Yanjie Song

According to our database, Yanjie Song authored at least 36 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Generalized Model and Deep Reinforcement Learning-Based Evolutionary Method for Multitype Satellite Observation Scheduling.

Yanjie Song, Junwei Ou, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan, Xinwei Wang, Lining Xing, Yue Zhang

IEEE Trans. Syst. Man Cybern. Syst., April, 2024

Assessing growth potential of careers with occupational mobility network and ensemble framework.

Jiamin Liu, Tao Wang, Feng Yao, Witold Pedrycz, Yanjie Song, Renjie He

Eng. Appl. Artif. Intell., January, 2024

2023

Learning Adaptive Genetic Algorithm for Earth Electromagnetic Satellite Scheduling.

Yanjie Song, Junwei Ou, Ponnuthurai Nagaratnam Suganthan, Witold Pedrycz, Qinwen Yang, Lining Xing

IEEE Trans. Aerosp. Electron. Syst., December, 2023

An improved heterogeneous graph convolutional network for job recommendation.

Hao Wang, Wenchuan Yang, Jichao Li, Junwei Ou, Yanjie Song, Yingwu Chen

Eng. Appl. Artif. Intell., November, 2023

When architecture meets RL+EA: A hybrid intelligent optimization approach for selecting combat system-of-systems architecture.

Yang Huang, Aimin Luo, Tao Chen, Mengmeng Zhang, Bangbang Ren, Yanjie Song

Adv. Eng. Informatics, October, 2023

Frequent pattern-based parallel search approach for time-dependent agile earth observation satellite scheduling.

Jian Wu, Feng Yao, Yanjie Song, Lei He, Fang Lu, Yonghao Du, Jungang Yan, Yuning Chen, Lining Xing, Junwei Ou

Inf. Sci., July, 2023

RL-GA: A Reinforcement Learning-based Genetic Algorithm for Electromagnetic Detection Satellite Scheduling Problem.

Yanjie Song, Luona Wei, Qing Yang, Jian Wu, Lining Xing, Ying-Wu Chen

Swarm Evol. Comput., March, 2023

Deep reinforcement learning method for satellite range scheduling problem.

Junwei Ou, Lining Xing, Feng Yao, Mengjun Li, Jimin Lv, Yongming He, Yanjie Song, Jian Wu, Guoting Zhang

Swarm Evol. Comput., March, 2023

A Tent Lévy Flying Sparrow Search Algorithm for Wrapper-Based Feature Selection: A COVID-19 Case Study.

Qinwen Yang, Yuelin Gao, Yanjie Song

Symmetry, February, 2023

A cluster-based genetic optimization method for satellite range scheduling system.

Yanjie Song, Junwei Ou, Jian Wu, Yutong Wu, Lining Xing, Yingwu Chen

Swarm Evol. Comput., 2023

Reinforcement Learning-assisted Evolutionary Algorithm: A Survey and Research Opportunities.

Yanjie Song, Yutong Wu, Yangyang Guo, Ran Yan, Ponnuthurai N. Suganthan, Yue Zhang, Witold Pedrycz, Yingwu Chen, Swagatam Das, Rammohan Mallipeddi, Oladayo Solomon Ajani

CoRR, 2023

A Reinforcement Learning-assisted Genetic Programming Algorithm for Team Formation Problem Considering Person-Job Matching.

Yangyang Guo, Hao Wang, Lei He, Witold Pedrycz, Ponnuthurai N. Suganthan, Yanjie Song

CoRR, 2023

Ensemble Reinforcement Learning: A Survey.

Yanjie Song, Ponnuthurai N. Suganthan, Witold Pedrycz, Junwei Ou, Yongming He, Yingwu Chen

CoRR, 2023

Mathematical Models and Reinforcement Learning based Evolutionary Algorithm Framework for Satellite Scheduling Problem.

Yanjie Song

CoRR, 2023

2022

RL-EA: A Reinforcement Learning-Based Evolutionary Algorithm Framework for Electromagnetic Detection Satellite Scheduling Problem.

Yanjie Song, Luona Wei, Qing Yang, Jian Wu, Lining Xing, Yingwu Chen

CoRR, 2022

Two-stage hybrid planning method for multi-satellite joint observation planning problem considering task splitting.

Yanjie Song, Lining Xing, Yingwu Chen

Comput. Ind. Eng., 2022

Dual-Population Artificial Bee Colony Algorithm for Joint Observation Satellite Mission Planning Problem.

Xuemei Jiang, Yanjie Song, Lining Xing

IEEE Access, 2022

An Improved Genetic Algorithm for Team Formation Problem.

Hao Wang, Jiting Li, Yanjie Song, Jingbo Huang, Jichao Li, Yingwu Chen

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

A Reinforcement-Learning-Driven Bees Algorithm for Large-Scale Earth Observation Satellite Scheduling.

Yan-jie Song, Junwei Ou, D. T. Pham, Jiting Li, Jingbo Huang, Lining Xing

Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

Task Location Distribution Based Genetic Algorithm for UAV Mobile Crowd Sensing.

Yang Huang, Aimin Luo, Mengmeng Zhang, Liang Bai, Yanjie Song, Jiting Li

Proceedings of the Bio-Inspired Computing: Theories and Applications, 2022

2021

A population perturbation and elimination strategy based genetic algorithm for multi-satellite TT&C scheduling problem.

Ming Chen, Jun Wen, Yan-Jie Song, Lining Xing, Ying-Wu Chen

Swarm Evol. Comput., 2021

A Multi-objective Memetic Approach for Time-dependent Agile Earth Observation Satellite Scheduling Problem.

Luona Wei, Lining Xing, Qian Wan, Yanjie Song, Yingwu Chen

Comput. Ind. Eng., 2021

Solving Large-scale Relay Satellite Scheduling Problem with A Dynamic Population Firework Algorithm: A Case Study.

Yanjie Song, Bingyu Song, Yang Huang, Lining Xing, Yingwu Chen

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021

A Hybrid Multi-objective Coevolutionary Approach for the Multi-user Agile Earth Observation Satellite Scheduling Problem.

Luona Wei, Yanjie Song, Lining Xing, Ming Chen, Yingwu Chen

Proceedings of the Bio-Inspired Computing: Theories and Applications, 2021

Solving Satellite Range Scheduling Problem with Learning-Based Artificial Bee Colony Algorithm.

Yanjie Song, Luona Wei, Lining Xing, Yi Fang, Zhongshan Zhang, Yingwu Chen

Proceedings of the Bio-Inspired Computing: Theories and Applications, 2021

2020

A framework involving MEC: imaging satellites mission planning.

Yan-jie Song, Zi-yu Zhou, Zhong-Shan Zhang, Feng Yao, Ying-Wu Chen

Neural Comput. Appl., 2020

A knowledge-based evolutionary algorithm for relay satellite system mission scheduling problem.

Yanjie Song, Lining Xing, Mengyuan Wang, Yujiang Yi, Wen Xiang, Zhongshan Zhang

Comput. Ind. Eng., 2020

A Knowledge-Based Scheduling Method for Multi-satellite Range System.

Yingguo Chen, Yanjie Song, Yonghao Du, Mengyuan Wang, Ran Zong, Cheng Gong

Proceedings of the Knowledge Science, Engineering and Management, 2020

2019

Evolutionary Algorithm for Aerospace Shell Product Digital Production Line Scheduling Problem.

Qing Wang, Haiwei Luo, Jian Xiong, Yanjie Song, Zhongshan Zhang

Symmetry, 2019

Learning-guided nondominated sorting genetic algorithm II for multi-objective satellite range scheduling problem.

Yan-Jie Song, Xin Ma, Xun-Jia Li, Lining Xing, Pei Wang

Swarm Evol. Comput., 2019

Improved Genetic Algorithm with Local Search for Satellite Range Scheduling System and its Application in Environmental monitoring.

Yan-Jie Song, Zhong-Shan Zhang, Bing-Yu Song, Ying-Wu Chen

Sustain. Comput. Informatics Syst., 2019

A BP Neural Network for Identifying Corporate Financial Fraud.

Xin Ma, Xunjia Li, Yanjie Song, Xiaolong Zheng, Zhongshan Zhang, Renjie He

Proceedings of the 2019 IEEE International Conference on Intelligence and Security Informatics, 2019

A Novel Genetic Algorithm with Population Perturbation and Elimination for Multi-satellite TT&C Scheduling Problem.

Ming Chen, Jun Wen, Benjie Pi, Hao Wang, Yan-Jie Song, Lining Xing

Proceedings of the Bio-inspired Computing: Theories and Applications, 2019

2018

An emergency task autonomous planning method of agile imaging satellite.

Yanjie Song, Danjie Huang, Ziyu Zhou, Yingwu Chen

EURASIP J. Image Video Process., 2018

The Satellite Downlink Replanning Problem: A BP Neural Network and Hybrid Algorithm Approach for IoT Internet Connection.

Yan-Jie Song, Bing-Yu Song, Zhong-Shan Zhang, Ying-Wu Chen

IEEE Access, 2018

A Hybrid Dynamic Population Genetic Algorithm for Multi-satellite and Multi-station Mission Planning System.

Yan-Jie Song, Xin Ma, Zhong-Shan Zhang, Lining Xing, Ying-Wu Chen

Proceedings of the Bio-inspired Computing: Theories and Applications, 2018