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2020 – today
- 2024
[j21]Shuai Wang
, Hui Wang, Zichen Wei, Feng Wang, Qingling Zhu, Jia Zhao, Zhihua Cui:
A Pareto dominance relation based on reference vectors for evolutionary many-objective optimization. Appl. Soft Comput. 157: 111505 (2024)- [j20]Qingling Zhu, Gaoli Kang, Xunfeng Wu, Qiuzhen Lin, Huimei Tang, Jianyong Chen:
A Kriging-assisted evolutionary algorithm with multiple infill sampling for expensive many-objective optimization. Eng. Appl. Artif. Intell. 135: 108505 (2024) - [j19]Yaojian Xu, Shaifeng Zheng, Qingling Zhu, Ka-Chun Wong, Xu Wang, Qiuzhen Lin:
A complementary fused method using GRU and XGBoost models for long-term solar energy hourly forecasting. Expert Syst. Appl. 254: 124286 (2024) - [j18]Xiaoqiang Wu, Qingling Zhu, Wei-Neng Chen, Qiuzhen Lin, Jianqiang Li, Carlos A. Coello Coello:
Evolutionary reinforcement learning with action sequence search for imperfect information games. Inf. Sci. 676: 120804 (2024) - [j17]Yeming Yang, Xinzhi Zhang, Qingling Zhu, Weineng Chen, Ka-Chun Wong, Qiuzhen Lin:
CAGAN: Constrained neural architecture search for GANs. Knowl. Based Syst. 302: 112277 (2024) - [j16]Xinzhi Zhang, Yeming Yang, Qingling Zhu, Qiuzhen Lin, Weineng Chen, Jianqiang Li, Carlos A. Coello Coello:
Multi-agent deep Q-network-based metaheuristic algorithm for Nurse Rostering Problem. Swarm Evol. Comput. 87: 101547 (2024) - [j15]Jianqiang Li, Junchuang Cai, Tao Sun, Qingling Zhu, Qiuzhen Lin:
Multitask-Based Evolutionary Optimization for Vehicle Routing Problems in Autonomous Transportation. IEEE Trans Autom. Sci. Eng. 21(3): 2400-2411 (2024) - [j14]Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Zhong Ming, Kay Chen Tan:
Decomposition-Based Multiobjective Evolutionary Optimization With Tabu Search for Dynamic Pickup and Delivery Problems. IEEE Trans. Intell. Transp. Syst. 25(10): 14830-14843 (2024) - [c12]Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Wei-Neng Chen:
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation. AAAI 2024: 20892-20900 - [c11]Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Weineng Chen, Jianqiang Li:
Adaptive Evolutionary Reinforcement Learning Algorithm with Early Termination Strategy. AAMAS 2024: 1947-1955 - [c10]Chengwei He, Huaping Hong, Lijia Ma, Qingling Zhu, Yuan Bai:
Intelligent Blocking and Prevention of SARS-CoV-2 Based on Evolutionary Reinforcement Learning. CEC 2024: 1-8 - [c9]Qianhui Wang, Qingling Zhu, Junkai Ji:
Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization. CEC 2024: 1-8 - [c8]Yeming Yang, Qingling Zhu:
Constrained Sampling-Based Evolutionary Neural Architecture Search for GANs. ICIC (2) 2024: 257-268 - [c7]Yingnan Yang, Qingling Zhu, Jianyong Chen:
VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting. IJCAI 2024: 5335-5343 - [c6]Jikun Nie, Yeming Yang, Qingling Zhu, Qiuzhen Lin:
NAS-SW: Efficient Neural Architecture Search with Stage-Wise Search Strategy. IJCNN 2024: 1-9 - [c5]Xinzhi Zhang, Yeming Yang, Junchuang Cai, Qingling Zhu, Weineng Chen, Qiuzhen Lin:
Deep Reinforcement Learning-Based Multi-Agent Algorithm for Vehicle Routing Problem in Complex Logistics Scenarios. IJCNN 2024: 1-8 - [i1]Yingnan Yang, Qingling Zhu, Jianyong Chen:
VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting. CoRR abs/2405.11470 (2024) - 2023
- [j13]Xunfeng Wu, Qiuzhen Lin, Wu Lin, Yulong Ye, Qingling Zhu, Victor C. M. Leung:
A Kriging model-based evolutionary algorithm with support vector machine for dynamic multimodal optimization. Eng. Appl. Artif. Intell. 122: 106039 (2023) - [j12]Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming:
A survey of dynamic pickup and delivery problems. Neurocomputing 554: 126631 (2023) - [j11]Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming, Jianyong Chen:
A survey on Evolutionary Reinforcement Learning algorithms. Neurocomputing 556: 126628 (2023) - 2022
- [j10]Junchuang Cai, Qingling Zhu, Qiuzhen Lin:
Variable neighborhood search for a new practical dynamic pickup and delivery problem. Swarm Evol. Comput. 75: 101182 (2022) - [c4]Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Jianqiang Li, Jianyong Chen, Zhong Ming:
An Efficient Multi-objective Evolutionary Algorithm for a Practical Dynamic Pickup and Delivery Problem. ICIC (1) 2022: 27-40 - [c3]Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Jianqiang Li, Jianyong Chen, Zhong Ming:
An Efficient Evaluation Mechanism for Evolutionary Reinforcement Learning. ICIC (1) 2022: 41-50 - 2021
- [j9]Qingling Zhu, Qiuzhen Lin, Jianqiang Li, Carlos A. Coello Coello, Zhong Ming, Jianyong Chen, Jun Zhang:
An Elite Gene Guided Reproduction Operator for Many-Objective Optimization. IEEE Trans. Cybern. 51(2): 765-778 (2021) - 2020
- [j8]Qingling Zhu, Qingfu Zhang, Qiuzhen Lin:
A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy. IEEE Trans. Evol. Comput. 24(5): 938-947 (2020)
2010 – 2019
- 2019
- [j7]Qiuzhen Lin, Qingling Zhu, Na Wang, Peizhi Huang, Wenjun Wang, Jianyong Chen, Zhong Ming:
A multi-objective immune algorithm with dynamic population strategy. Swarm Evol. Comput. 50 (2019) - [c2]Qingling Zhu, Qingfu Zhang, Qiuzhen Lin, Jianyong Sun:
MOEA/D with Two Types of Weight Vectors for Handling Constraints. CEC 2019: 1359-1365 - 2018
- [j6]Qiuzhen Lin, Yueping Ma, Jianyong Chen, Qingling Zhu, Carlos A. Coello Coello, Ka-Chun Wong, Fei Chen:
An adaptive immune-inspired multi-objective algorithm with multiple differential evolution strategies. Inf. Sci. 430: 46-64 (2018) - [j5]Qingling Zhu, Qiuzhen Lin, Jianyong Chen:
A gene-level hybrid search framework for multiobjective evolutionary optimization. Neural Comput. Appl. 30(3): 759-773 (2018) - [j4]Qiuzhen Lin, Songbai Liu, Qingling Zhu, Chaoyu Tang, Ruizhen Song, Jianyong Chen, Carlos A. Coello Coello, Ka-Chun Wong, Jun Zhang:
Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems. IEEE Trans. Evol. Comput. 22(1): 32-46 (2018) - 2017
- [j3]Qingling Zhu, Qiuzhen Lin, Wei-Neng Chen, Ka-Chun Wong, Carlos A. Coello Coello, Jianqiang Li, Jianyong Chen, Jun Zhang:
An External Archive-Guided Multiobjective Particle Swarm Optimization Algorithm. IEEE Trans. Cybern. 47(9): 2794-2808 (2017) - [c1]Qingling Zhu, Qiuzhen Lin, Jianyong Chen:
An Elite Archive-Based MOEA/D Algorithm. SEAL 2017: 236-247 - 2016
- [j2]Qingling Zhu, Qiuzhen Lin, Zhihua Du, Zhengping Liang, Wenjun Wang, Zexuan Zhu, Jianyong Chen, Peizhi Huang, Zhong Ming:
A novel adaptive hybrid crossover operator for multiobjective evolutionary algorithm. Inf. Sci. 345: 177-198 (2016) - 2015
- [j1]Qiuzhen Lin, Qingling Zhu, Peizhi Huang, Jianyong Chen, Zhong Ming, Jianping Yu:
A novel hybrid multi-objective immune algorithm with adaptive differential evolution. Comput. Oper. Res. 62: 95-111 (2015)
Coauthor Index
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