主要学习与工作经历:
2013.09—2017.06 合肥师范学院,软件工程,学士
2017.09—2020.06 安徽大学,计算机科学与技术,硕士
2020.09—2024.06 中国矿业大学,控制科学与工程,博士
2024.06—至今 安徽工程大学,计算机与信息学院,软件工程系,讲师
研究方向:
约束多目标优化,数据驱动优化,综合能源系统运行优化,复杂系统调度优化
参与的科研项目:
[1] 学习与知识驱动的矿山综合能源生态系统运行智能优化理论与应用. (国家自然科学基金重点项目(62133015))
[2] 矿山综合能源生态系统运行智能优化方法. (国家重点研发项目(2022YFE0199000))
[3] 面向客户需求的智能服务单元动态集成优化理论与方法研究. (国家自然科学基金面上项目(71971002))
代表性科研成果:
[1] Wang Yan, Zuo Mingcheng, Gong Dunwei*. Migration-Based Algorithm Library Enrichment for Constrained Multi-objective Optimization and Applications in Algorithm Selection[J]. Information Sciences, 2023, 649: 119593. (SCI: 一区, TOP刊)
[2] Wang Yan, Hu Hejuan, Sun Xiaoyan, Zhang Yong, Gong Dunwei*. Unified Operation Optimization Model of Integrated Coal Mine Energy Systems and Its Solutions Based on Autonomous Intelligence[J]. Applied Energy, 2022, 328: 120106. (SCI: 一区, TOP刊)
[3] Wang Yan, Sun Xiaoyan, Zhang Yong, Gong Dunwei*, Hu Hejuan, Zuo Mingcheng. Linear Regression-based Autonomous Intelligent Optimization for Constrained Multi-objective Problems[J]. IEEE Transactions on Artificial Intelligence, 2024. (SCI源刊)
[4] Wang Yan, Jia Zhaohong*, Zhang Xingyi. A Hybrid Meta-heuristic for the Flexible Flow Shop Scheduling with Blocking[J]. Swarm and Evolutionary Computation, 2022, 75: 101195. (SCI: 一区)
[5] Wang Yan, Jia Zhaohong*, Li Kai. A Multi-objective Co-evolutionary Algorithm of Scheduling on Parallel Non-identical Batch Machines[J]. Expert Systems with Applications, 2021, 167: 114145. (SCI: 一区, TOP刊)
[6] Wang Yan, Gong Dunwei*, Sun Xiaoyan. Multi-granularity Autonomous Intelligent Method for Operation Optimization of Integrated Coal Mine Energy Systems[C]//2023 International Joint Conference on Neural Networks (IJCNN). IEEE, 2023: 1-10. (EI收录)
[7] Jia Zhaohong*, Wang Yan, Wu Chao, Yang Yun, Zhang Xingyi, Chen Huaping. Multi-objective Energy-aware Batch Scheduling Using Ant Colony Optimization Algorithm[J]. Computers & Industrial Engineering, 2019, 131: 41-56. (SCI: 一区, TOP刊)
[8] 贾兆红*, 王燕, 张以文. 求解差异机器平行批调度的双目标协同蚁群算法[J]. 自动化学报, 2020,46(6): 1121-1135. (EI收录)
[9] Zuo Mingcheng, Gong Dunwei*, Wang Yan, Ye Xianming, Zeng Bo, Meng Fanlin. Process Knowledge-guided Autonomous Evolutionary Optimization for Constrained Multiobjective Problems[J]. IEEE Transactions on Evolutionary Computation, 2023. (SCI: 一区, TOP刊)