Submitted Papers

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1. Qiang Yang*, Zhuo-Yin Qiao (Graduate Student), Wei-Neng Chen, Xu-Dong Gao, Jian-Yu Li, Ya-Hui Jia, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, " A Multiple Hierarchical Surrogates Framework for Large-Scale Expensive Optimization Problems  ", IEEE Transactions on Evolutionary Computation, 2023.

2. Qiang Yang*, Xin-Ai Dou (Graduate Student), Wei-Neng Chen, Xu-Dong Gao, Jian-Yu Li, Ya-Hui Jia, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "A Memetic Algorithm with Crossover for Multiple Travelling  Salesmen Problem with Multiple Depots", submitted to IEEE Transactions on Evolutionary Computation, 2023.

3. Qiang Yang*, Zi-Yang Bo (Graduate Student), Wei-Neng Chen, Xu-Dong Gao, Jian-Yu Li, Ya-Hui Jia, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling  Salesmen Problem with Single Depot", IEEE Transactions on Evolutionary Computation, 2023.

4. Ruo-Yu Zhu (Ph.D Student), Qiang Yang*,  Jian-Yu Li, Xiao-Fang Liu, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling  Salesmen Problem with Single Depot", IEEE Transactions on Evolutionary Computation, 2023.

5. Bin Sun (Ph.D Student), Qiang Yang*,  Jian-Yu Li, Xiao-Fang Liu, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling  Salesmen Problem with Single Depot", IEEE Transactions on Evolutionary Computation, 2023.

6. Ruo-Yu Zhu (Ph.D Student), Qiang Yang*,  Jian-Yu Li, Xiao-Fang Liu, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling  Salesmen Problem with Single Depot", IEEE Transactions on Evolutionary Computation, 2023.

7. De-Ming Wu (Graduate Student), Qiang Yang*,  Jian-Yu Li, Xiao-Fang Liu, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling  Salesmen Problem with Single Depot", IEEE Transactions on Evolutionary Computation, 2023.

8. Nuo Xu (Graduate Student), Qiang Yang*,  Jian-Yu Li, Xiao-Fang Liu, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling  Salesmen Problem with Single Depot", IEEE Transactions on Evolutionary Computation, 2023.

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10. Qiang Yang*, Zi-Yang Bo (Graduate Student), Wei-Neng Chen, Xu-Dong Gao, Jian-Yu Li, Ya-Hui Jia, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Ant Colony Optimization with Multiple Pheromone Matrices for Multiple Travelling  Salesmen Problem with Single Depot", IEEE Transactions on Evolutionary Computation, 2023.

11. 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.

12. Qiang Yang, Hu-Long Wang (Graduate Student), Xu-Dong Gao, Pei-Lan Xu, Xin Lin, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "DE", Swarm and Evolutionary Computations, 2023.

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14. Zi-Yang Bo (Graduate Student), Qiang Yang*, Xu-Dong Gao, Peilan Xu, and Zhen-Yu Lu, "A Cross-Generation Environmental Selection for Genetic Algorithm to Solve Travelling Salesman Problem", in IEEE Congress on Evolutionary Computation (CEC),  2024.

15. Hu-Long Wang (Graduate Student), Qiang Yang*, Xu-Dong Gao, Wei-Neng Chen, Zhen-Yu Lu, and Jun Zhang, "PSO", in IEEE Congress on Evolutionary Computation (CEC),  2024.

16. Peng-Fei Du (Graduate Student), Qiang Yang*, Xu-Dong Gao, Wei-Neng Chen, Zhen-Yu Lu, and Jun Zhang, "DE", in IEEE Congress on Evolutionary Computation (CEC),  2024.

17. Biao Wang (Graduate Student), Qiang Yang*,  Dong Liu, and Jun Zhang, "PSO", in IEEE Congress on Evolutionary Computation (CEC),  2024.

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

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

22. 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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24. 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.

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26. 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.

27. 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.

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

30. 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.

31. 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.

32. 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.

33. Jian-Wen Cao (Undergraduate Student)#, Qiang Yang*, Jian-Yu Li, Xiao-Fang Liu, 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.

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36. Hu-Long Wang(Graduate Student), Dan-Ting Duan, Qiang Yang*, Xu-Dong Gao, Pei-Lan Xu, Xin Lin, Zhen-Yu Lu and Jun Zhang, "Individual-Level Dominant Exemplar Selection for Particle Swarm Optimization", in IEEE International Conference on Systems, Man, and Cybernetics (SMC) , submitted, 2024.

37. Zi-Yang Bo(Graduate Student), Dan-Ting Duan, Qiang Yang*,  Xu-Dong Gao, Pei-Lan Xu, Xin Lin, Zhen-Yu Lu and Jun Zhang, "A Benchmark Test Suite for Multiple Traveling Salesmen Problem with Pivot Cities  ", in IEEE International Conference on Systems, Man, and Cybernetics (SMC),  submitted, 2024.

38. Biao Wang(Graduate Student), Dan-Ting Duan, Qiang Yang*,  Xiao-Yan Zhao, Tao Li, Dong Liu, and Jun Zhang, "Adaptive Ant Selection for Pheromone Update in Ant Colony Optimization", in IEEE International Conference on Systems, Man, and Cybernetics (SMC),  submitted, 2024.

39. Ying Han Qiu (Undergraduate Student), Qiang Yang*, Ya-Hui Jia, Zi Jia Wang, Xu-Dong Gao, Zhen-Yu Lu, and Jun Zhang, "Non-Linearly Weighted Pheromone Updating for Ant Colony Optimization", in IEEE International Conference on Systems, Man, and Cybernetics (SMC),  submitted, 2024.

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41. Xin Zheng, Jian-Yu Li, Dan-Ting Duan, Qiang Yang, Zhi-Hui Zhan, and Jun Zhang, "Competition-Based Stochastic Learning Particle Swarm Optimization Algorithm for Large-Scale Optimization Problem", in International Conference on Machine Intelligence Theory and Applications (IEEE MiTA) , accepted, 2024.

42. Ling-Ling Wei, Bing Sun, Jian-Yu Li, Qiang Yang, Jing Xu, Zong-Gan Chen, and Fei-Yi Tang, "Can Individuals be Repeatedly Selected for Mutation in Matrix-Based DE? A Comparative Study", in International Conference on Machine Intelligence Theory and Applications (IEEE MiTA) , accepted, 2024.

43. Nuo Xu(Graduate Student), Dan-Ting Duan, Qiang Yang*, Xiao-Min Hu, Chang-Jun Zhou, Jian-Min Zhao, Sang-Woon Jeon, and Jun Zhang, "Adapted Genetic Algorithm for Orienteering Problems", in International Conference on Machine Intelligence Theory and Applications (IEEE MiTA) , accepted, 2024.

44. De-Ming Wu(Graduate Student), Dan-Ting Duan, Qiang Yang*, Xiao-Fang Liu, Qin Zhang, Chang-Jun Zhou, Jian-Min Zhao, and Jun Zhang, "Adapted Ant Colony Optimization for Team Orienteering Problems", in International Conference on Machine Intelligence Theory and Applications (IEEE MiTA) , accepted, 2024.

45. Hu-Long Wang(Graduate Student), Qiang Yang*, Xu-Dong Gao, and Zhen-Yu Lu, "Population-Level Hybridization between Roulette Wheel Selection and Tournament Selection for Particle Swarm Optimization", in International Conference on Machine Intelligence Theory and Applications (IEEE MiTA) , accepted, 2024.

46. Xin-Ai Dou(Graduate Student), Dan-Ting Duan, Qiang Yang*, Xu-Dong Gao, Zhen-Yu Lu, and Jun Zhang, "Benchmark for Multiple Traveling Salesman Problem with Visiting Constraints", in International Conference on Machine Intelligence Theory and Applications (IEEE MiTA) , accepted, 2024.

47. Qiang Yang*, Jia-Wei Ji (Graduate Student), Xin Lin, Xiao-Min Hu,  Xu-Dong Gao, Pei-Lan Xu, Hong Zhao, Zhen-Yu Lu, Sang-Woon Jeon, and Jun Zhang, "Bi-Directional Ensemble Differential Evolution for Global Optimization", Expert System with Applications, accepted, 2024.

48. 2023   杨强、窦馨艾、高旭东，“一种基于粗细粒度变异的不确定多仓库多物流车调度方法” （已受理，受理号：202410467731.0）

49. 2023   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” （已受理，受理号：202410295179.1）