Qingling Zhu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 28

Top Topics

Reinforcement Learning

Evolutionary Algorithm

Imperfect Information Games

Particle Swarm Optimization

Top Venues

Swarm Evol. Comput.

IEEE Trans. Cybern.

Publications

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)
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 (2024)
Qianhui Wang, Qingling Zhu, Junkai Ji
Multi-Stage Transfer Learning Evolutionary Algorithm for Dynamic Multiobjective Optimization. CEC (2024)
Yingnan Yang, Qingling Zhu, Jianyong Chen
VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting. CoRR (2024)
Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Weineng Chen, Jianqiang Li
Adaptive Evolutionary Reinforcement Learning Algorithm with Early Termination Strategy. AAMAS (2024)
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) (2024)
Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Wei-Neng Chen
Two-Stage Evolutionary Reinforcement Learning for Enhancing Exploration and Exploitation. AAAI (2024)
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 (2024)
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 (2024)
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 (2024)
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 (2024)
Yeming Yang, Qingling Zhu
Constrained Sampling-Based Evolutionary Neural Architecture Search for GANs. ICIC (2) (2024)
Junchuang Cai, Qingling Zhu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming
A survey of dynamic pickup and delivery problems. Neurocomputing 554 (2023)
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 (2023)
Qingling Zhu, Xiaoqiang Wu, Qiuzhen Lin, Lijia Ma, Jianqiang Li, Zhong Ming, Jianyong Chen
A survey on Evolutionary Reinforcement Learning algorithms. Neurocomputing 556 (2023)
Xiaoqiang Wu, Qingling Zhu, Qiuzhen Lin, Jianqiang Li, Jianyong Chen, Zhong Ming
An Efficient Evaluation Mechanism for Evolutionary Reinforcement Learning. ICIC (1) (2022)
Junchuang Cai, Qingling Zhu, Qiuzhen Lin
Variable neighborhood search for a new practical dynamic pickup and delivery problem. Swarm Evol. Comput. 75 (2022)
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)
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) (2021)
Qingling Zhu, Qingfu Zhang, Qiuzhen Lin
A Constrained Multiobjective Evolutionary Algorithm With Detect-and-Escape Strategy. IEEE Trans. Evol. Comput. 24 (5) (2020)
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)
Qingling Zhu, Qingfu Zhang, Qiuzhen Lin, Jianyong Sun
MOEA/D with Two Types of Weight Vectors for Handling Constraints. CEC (2019)
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 (2018)
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) (2018)
Qingling Zhu, Qiuzhen Lin, Jianyong Chen
A gene-level hybrid search framework for multiobjective evolutionary optimization. Neural Comput. Appl. 30 (3) (2018)
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) (2017)
Qingling Zhu, Qiuzhen Lin, Jianyong Chen
An Elite Archive-Based MOEA/D Algorithm. SEAL (2017)
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 (2016)
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 (2015)