魏罗娜(讲师)
教师背景
学 历 |
所在学校 |
所在学院 |
时 间 |
博士 |
国防科技大学 |
系统工程学院 |
2019.3-2023.6 |
本硕 |
西北工业大学 |
自动化学院 |
2009.9-2016.6 |
研究领域
研究方向包括智能优化算法与决策技术、多目标组合优化问题的建模方式与求解算法，主要从事多目标优化、深度强化学习、智能优化方法及卫星任务调度相关领域的研究，在国内外重要学术期刊和会议上发表论文10余篇，授权发明专利2项。
研究项目
主持湖北省自然科学基金项目1项。
近期研究成果
Wei Luona, Chen Yuning, Chen Ming, Chen Yingwu. Deep Reinforcement Learning and Parameter Transfer based Approach for the Multi-Objective Agile Earth Observation Satellite Scheduling Problem[J]. Applied Soft Computing, 2021, 110: 107607.
Wei Luona, Chen Ming, Xing Lining, Wan Qian, Song Yanjie, Chen Yuning, Chen yingwu. Knowledge-transfer based genetic programming algorithm for multi-objective dynamic agile earth observation satellite scheduling problem[J]. Swarm and Evolutionary Computation, 2024, 85:101460.
Wei Luona, Xing Lining, Wan Qian, Song Yanjie, Chen Yingwu. A Multi-Objective Memetic Approach for Time-Dependent Agile Earth Observation Satellite Scheduling Problem[J]. Computers & Industrial Engineering, 2021, 159: 107530.
Wan Qian, Wei Luona, Zhao Shan, Liu Jie. A Span-Based Multi-Modal Attention Network for Joint Entity-Relation Extraction[J]. Knowledge-Based Systems, 2023, 262: 110228.
Song Yanjie, Wei Luona, Yang Qing, Wu Jian, Xing Lining, Chen Yingwu. RL-GA: A Reinforcement Learning-based Genetic Algorithm for Electromagnetic Detection Satellite Scheduling Problem [J]. Swarm and Evolutionary Computation, 2023, 77:101236
联系方式
邮箱：wlnelysion@scuec.edu.cn
地址：3044am永利集团
