Yanjie Song

49 papers C 1Journal 42Unranked 6
YearRankTypeTitle / Venue / Authors
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
A reinforcement learning-based artificial bee colony algorithm for resolving the UAV logistics path planning problem in a 3D space.
Swarm Evol. Comput.
Runkai Liu, Wei Hu, Witold Pedrycz, Yanjie Song, Lining Xing, Yongguang Yu
2026 J jnl
An Evolutionary Algorithm With Memory Guidance for Data Transmission Scheduling Optimization in Communication Satellite Network.
IEEE Trans. Syst. Man Cybern. Syst.
Yingying Ren, Qiuli Li, Yue Zhang, Jiting Li, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Rammohan Mallipeddi, Yanjie Song
2026 J jnl
Integrating adaptive divide-and-conquer and large language model for scheduling large-scale tasks in electromagnetic satellite systems.
Expert Syst. Appl.
Xuemei Jiang, Jiting Li, Rammohan Mallipeddi, Guangyin Jin, Jian Wu, Lining Xing, Yanjie Song
2025 J jnl
A Reinforcement Learning-Enhanced Dung Beetle Optimization Approach for Agile Earth Observation Satellite Scheduling.
IEEE Geosci. Remote. Sens. Lett.
Weiquan Huang, He Wang, Junyu Wu, Haoyu Hou, Jiatao Li, Zixuan Li, Yanjie Song
2025 J jnl
A reinforcement learning-assisted genetic programming algorithm for team formation problem considering person-job matching.
Neurocomputing
Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Lining Xing, Yanjie Song
2025 J jnl
A reinforcement learning-assisted search and rescue resource allocation decision-making approach for maritime emergencies.
Comput. Ind. Eng.
Jie Wu, Zhiyong Wang, Yanjie Song, Xiao Zhou, Liang Cheng
2025 J jnl
A spiking neural network based proximal policy optimization method for multi-point imaging mission scheduling of earth observation satellite.
Swarm Evol. Comput.
Wei Yao, Xin Shen, Guo Zhang, Zezhong Lu, Jiaying Wang, Yanjie Song, Zhiwei Li
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
Multisatellite Scheduling for Stereo Tracking of Moving Targets via Parallel Island Differential Evolutionary Algorithm.
IEEE Trans. Aerosp. Electron. Syst.
Wenlong Lu, Bingyan Liu, Zhongcheng Mu, Shufan Wu, Yanjie Song, Vladimir Yu. Razoumny
2025 J jnl
Predictive control for operation and maintenance in smart manufacturing systems with multiple operating modes.
Comput. Ind. Eng.
Yue Zhang, Qiang Feng, Dongming Fan, Yi Ren, Yanjie Song, Meng Liu, Zili Wang
2024 J jnl
A Distance Similarity-based Genetic Optimization Algorithm for Satellite Ground Network Planning Considering Feeding Mode.
CoRR
Yingying Ren, Qiuli Li, Yangyang Guo, Witold Pedrycz, Lining Xing, Anfeng Liu, Yanjie Song
2024 J jnl
A Knowledge-driven Memetic Algorithm for the Energy-efficient Distributed Homogeneous Flow Shop Scheduling Problem.
CoRR
Yunbao Xu, Xuemei Jiang, Jun Li, Lining Xing, Yanjie Song
2024 J jnl
A Strategy Fusion-Based Multiobjective Optimization Approach for Agile Earth Observation Satellite Scheduling Problem.
IEEE Trans. Geosci. Remote. Sens.
He Wang, Weiquan Huang, Sindri Magnússon, Tony Lindgren, Ran Wang, Yanjie Song
2024 J jnl
A knowledge-driven memetic algorithm for the energy-efficient distributed homogeneous flow shop scheduling problem.
Swarm Evol. Comput.
Yunbao Xu, Xuemei Jiang, Jun Li, Lining Xing, Yanjie Song
2024 J jnl
A reinforcement learning-based evolutionary algorithm for the unmanned aerial vehicles maritime search and rescue path planning problem considering multiple rescue centers.
Memetic Comput.
Haowen Zhan, Yue Zhang, Jingbo Huang, Yanjie Song, Lining Xing, Jie Wu, Zengyun Gao
2024 J jnl
Assessing growth potential of careers with occupational mobility network and ensemble framework.
Eng. Appl. Artif. Intell.
Jiamin Liu, Tao Wang, Feng Yao, Witold Pedrycz, Yanjie Song, Renjie He
2024 J jnl
Data-driven dynamic pricing and inventory management of an omni-channel retailer in an uncertain demand environment.
Expert Syst. Appl.
Shiyu Liu, Jun Wang, Rui Wang, Yue Zhang, Yanjie Song, Lining Xing
2024 J jnl
Energy-Efficient Satellite Range Scheduling Using a Reinforcement Learning-Based Memetic Algorithm.
IEEE Trans. Aerosp. Electron. Syst.
Yanjie Song, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Ran Yan, Dongming Fan, Yue Zhang
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
Knowledge-transfer based genetic programming algorithm for multi-objective dynamic agile earth observation satellite scheduling problem.
Swarm Evol. Comput.
Luona Wei, Ming Chen, Lining Xing, Qian Wan, Yanjie Song, Yuning Chen, Yingwu Chen
2024 J jnl
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities.
Swarm Evol. Comput.
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai Nagaratnam Suganthan, Yue Zhang, Witold Pedrycz, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani, Qiang Feng
2023 J jnl
A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching.
CoRR
Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai N. Suganthan, Yanjie Song
2023 J jnl
A Tent Lévy Flying Sparrow Search Algorithm for Wrapper-Based Feature Selection: A COVID-19 Case Study.
Symmetry
Qinwen Yang, Yuelin Gao, Yanjie Song
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
Mathematical Models and Reinforcement Learning based Evolutionary Algorithm Framework for Satellite Scheduling Problem.
CoRR
Yanjie Song
2023 J jnl
RL-GA: A Reinforcement Learning-based Genetic Algorithm for Electromagnetic Detection Satellite Scheduling Problem.
Swarm Evol. Comput.
Yanjie Song, Luona Wei, Qing Yang, Jian Wu, Lining Xing, Ying-Wu Chen
2023 J jnl
Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.
CoRR
Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani
2023 J jnl
When architecture meets RL+EA: A hybrid intelligent optimization approach for selecting combat system-of-systems architecture.
Adv. Eng. Informatics
Yang Huang, Aimin Luo, Tao Chen, Mengmeng Zhang, Bangbang Ren, Yanjie Song
2022 — conf
An Improved Genetic Algorithm for Team Formation Problem.
SSCI
Hao Wang, Jiting Li, Yanjie Song, Jingbo Huang, Jichao Li, Yingwu Chen
2022 J jnl
Dual-Population Artificial Bee Colony Algorithm for Joint Observation Satellite Mission Planning Problem.
IEEE Access
Xuemei Jiang, Yanjie Song, Lining Xing
2022 J jnl
RL-EA: A Reinforcement Learning-Based Evolutionary Algorithm Framework for Electromagnetic Detection Satellite Scheduling Problem.
CoRR
Yanjie Song, Luona Wei, Qing Yang, Jian Wu, Lining Xing, Yingwu Chen
2022 — conf
Task Location Distribution Based Genetic Algorithm for UAV Mobile Crowd Sensing.
BIC-TA
Yang Huang, Aimin Luo, Mengmeng Zhang, Liang Bai, Yanjie Song, Jiting Li
2022 J jnl
Two-stage hybrid planning method for multi-satellite joint observation planning problem considering task splitting.
Comput. Ind. Eng.
Yanjie Song, Lining Xing, Yingwu Chen
2021 — conf
A Hybrid Multi-objective Coevolutionary Approach for the Multi-user Agile Earth Observation Satellite Scheduling Problem.
BIC-TA (1)
Luona Wei, Yanjie Song, Lining Xing, Ming Chen, Yingwu Chen
2021 J jnl
A Multi-objective Memetic Approach for Time-dependent Agile Earth Observation Satellite Scheduling Problem.
Comput. Ind. Eng.
Luona Wei, Lining Xing, Qian Wan, Yanjie Song, Yingwu Chen
2021 — conf
Solving Large-scale Relay Satellite Scheduling Problem with A Dynamic Population Firework Algorithm: A Case Study.
SSCI
Yanjie Song, Bingyu Song, Yang Huang, Lining Xing, Yingwu Chen
2021 — conf
Solving Satellite Range Scheduling Problem with Learning-Based Artificial Bee Colony Algorithm.
BIC-TA (1)
Yanjie Song, Luona Wei, Lining Xing, Yi Fang, Zhongshan Zhang, Yingwu Chen
2020 — conf
A Knowledge-Based Scheduling Method for Multi-satellite Range System.
KSEM (1)
Yingguo Chen, Yanjie Song, Yonghao Du, Mengyuan Wang, Ran Zong, Cheng Gong
2020 J jnl
A knowledge-based evolutionary algorithm for relay satellite system mission scheduling problem.
Comput. Ind. Eng.
Yanjie Song, Lining Xing, Mengyuan Wang, Yujiang Yi, Wen Xiang, Zhongshan Zhang
2019 C conf
A BP Neural Network for Identifying Corporate Financial Fraud.
ISI
Xin Ma, Xunjia Li, Yanjie Song, Xiaolong Zheng, Zhongshan Zhang, Renjie He
2019 J jnl
Evolutionary Algorithm for Aerospace Shell Product Digital Production Line Scheduling Problem.
Symmetry
Qing Wang, Haiwei Luo, Jian Xiong, Yanjie Song, Zhongshan Zhang
2018 J jnl
An emergency task autonomous planning method of agile imaging satellite.
EURASIP J. Image Video Process.
Yanjie Song, Danjie Huang, Ziyu Zhou, Yingwu Chen