黄丽

黄    丽

性别

女

职    称

副教授

研究方向

进化计算，人工智能

电子邮箱

huanglili622@126.com

个人简介

工学博士，硕士生导师。本硕博均就读于东华大学，美国新泽西理工学院联合培养博士生。主要研究方向为多机器人巡逻系统的智能优化与动态协同，主持并结题国家自然科学基金青年项目1项，作为第一作者在《IEEE/CAA Journal of Automatica Sinica》、《IEEE Transactions on Systems, Man, and Cybernetics: Systems》和《IEEE Transactions on Intelligent Transportation Systems》等中科院一区Top期刊发表SCI论文6篇，共计被引350余次。

获上海工程技术大学青年五四奖章个人、上海工程技术大学优秀主讲教师、上海工程技术大学优秀班主任（导师）、上海工程技术大学学生社团优秀指导教师等荣誉称号。指导学生所完成的学术成果获得第21届IEEE网络、传感与控制国际会议（21st IEEE International Conference on Networking, Sensing and Control）最佳论文奖（Best Paper Award）；指导学生主持并结题多项市级大学生创新训练项目；指导学生获得中国研究生数学建模竞赛二等奖、中国国际大学生创新大赛上海赛区铜奖、美国大学生数学建模竞赛Honorable Mention等多项学科竞赛奖项。

目前团队主要研究的科学问题为具有大规模、昂贵、有约束、多模态、混合决策变量等特性的多目标优化问题；研究内容为进化计算，属于人工智能和计算智能领域的一个重要分支；应用领域包含多机器人系统的路径规划、机器学习的特征选择及超参数优化、工程领域的结构设计及工艺参数优化等。此外，也鼓励学生在强化学习和深度学习等领域进行探索，研究其与进化计算的交叉融合。

主要成果

[1]L. Huang, M. Chen, H. Han and T. Han, "A Similarity Evaluation Framework for Multiobjective Multirobot Maritime Patrolling," in IEEE Internet of Things Journal, vol. 12, no. 15, pp. 30003-30019, 1 Aug.1, 2025.

[2]L. Huang, M. Zhou, H. Han, S. Wang and A. Albeshri, "Learning-Inspired Immune Algorithm for Multiobjective-Optimized Multirobot Maritime Patrolling," in IEEE Internet of Things Journal, vol. 11, no. 6, pp. 9870-9881, 15 March15, 2024.

[3]L. Huang, M. Zhou, K. Hao and H. Han, "Multirobot Cooperative Patrolling Strategy for Moving Objects," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 53, no. 5, pp. 2995-3007, May 2023.

[4]L. Huang, Y. Ding, M. Zhou, Y. Jin and K. Hao, "Multiple-Solution Optimization Strategy for Multirobot Task Allocation," in IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 11, pp. 4283-4294, Nov. 2020.

[5]L. Huang, M. Zhou and K. Hao, "Non-Dominated Immune-Endocrine Short Feedback Algorithm for Multi-Robot Maritime Patrolling," in IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 1, pp. 362-373, Jan. 2020.

[6]L. Huang, M. Zhou, K. Hao and E. Hou, "A survey of multi-robot regular and adversarial patrolling," in IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 4, pp. 894-903, July 2019.

[7]L. Yang, L. Huang, H. Han and T. Han, "MSA²F-Center: Enhancing BEV-Based 3D Object Detection for Distant Targets in Complex Autonomous Driving Environments," in IEEE Sensors Journal, 2026.

[8]M. Li, L. Huang, H. Han and C. Wang, "Enhancing Battery Electric Vehicles Safety Optimization With Adaptive MOEA/D Based on Dynamic Grid and Multiple Dominance," in IEEE Transactions on Automation Science and Engineering, vol. 22, pp. 21635-21650, 2025.

[9]M. Chen, L. Huang and M. Li, "An Immune Algorithm with Dual-level Ranking Mutation for Large-scale Multi-objective Multi-robot Maritime Patrolling," 2024 International Conference on Networking, Sensing and Control (ICNSC), Hangzhou, China, 2024, pp. 1-6.