职称：无
部门：计算机科学与工程系
电话：15580175626
办公室：工科北楼312
欧俊威，男，博士，2023年12月毕业于国防科技大学控制科学与工程专业，获得工学博士学位。目前在谈球吧∙网络空间安全公司工作，主要研究领域为卫星调度，强化学习，多目标优化，进化算法等。目前主持博士后国资计划C档1项、湖南省研究生科研创新重点项目1项。目前已在国际学术权威期刊IEEE Transactions on Computation (TEVC)、Expert Systems with Applications (ESWA)，Knowledge-Based Systems (KBS)、Information Sciences(INS)、Applied Soft Computing(ASOC)、Swarm and Evolutionary Computation(SWEVO)等期刊发表论文10余篇。担任TEVC、INS、ESWA、SWEVO等国际期刊和会议的审稿人。
工作经历
2024年1月 - 至今 谈球吧 谈球吧·网络空间安全公司 专任教师
研究领域
卫星调度、强化学习、多目标优化、进化算法等。
代表作
[1] Junwei Ou, Xiaolu Liu, Lining Xing, Jimin Lv, Yaru Hu, Jinhua Zheng, Juan Zou, Mengjun Li, Solving many-objective delivery and pickup vehicle routing problem with time windows with a constrained evolutionary optimization algorithm, Expert Systems with Applications, vol.255, pp.124712, 2024.
[2] Yaru Hu, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Rui Wang, Jinhua Zheng, Dynamic Multi-Objective Optimization Algorithm Guided by Recurrent Neural Network, IEEE Transactions on Evolutionary Computation, 2024, Early Access.
[3] Yanjie Song, Junwei Ou, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Xinwei Wang, Lining Xing, Yue Zhang, Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation Scheduling, IEEE Transactions on Systems， Man， and Cybernetics: Systems, vol.54, no.4, pp.2576-2589, 2024.
[4] Yanjie Song, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Qinwen Yang, Lining Xing, Learning adaptive genetic algorithm for earth electromagnetic satellite scheduling, IEEE Transactions on Aerospace and Electronic Systems, vol.59, no.6, pp.9010-9025, 2023.
[5] Junwei Ou, Lining Xing, Feng Yao, Mengjun Li, Jimin Lv, Yongming He, Yanjie Song, Jian Wu, Guoting Zhang, Deep reinforcement learning method for satellite range scheduling problem, Swarm and Evolutionary Computation, vol.77, pp.101233, 2023.
[6] Yanjie Song, Junwei Ou, Jian Wu, Yutong Wu, Lining Xing, Yingwu Chen, A cluster-based genetic optimization method for satellite range scheduling system. Swarm and Evolutionary Computation, vol.79, pp.101316, 2023.
[7] Junwei Ou, Mengjun Li, Lining Xing, Jimin Lv, Yaru Hu, Nanjiang Dong, Guoting Zhang, Individual-based self-learning prediction method for dynamic multi-objective optimization. Information Sciences, vol.613, pp.401-418, 2022.
科研项目
[1] 博士后国资计划C档，面向星间链路的卫星测控调度强化学习方法研究，批准号：GZC20241429， 2024.01-2025.12，主持.
[2] 湖南省研究生科研创新重点项目，大规模和不确定测控任务调度方法研究，批准号： CX20220002；研究年限：2020.01-2021.12，主持.
主讲课程
1.编译原理
