Junwei Ou

32 papers Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A dynamic multi-objective evolutionary algorithm based on manifold dimensionality reduction and cluster-guided poly-directional search strategy.
Comput. Electr. Eng.
Yaru Hu, Xiao Yang, Wen Fu, Yunfei Zheng, Junwei Ou, Juan Zou
2026 J jnl
A multi-population co-evolutionary algorithm based on dual-space division for dynamic multi-objective optimization problems.
Inf. Sci.
Yaru Hu, Jiaru Xia, Junwei Ou, Yanjie Song, Jun Li, Jinhua Zheng, Gaige Wang, Yue Zhang
2026 J jnl
Adaptive prediction strategy based on inflection point partitioning and local environment type detection.
Comput. Electr. Eng.
Yaru Hu, Wen Fu, Junwei Ou, Xiao Yang, Juan Zou
2026 J jnl
Dynamic multi-objective optimization algorithm via historical collaborative strategy and interval prediction strategy.
Swarm Evol. Comput.
Junwei Ou, Yana Li, Yaru Hu, Jiankang Peng, Jinhua Zheng, Juan Zou, Shengxiang Yang
2026 J jnl
Region-aware prediction strategy based on shared points and multiple scales for dynamic multi-objective optimization.
Expert Syst. Appl.
Yaru Hu, Sitong Wang, Junwei Ou, Zhenlin Mei, Juan Zou, Shengxiang Yang
2025 J jnl
A strategy cooperative algorithm based on state-awareness for large-scale multi-objective optimization.
Swarm Evol. Comput.
Hao Liu, Jinhua Zheng, Yaru Hu, Xiaozhong Yu, Junwei Ou, Juan Zou, Shengxiang Yang
2025 J jnl
An adaptive response algorithm based on dual-space detection for dynamic multiobjective optimization.
Swarm Evol. Comput.
Xiaozhong Yu, Jinhua Zheng, Yaru Hu, Junwei Ou, Juan Zou
2025 J jnl
Dynamic Multiobjective Optimization Algorithm Guided by Recurrent Neural Network.
IEEE Trans. Evol. Comput.
Yaru Hu, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Rui Wang, Jinhua Zheng, Juan Zou, Yanjie Song
2025 J jnl
Dynamic multi-objective evolutionary algorithm based on dual-layer collaborative prediction under multiple perspective.
Swarm Evol. Comput.
Yaru Hu, Yana Li, Junwei Ou, Jiankang Peng, Jun Li, Jinhua Zheng
2025 J jnl
Dynamic multiobjective optimization via an improved r-dominance relation and a novel prediction approach.
Expert Syst. Appl.
Yaru Hu, Junwei Ou, Huibing Wang, Juan Zou, Jinhua Zheng, Shengxiang Yang
2024 J jnl
Ensemble reinforcement learning: A survey.
Appl. Soft Comput.
Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Ying-Wu Chen, Yutong Wu
2024 J jnl
Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation Scheduling.
IEEE Trans. Syst. Man Cybern. Syst.
Yanjie Song, Junwei Ou, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Xinwei Wang, Lining Xing, Yue Zhang
2024 J jnl
Solving many-objective delivery and pickup vehicle routing problem with time windows with a constrained evolutionary optimization algorithm.
Expert Syst. Appl.
Junwei Ou, Xiao-Lu Liu, Lining Xing, Jimin Lv, Yaru Hu, Jinhua Zheng, Juan Zou, Mengjun Li
2024 J jnl
The IGD-based prediction strategy for dynamic multi-objective optimization.
Swarm Evol. Comput.
Yaru Hu, Jiankang Peng, Junwei Ou, Yana Li, Jinhua Zheng, Juan Zou, Shouyong Jiang, Shengxiang Yang, Jun Li
2023 J jnl
A cluster-based genetic optimization method for satellite range scheduling system.
Swarm Evol. Comput.
Yanjie Song, Junwei Ou, Jian Wu, Yutong Wu, Lining Xing, Yingwu Chen
2023 J jnl
An improved heterogeneous graph convolutional network for job recommendation.
Eng. Appl. Artif. Intell.
Hao Wang, Wenchuan Yang, Jichao Li, Junwei Ou, Yanjie Song, Yingwu Chen
2023 J jnl
Deep reinforcement learning method for satellite range scheduling problem.
Swarm Evol. Comput.
Junwei Ou, Lining Xing, Feng Yao, Mengjun Li, Jimin Lv, Yongming He, Yanjie Song, Jian Wu, Guoting Zhang
2023 J jnl
Ensemble Reinforcement Learning: A Survey.
CoRR
Yanjie Song, Ponnuthurai N. Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Yingwu Chen
2023 J jnl
Frequent pattern-based parallel search approach for time-dependent agile earth observation satellite scheduling.
Inf. Sci.
Jian Wu, Feng Yao, Yanjie Song, Lei He, Fang Lu, Yonghao Du, Jungang Yan, Yuning Chen, Lining Xing, Junwei Ou
2023 J jnl
Learning Adaptive Genetic Algorithm for Earth Electromagnetic Satellite Scheduling.
IEEE Trans. Aerosp. Electron. Syst.
Yanjie Song, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Qinwen Yang, Lining Xing
2023 J jnl
On the effect of particle update modes in particle swarm optimisation.
Int. J. Bio Inspired Comput.
Nanjiang Dong, Rui Wang, Tao Zhang, Junwei Ou
2022 — conf
A Reinforcement-Learning-Driven Bees Algorithm for Large-Scale Earth Observation Satellite Scheduling.
BIC-TA
Yan-Jie Song, Junwei Ou, D. T. Pham, Jiting Li, Jingbo Huang, Lining Xing
2022 J jnl
A data-driven improved genetic algorithm for agile earth observation satellite scheduling with time-dependent transition time.
Comput. Ind. Eng.
Jian Wu, Bingyu Song, Guoting Zhang, Junwei Ou, Yuning Chen, Feng Yao, Lei He, Lining Xing
2022 J jnl
A dynamic multi-objective particle swarm optimization algorithm based on adversarial decomposition and neighborhood evolution.
Swarm Evol. Comput.
Jinhua Zheng, Zeyu Zhang, Juan Zou, Shengxiang Yang, Junwei Ou, Yaru Hu
2022 J jnl
Individual-based self-learning prediction method for dynamic multi-objective optimization.
Inf. Sci.
Junwei Ou, Mengjun Li, Lining Xing, Jimin Lv, Yaru Hu, Nanjiang Dong, Guoting Zhang
2021 J jnl
A decision variable classification-based cooperative coevolutionary algorithm for dynamic multiobjective optimization.
Inf. Sci.
Huipeng Xie, Juan Zou, Shengxiang Yang, Jinhua Zheng, Junwei Ou, Yaru Hu
2021 J jnl
A prediction strategy based on decision variable analysis for dynamic Multi-objective Optimization.
Swarm Evol. Comput.
Jinhua Zheng, Yubing Zhou, Juan Zou, Shengxiang Yang, Junwei Ou, Yaru Hu
2020 J jnl
A Novel Prediction Strategy Based on Change Degree of Decision Variables for Dynamic Multi-Objective Optimization.
IEEE Access
Junwei Ou, Lining Xing, Min Liu, Lihua Yang
2020 J jnl
A dynamic multi-objective evolutionary algorithm based on intensity of environmental change.
Inf. Sci.
Yaru Hu, Jinhua Zheng, Juan Zou, Shengxiang Yang, Junwei Ou, Rui Wang
2020 J jnl
Solving dynamic multi-objective problems with an evolutionary multi-directional search approach.
Knowl. Based Syst.
Yaru Hu, Junwei Ou, Jinhua Zheng, Juan Zou, Shengxiang Yang, Gan Ruan
2019 J jnl
A pareto-based evolutionary algorithm using decomposition and truncation for dynamic multi-objective optimization.
Appl. Soft Comput.
Junwei Ou, Jinhua Zheng, Gan Ruan, Yaru Hu, Juan Zou, Miqing Li, Shengxiang Yang, Xu Tan
2018 — conf
An Evolutionary Dynamic Multi-objective Optimization Algorithm Based on Center-point Prediction and Sub-population Autonomous Guidance.
SSCI
Jianwei Zhou, Juan Zou, Shengxiang Yang, Gan Ruan, Junwei Ou, Jinhua Zheng