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Yanjie Song
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RL-GA: A reinforcement learning-based genetic algorithm for electromagnetic detection satellite scheduling problem
Y Song, L Wei, Q Yang, J Wu, L Xing, Y Chen
Swarm and Evolutionary Computation 77, 101236, 2023
862023
A population perturbation and elimination strategy based genetic algorithm for multi-satellite TT&C scheduling problem
M Chen, J Wen, YJ Song, L Xing, Y Chen
Swarm and Evolutionary Computation 65, 100912, 2021
532021
Learning-guided nondominated sorting genetic algorithm II for multi-objective satellite range scheduling problem
YJ Song, X Ma, XJ Li, LN Xing, P Wang
Swarm and Evolutionary Computation 49, 194-205, 2019
482019
Deep reinforcement learning method for satellite range scheduling problem
J Ou, L Xing, F Yao, M Li, J Lv, Y He, Y Song, J Wu, G Zhang
Swarm and Evolutionary Computation 77, 101233, 2023
462023
Improved genetic algorithm with local search for satellite range scheduling system and its application in environmental monitoring
YJ Song, ZS Zhang, BY Song, YW Chen
Sustainable Computing: Informatics and Systems 21, 19-27, 2019
452019
Ensemble reinforcement learning: A survey
Y Song, PN Suganthan, W Pedrycz, J Ou, Y He, Y Chen, Y Wu
Applied Soft Computing 149, 110975, 2023
432023
A multi-objective memetic approach for time-dependent agile earth observation satellite scheduling problem
L Wei, L Xing, Q Wan, Y Song, Y Chen
Computers & Industrial Engineering 159, 107530, 2021
432021
Reinforcement learning-assisted evolutionary algorithm: A survey and research opportunities
Y Song, Y Wu, Y Guo, R Yan, PN Suganthan, Y Zhang, W Pedrycz, S Das, ...
Swarm and Evolutionary Computation 86, 101517, 2024
372024
A framework involving MEC: imaging satellites mission planning
Y Song, Z Zhou, Z Zhang, F Yao, Y Chen
Neural Computing and Applications 32, 15329-15340, 2020
362020
A knowledge-based evolutionary algorithm for relay satellite system mission scheduling problem
Y Song, L Xing, M Wang, Y Yi, W Xiang, Z Zhang
Computers & Industrial Engineering 150, 106830, 2020
352020
A cluster-based genetic optimization method for satellite range scheduling system
Y Song, J Ou, J Wu, Y Wu, L Xing, Y Chen
Swarm and Evolutionary Computation 79, 101316, 2023
332023
An emergency task autonomous planning method of agile imaging satellite
Y Song, D Huang, Z Zhou, Y Chen
EURASIP Journal on Image and Video Processing 2018, 1-11, 2018
322018
An autonomous coverage path planning algorithm for maritime search and rescue of persons-in-water based on deep reinforcement learning
J Wu, L Cheng, S Chu, Y Song
Ocean engineering 291, 116403, 2024
262024
Generalized model and deep reinforcement learning-based evolutionary method for multitype satellite observation scheduling
Y Song, J Ou, W Pedrycz, PN Suganthan, X Wang, L Xing, Y Zhang
IEEE Transactions on Systems, Man, and Cybernetics: Systems 54 (4), 2576-2589, 2024
232024
新型群体智能优化算法综述
高岳林， 杨钦文， 王晓峰， 李嘉航， 宋彦杰
郑州大学学报(工学版), 2021
232021
The satellite downlink replanning problem: a BP neural network and hybrid algorithm approach for IoT internet connection
YJ Song, BY Song, ZS Zhang, YW Chen
IEEE Access 6, 39797-39806, 2018
172018
Dual-population artificial bee colony algorithm for joint observation satellite mission planning problem
X Jiang, Y Song, L Xing
IEEE Access 10, 28911-28921, 2022
162022
Learning adaptive genetic algorithm for earth electromagnetic satellite scheduling
Y Song, J Ou, PN Suganthan, W Pedrycz, Q Yang, L Xing
IEEE Transactions on Aerospace and Electronic Systems 59 (6), 9010-9025, 2023
152023
Multi-level predictive maintenance of smart manufacturing systems driven by digital twin: A matheuristics approach
Q Feng, Y Zhang, B Sun, X Guo, D Fan, Y Ren, Y Song, Z Wang
Journal of Manufacturing Systems 68, 443-454, 2023
152023
Two-stage hybrid planning method for multi-satellite joint observation planning problem considering task splitting
Y Song, L Xing, Y Chen
Computers & Industrial Engineering 174, 108795, 2022
132022
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