主要學習與工作經歷:
2013.09—2017.06 合肥師范學院,軟件工程,學士
2017.09—2020.06 安徽大學,計算機科學與技術,碩士
2020.09—2024.06 中國礦業(yè)大學,控制科學與工程,博士
2024.06—至今 安徽工程大學,計算機與信息學院,軟件工程系,講師
研究方向:
約束多目標優(yōu)化,數據驅動優(yōu)化,綜合能源系統運行優(yōu)化,復雜系統調度優(yōu)化
參與的科研項目:
[1] 學習與知識驅動的礦山綜合能源生態(tài)系統運行智能優(yōu)化理論與應用. (國家自然科學基金重點項目(62133015))
[2] 礦山綜合能源生態(tài)系統運行智能優(yōu)化方法. (國家重點研發(fā)項目(2022YFE0199000))
[3] 面向客戶需求的智能服務單元動態(tài)集成優(yōu)化理論與方法研究. (國家自然科學基金面上項目(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: 一區(qū), 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: 一區(qū), 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: 一區(qū))
[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: 一區(qū), 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收錄)
[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: 一區(qū), TOP刊)
[8] 賈兆紅*, 王燕, 張以文. 求解差異機器平行批調度的雙目標協同蟻群算法[J]. 自動化學報, 2020,46(6): 1121-1135. (EI收錄)
[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: 一區(qū), TOP刊)