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Paper Publications
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- Haitong Zhao(研究生), Changsheng Zhang，An online-learning-based evolutionary many-objective algorithm. Information Sciences. 509: 1-21 ,2020.(通信作者，影响因子8.10，202306-至今，高被引论文).
- Liu, Y.(研究生), Zhang, C. & Dong, X. A survey of real-time surface defect inspection methods based on deep learning. Artif Intell Rev 56, 12131–12170 (2023). https://doi.org/10.1007/s10462-023-10475-7. (通信作者，影响因子：12.0).
- Yang An(研究生), Changsheng Zhang, Xuanyu Zheng, Knowledge reconstruction assisted evolutionary algorithm for neural network architecture search, Knowledge-Based Systems, Volume 264, 2023, 110341, https://doi.org/10.1016/j.knosys.2023.110341. (通信作者，影响因子：8.8).
- Yang, Y(研究生)., Changsheng Zhang, A Multi-Objective Carnivorous Plant Algorithm for Solving Constrained Multi-Objective Optimization Problems, Biomimetics, (2023), 8(2), 136; https://doi.org/10.3390/biomimetics8020136(通信作者，影响因子：4.5).
- Yuyang Bai(研究生), Changsheng Zhang, Weitong Bai, A two-level parallel decomposition-based artificial bee colony method for dynamic multi-objective optimization problems, Applied Soft Computing, Volume 147, (2023), 110741, https://doi.org/10.1016/j.asoc.2023.110741. (通信作者，影响因子：8.7).
- Xuanyu Zheng(研究生), Changsheng Zhang, Bin Zhang, A Mayfly algorithm for cardinality constrained portfolio optimization, Expert Systems with Applications, Volume 230, (2023),120656, https://doi.org/10.1016/j.eswa.2023.120656. (通信作者，影响因子：8.5).
- Yang, Y. (研究生), Zhang, C. & Zhang, B. A non-revisiting framework for evolutionary multi-task optimization. Applied Intelligence, 53, 25931–25953 (2023). https://doi.org/10.1007/s10489-023-04918-5. (通信作者，影响因子：5.3).
Patents
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Published Books
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- Chen Zhang(研究生), Changsheng Zhang, Informer Based Method for Stock Intraday Price Prediction, International Journal of Computational Intelligence and Applications. 2024.（SCI,已录用）
- Yufei Yang(研究生), Changsheng Zhang(通信作者), Yi Liu, Jiaxu Ning, Ying Guo, Deep reinforcement learning assisted novelty search in Voronoi regions for constrained multi-objective optimization, Swarm and Evolutionary Computation, Volume 91,2024,101732, https://doi.org/10.1016/j.swevo.2024.101732.(中科院一区，影响因子8.2)
- Haitong Zhao(研究生), Changsheng Zhang(通信作者), Bing Xue, Mengjie Zhang, Bin Zhang. A Two-Stage Differential Evolutionary Algorithm for Deep Ensemble Model Generation, IEEE Transactions on Evolutionary Computation, vol. 28, no. 3, pp. 810-824, June 2024, doi: 10.1109/TEVC.2022.3231387.(中科院一区，影响因子14.3).
- Chen Zhang(研究生), Liming Liu, Yufei Yang, Yu Sun, Jiaxu Ning, Yu Zhang, Changsheng Zhang(通信作者), Ying Guo. An opposition-based learning-based search mechanism for flying foxes optimization algorithm. Computers, Materials & Continua, 79(3), 5201-5223,2024. https://doi.org/10.32604/cmc.2024.050863.(SCI)
- Zheng, Xuanyu(研究生), Changsheng Zhang, Yang An, and Bin Zhang, A Metaheuristic Framework with Experience Reuse for Dynamic Multi-Objective Big Data Optimization. Applied Sciences. 2024; 14(11):4878. https://doi.org/10.3390/app14114878.(SCI)
- Yufei Yang(研究生), Changsheng Zhang(通信作者), Bin Zhang, Jiaxu Ning, A reinforcement learning assisted evolutionary algorithm for constrained multi-task optimization, Information Sciences, 2024, 120863, https://doi.org/10.1016/j.ins.2024.120863.(中科院一区，影响因子8.1)
- Xingjun Dong（研究生）, Changsheng Zhang（通信作者）, Junhao Wang, Yao Chen, Dawei Wang, Real-time detection of surface cracking defects for large-sized stamped parts,Computers in Industry, Volumes 159–160, 2024,104105, https://doi.org/10.1016/j.compind.2024.104105.（中科院一区，影响因子10.0）
Research Projects
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- 面向事件影响分析窗口推荐及因果分析方法，沈阳市麟龙数字信息产业发展有限公司，20万，2024.09-2024.12
- 特定股票形态智能识别及分析技术研发，沈阳市麟龙数字信息产业发展有限公司，43.5万元，2024.02-2025.02
- 基于动态演化规则的风险管控模型和算法研发，辽宁省揭榜挂帅科技攻关项目，145万元，2021.01-2023.12
- 基于大数据和智能算法的基本面量化分析与决策支持平台研发与应用，辽宁省中央支持地方专项，50万元，2022.06-2023.12
- 基于智能数据分析的投资辅助决策服务平台研发，沈阳市麟龙数字信息产业发展有限公司，119.1万元，2023.04-2023.12
- 区块链在支持“陆海空天”水上交通运输安全保障体系中的创新应用研究, 交通运输部海事局，24万元，2023.09-2024.06