学,计算机科学与技术,博士
2019.09-2020.01 University of Exeter, UK. Visitor Student
2017.09-2020.06 深圳大学,计算机科学与技术,硕士
2013.09-2017.06 山东工商学院, 网络工程,本科
发表论文论著:
- Lingjie Li, Manlin Xuan, Qiuzhen Lin, Min Jiang, Zhong Ming, Kay Chen Tan, "Evolutionary multitasking via multiple filtering methods and competitive swarm optimizer for feature selection in high-dimensional classification," IEEE Transactions on Evolutionary Computation. (2023)
- Lingjie Li, Yongfeng Li, Qiuzhen Lin, Songbai Liu, Zhong Ming, and Carlos A. Coello Coello, "Neural net-enhanced competitive swarm optimizer for large-scale multi-objective optimization," IEEE Transactions on Cybernetics. (2023)
- Lingjie Li, Qiuzhen Lin, Zhong Ming, Ka-Chun Wong, Maoguo Gong, Carlos A. Coello-Coello, "An immune-inspired resource allocation strategy for many-objective optimization," IEEE Transactions on Systems, Man and Cybernetics: Systems. (2022)
- Lingjie Li, Yongfeng Li, Qiuzhen Lin, Zhong Ming, Carlos A. Coello-Coello, A convergence and diversity guided leader selection strategy for many-objective particle swarm optimization, Engineering Applications of Artificial Intelligence. (2022)
- Lingjie Li, Qiuzhen Lin, Zhong Ming, "A survey of artificial immune algorithms for multi-objective optimization," Neurocomputing. (2022)
- Lingjie Li, Qiuzhen Lin, Ke Li, Zhong Ming, "Vertical distance based clonal selection mechanism for multi-objective immune algorithm, " Swarm and Evolutionary computation. (2021)
- Lingjie Li, Qiuzhen Lin, Zhong Ming, "Multi-objective optimization using self-organizing decomposition and its application to crashworthiness," Applied Soft Computing. (2021)
- Lingjie Li, Qiuzhen Lin, Songbai Liu, Dunwei Gong, Carlos A. Coello-Coello, Zhong Ming, "A novel multi-objective immune algorithm with a decomposition-based clonal selection," Applied Soft Computing. (2019)
更多信息,可查询个人主页:https://www.researchgate.net/profile/Lingjie-Li/research
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参研项目:
以主要成员参与深圳大学与华为合作的《柔性计算》研究项目
1、《基于强化学习的VM QoS动态控制技术研究项目》--面向柔性计算的虚拟机热迁移调度问题研究
2、《VM QoS动态感知和管理关键技术研究项目》--基于柔性计算的夸运行时业务统一调度架构研究 -
授权专利:
李凌杰、林秋镇、陈剑勇、明仲. 一种多目标的云资源调度方法、装置、设备及其存储介质,2023.4.7,中国,ZL 2019 1 0226442.0.