Submitted Papers

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1. Qiang Yang, Jian-Geng Chen (Undergraduate Student), Xu-Dong Gao, Pei-Lan Xu, Xin Lin, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "DE", Swarm and Evolutionary Computations, 2023.​

2. Yi-Fan Wu, Qiang Yang*, Quan-Bo Ge, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, " ", submitted to Machine Intelligence Research, 2022.​

3. Hao He (Graduate Student), Qiang Yang*, Yuan-Yuan Ma, Tao Li, Dong Liu, Sang-Woon Jeon, and Jun Zhang, " ", submitted to Information Sciences, 2023. ​

4. Zhen-Yu Lu, Hai-Bo Tang (Graduate Student), Qiang Yang*, "3D Attention Based Convolutional Long Short-Term Memory for
   Spatiotemporal Sequence Prediction", submitted to Pattern Recognition, 2023.​

5. De-Gang Chen (Graduate Student), Qiang Yang*, Yuan-Yuan Ma, Tao Li, Jun-Na Zhang, Dong Liu, Sang-Woon Jeon, and Jun Zhang, " ", submitted to IEEE Transactions on Evolutionary Computation, 2023.

6. Qiang Yang*, Hao Cao (Graduate Student), Pei-Lan Xu, Xu-Dong Gao, Xin Lin, Hong Zhao, Yuan-Yuan Ma, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Adaptive Random Local Best Information Sharing Particle Swarm Optimization",  Knowledge Based Systems, 2023.​

7. Qiang Yang*, Tan-Lin Xiao (Graduate Student), Xin Lin, Xu-Dong Gao, Pei-Lan Xu, Zi-Jia Wang, Zhen-Yu Lu, and Jun Zhang, " ",  Information Sciences, 2023.

8. Qiang Yang, Zhuo-Yin Qiao (Graduate Student), Pei-Lan Xu, Xu-Dong Gao, Xin Lin, Hong Zhao, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "",  Swarm and Evolutionary Computation, 2023.

9. Qiang Yang*, Zhen-Wei Zhang (Undergraduate Student), Xu-Dong Gao, Pei-Lan Xu, Xin Lin, Yuan-Yuan Ma, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Adaptive Cognitive Dominance Learning Particle Swarm Optimization", Swarm and Evolutionary Computations, 2023.

10. Qiang Yang, Tan-Lin Xiao (Graduate Student), Xin Lin, Xu-Dong Gao, Pei-Lan Xu, Zi-Jia Wang, Tao Li, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Group-based Heterogeneous Differential Evolution for Global Numerical Optimization", Swarm and Evolutionary Computations, 2023.

11. Qiang Yang*, Wei-Qiang Li (Graduate Student), Yu Xue, Zi-Yang Guo, Zhen-Yu Lu, and Jun Zhang, "Variable Unit Evolution Based Convolutional Neural Network for Hyperspectral Image Classification", IEEE Transactions on Geoscience and Remote Sensing, 2023.​

12. Qiang Yang*, Cong Bao (Graduate Student), Wei-Neng Chen, Xu-Dong Gao, Ya-Hui Jia, Jian-Yu Li, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "A Contrastive Memetic Algorithm for Visiting Constrained Multiple Traveling Salesmen Problem", submitted to IEEE Transactions on Intelligent Transportation System, 2023.

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14. Qiang Yang*, Hu-Long Wang (Graduate Student), Wei-Neng Chen, Ya-Hui Jia, Jian-Yu Li, Zhen-Yu Lu, and Jun Zhang, "", IEEE Internet of Things, submitted, 2024.

15. Zhong-Heng Jiang (Undergraduate Student), Qiang Yang*, Wei-Neng Chen, Ya-Hui Jia, Jian-Yu Li, Zhen-Yu Lu, and Jun Zhang, "", IEEE Transactions on Evolutionary Computation, submitted, 2024.

16. ​Zhong-Heng Jiang (Undergraduate Student), Qiang Yang*, Wei-Neng Chen, Ya-Hui Jia, Jian-Yu Li, Zhen-Yu Lu, and Jun Zhang, "", IEEE Transactions on Evolutionary Computation, submitted, 2024.

17. Qiang Yang*, Hu-Long Wang (Graduate Student), Wei-Neng Chen, Ya-Hui Jia, Jian-Yu Li, Zhen-Yu Lu, and Jun Zhang, "", IEEE Transactions on Evolutionary Computation, submitted, 2024.

18. Qiang Yang*, Hu-Long Wang (Graduate Student), Wei-Neng Chen, Ya-Hui Jia, Jian-Yu Li, Zhen-Yu Lu, and Jun Zhang, "", IEEE Transactions on Evolutionary Computation, submitted, 2024.

19. Qiang Yang*, Xin-Ai Dou (Graduate Student), Wei-Neng Chen, Jian-Yu Li, Ya-Hui Jia, Zhen-Yu Lu, and Jun Zhang, "", IEEE Transactions on Evolutionary Computation, submitted, 2024.​

20. Nuo Xu (Graduate Student),  Qiang Yang*, Dan-Ting Duan, Jian-Yu Li,  Xu-Ming Han, and Jun Zhang, "", IEEE Transactions on Intelligent Transportation Systems, 2024.​

21. De-Ming Wu (Graduate Student), Qiang Yang*, Dan-Ting Duan, Wei-Neng Chen, Chang-Jun Zhou, Jian-Yu Li, Ya-Hui Jia, and Jun Zhang, "", IEEE Transactions on Intelligent Transportation Systems, 2024.

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23. Han-Yang Pan (Graduate Student), Ming Li, Qiang Yang*,  Wei-Neng Chen, Dan-Ting Duan, Dong Liu, Tao Li, Yuan-Yuan Ma, and Jun Zhang, "A Multimodal Ant Colony Optimization Framework for Multi-Solution Travelling Salesman Problem", IEEE Transactions on Evolutionary Computation, 2024.

24. Jun Zheng, Qiang Yang*, Dan-Ting Duan, Hong Zhao, Cheng-Zhi-Qu, Xu-Dong Gao, Zhen-Yu Lu, and Jun Zhang, "A Relative Hierarchical Learning Swarm Optimizer for High-Dimensional Optimization", Information Sciences, 2024.

25. Dong Liu, Ming-Yuan Lu (Graduate Student),  Qiang Yang*, Wei-Neng Chen, Dan-Ting Duan, Tao Li, Yuan-Yuan Ma, and Jun Zhang, "Evolutionary Contribution and Problem Heuristic Information Ensemble Based Resource Allocation for Cooperative Coevolution", IEEE Transactions on Evolutionary Computation, 2024.

26. Qiang Yang*, Zi-Yang Bo (Graduate Student), Wei-Neng Chen, Ya-Hui Jia, Dan-Ting Duan, Zhen-Yu Lu, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling Salesmen Problem with Single Depot", IEEE Transactions on Cybernetics, submitted, 2024.

27. Li-Ting Xu, Qiang Yang*, Jian-Yu Li, Pei-Lan Xu, Xin Lin, Xu-Dong Gao, Zhen-Yu Lu, and Jun Zhang, "A Probabilistic Tournament Learning Swarm Optimizer for Large-Scale Optimization", Information Sciences, 2024

28. Dong Liu, Tian-Dong Song, Qiang Yang*, Wei-Neng Chen, Jian-Yu Li, Ya-Hui Jia, Tao Li, and Jun Zhang, "A Random Tuple Competitive Learning Swarm Optimizer for Large Scale Optimization", IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024

29. Guang-Chuan Ma (Undergraduate Student)#, Qiang Yang*, Jian-Yu Li, Hong Zhao, Xu-Dong Gao, Zhen-Yu Lu, and Jun Zhang, "Tuple Leading Differential Evolution for Black-Box Optimization", Expert System with Applications, submitted, 2024.​

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31. Zhong-Heng Jiang (Undergraduate Student), Qiang Yang*, Dan-Ting Duan, Pei-Lan Xu, Cheng-Zhi Qu, Zhen-Yu Lu, and Jun Zhang, "Clustering Assisted Ant Colony Optimization for Large-Scale Travelling Salesman Problem", in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO),  accepted, 2025.

32. Hai-Long Bai (Graduate Student), Qiang Yang*, Pei-Yan Yuan, Dan-Ting Duan, Tao Li, Dong Liu, and Jun Zhang, "Destination-Oriented Route Construction for Ant Colony Optimization to Solve MinMax Multiple Travelling Salesmen Problems", in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO),  accepted, 2025.

33. Li-Ting Xu (Undergraduate Student), Qiang Yang*, Dan-Ting Duan, Xin Lin, Cheng-Zhi Qu, Zhen-Yu Lu, and Jun Zhang, "Ant Colony Optimization for Tourist Route Planning", in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO),  accepted, 2025.

34. Jun Zheng (Undergraduate Student), Qiang Yang*, Dan-Ting Duan, Pei-Lan Xu, Cheng-Zhi Qu, Zhen-Yu Lu, and Jun Zhang, "Ant Colony Optimization for Route Planning of Multiple Tourists", in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO),  accepted, 2025.

35. Ying Chen (Graduate Student), Qiang Yang*, Dan-Ting Duan, Pei-Lan Xu, Cheng-Zhi Qu, Zhen-Yu Lu, and Jun Zhang, "Multimodal Ant Colony Optimization for Finding Multiple Different Routes for Autonomous Underwater Vehicle", in Proceedings of the Genetic and Evolutionary Computation Conference (GECCO),  accepted, 2025.

36. Dan-Ting Duan, Jian-Yu Li, Bing Sun, Xiao-Fang Liu, Qiang Yang, Qi-Jia Jiang, Zhi-Hui Zhan, Sam Kwong, and Jun Zhang, “Large-Scale Heliostat Field Optimization for Solar Power Tower System Using Matrix-Based Differential Evolution”, IEEE Transactions on Artificial Intelligence, accepted, 2025.

37. Shi-Hao Dai, Ya-Hui Jia, Wei-Neng Chen, Yi Mei, and Qiang Yang, "Multi-stage Particle Swarm Optimization for Heterogeneous Multi-point Dynamic Aggregation", IEEE Transactions on Systems, Man, and Cybernetics: Systems, accepted, 2025

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39. 2024   杨强、薄子杨、王帅，“ 一种基于预选策略蚁群优化的带枢纽客户多物流车派遣方法” （专利号：）。

40. 2024   杨强、窦馨艾、王帅，“基于可访问性匹配交叉遗传算法的多物流车派遣方法” （已受理，申请号：202411868456.X）。

41. 2024   杨强、王祜龙、肖谭林，“一种基于位移编码粒子群优化的无人机路径规划方法” （已受理，申请号：202510033597.8）。

42. 2024   徐丽婷、杨强、王帅，“ 一种基于最大最小蚂蚁系统的单旅客旅游路线规划方法” （已受理，申请号：202411888195.8）。

43. 2024   郑均，杨强、王帅、薛羽，“ 一种基于蚁群优化系统的多旅客旅行路径规划方法” （已受理，申请号：202510144490.0）。

44. 2024   杨强、薄子杨、高旭东，“ 一种基于邻边扩散蚁群算法的访问约束多物流车调度方法” （已公布，进入实质审查阶段，申请号：202410295179.1）。