Open Access

Personalized Training Path Design for Civil Aviation Flight Cadet Physical Education Course Based on Genetic Algorithm

 and   
Sep 26, 2025

Cite
Download Cover

Lin, C., & Shunxin, Y. (2023). Research on a post-competency model of civil aviation flight cadets. International Journal of Occupational Safety and Ergonomics, 29(4), 1558-1571. LinC. & ShunxinY. (2023). Research on a post-competency model of civil aviation flight cadets. International Journal of Occupational Safety and Ergonomics, 29(4), 1558-1571.Search in Google Scholar

Islam, F., & Aristo, M. R. (2024). The Influence of Physical Training on The Flight Performance of Cadets. Applied Quantitative Analysis, 4(1), 29-41. IslamF. & AristoM. R. (2024). The Influence of Physical Training on The Flight Performance of Cadets. Applied Quantitative Analysis, 4(1), 29-41.Search in Google Scholar

Chen, X., Wang, Z., Jiang, H., Meng, Y., Wang, H., Li, Y., ... & Luo, C. (2023). Flight training changes the brain functional pattern in cadets. Frontiers in Neuroscience, 17, 1120628. ChenX., WangZ., JiangH., MengY., WangH., LiY. ... & LuoC. (2023). Flight training changes the brain functional pattern in cadets. Frontiers in Neuroscience, 17, 1120628.Search in Google Scholar

Mirzayev, F., Ahmadova, G., Dadashova, K., & Bugayko, D. (2024). CLUSTER MARKET OF CIVIL AVIATION TRAINING COMPLEX SERVICES. Electronic scientific and practical publication in economic sciences, 53. MirzayevF., AhmadovaG., DadashovaK. & BugaykoD. (2024). CLUSTER MARKET OF CIVIL AVIATION TRAINING COMPLEX SERVICES. Electronic scientific and practical publication in economic sciences, 53.Search in Google Scholar

Xu, K., Wang, Y., Zhang, L., Jiang, W., & Zhu, Y. (2023). A Preliminary Study on the Relationship between Cognitive Ability Tests Scores and Resilience of Flight Students. Journal of Human Movement Science, 4(1), 60-66. XuK., WangY., ZhangL., JiangW. & ZhuY. (2023). A Preliminary Study on the Relationship between Cognitive Ability Tests Scores and Resilience of Flight Students. Journal of Human Movement Science, 4(1), 60-66.Search in Google Scholar

Mirjalili, S., & Mirjalili, S. (2019). Genetic algorithm. Evolutionary algorithms and neural networks: theory and applications, 43-55. MirjaliliS. & MirjaliliS. (2019). Genetic algorithm. Evolutionary algorithms and neural networks: theory and applications, 43-55.Search in Google Scholar

Li, Z. (2017, March). Research on the Cultivation of Humanistic Quality of Flying Cadets. In 2017 7th International Conference on Education, Management, Computer and Society (EMCS 2017) (pp. 1421-1426). Atlantis Press. LiZ. (2017, March). Research on the Cultivation of Humanistic Quality of Flying Cadets. In 2017 7th International Conference on Education, Management, Computer and Society (EMCS 2017) (pp. 1421-1426). Atlantis Press.Search in Google Scholar

Wochyński, Z., Skrzyńska-Rękawek, J., & Kobos, Z. (2023). Assessment of the psychomotor fitness level of cadet pilots after a 6-month flight training period-pilot study. Frontiers in psychology, 14, 1205412. WochyńskiZ., Skrzyńska-RękawekJ. & KobosZ. (2023). Assessment of the psychomotor fitness level of cadet pilots after a 6-month flight training period-pilot study. Frontiers in psychology, 14, 1205412.Search in Google Scholar

Telfer, R. A., & Moore, P. J. (2017). Aviation training: Learners, instruction and organization. Routledge. TelferR. A. & MooreP. J. (2017). Aviation training: Learners, instruction and organization. Routledge.Search in Google Scholar

Dolzhenko, N., Assilbekova, I., Abzhapbarova, A., Mussayeva, G., & Sarzhanov, T. (2024). Unification of Training Programs for Aviation Professionals as a Flight Safety Criterion. Journal of Aerospace Technology and Management, 16, e0124. DolzhenkoN., AssilbekovaI., AbzhapbarovaA., MussayevaG. & SarzhanovT. (2024). Unification of Training Programs for Aviation Professionals as a Flight Safety Criterion. Journal of Aerospace Technology and Management, 16, e0124.Search in Google Scholar

Song, X., & Cui, L. (2017, March). Mental Training about Aviation Sports Influences on Spatial Orientation of Flying Cadets. In 2017 7th International Conference on Education, Management, Computer and Society (EMCS 2017) (pp. 1370-1374). Atlantis Press. SongX. & CuiL. (2017, March). Mental Training about Aviation Sports Influences on Spatial Orientation of Flying Cadets. In 2017 7th International Conference on Education, Management, Computer and Society (EMCS 2017) (pp. 1370-1374). Atlantis Press.Search in Google Scholar

Liang, S. (2020). Construction of aviation sports curriculum system in Xi’an Aeronautical College. The Frontiers of Society, Science and Technology, 2(10). LiangS. (2020). Construction of aviation sports curriculum system in Xi’an Aeronautical College. The Frontiers of Society, Science and Technology, 2(10).Search in Google Scholar

Nevzorov, R. (2024). Procedure for measuring the motivational and volitional component of professional training for combat flights of future tactical aviation pilots. Academia, (34), 61-75. NevzorovR. (2024). Procedure for measuring the motivational and volitional component of professional training for combat flights of future tactical aviation pilots. Academia, (34), 61-75.Search in Google Scholar

Fisher, R., Esparza, S., Nye, N. S., Gottfredson, R., Pawlak, M. T., Cropper, T. L., ... & Webber, B. J. (2021). Outcomes of embedded athletic training services within United States Air Force basic military training. Journal of athletic training, 56(2), 134-140. FisherR., EsparzaS., NyeN. S., GottfredsonR., PawlakM. T., CropperT. L. ... & WebberB. J. (2021). Outcomes of embedded athletic training services within United States Air Force basic military training. Journal of athletic training, 56(2), 134-140.Search in Google Scholar

Luo, H., Zhao, D. Y., & Li, J. (2024). Impact of a 12-wk physical conditioning program on the aerobic capacity of aviation cadets. World Journal of Clinical Cases, 12(20), 4239. LuoH., ZhaoD. Y. & LiJ. (2024). Impact of a 12-wk physical conditioning program on the aerobic capacity of aviation cadets. World Journal of Clinical Cases, 12(20), 4239.Search in Google Scholar

Krawczyk, P. (2018). Training of aviation personnel for the needs of the air force and the related future challenges. Zeszyty Naukowe Akademii Sztuki Wojennej. KrawczykP. (2018). Training of aviation personnel for the needs of the air force and the related future challenges. Zeszyty Naukowe Akademii Sztuki Wojennej.Search in Google Scholar

Poltavets, A., Mulyk, V., & Kyyko, A. (2020). DETERMINATION OF THE REQUIREMENTS FOR THE COMPLEX OF PHYSICAL PREPARATION DURING THE TRAINING PROCESS OF ATHLETES IN MILITARY AVIATION PENTATHLON. Slobozhanskyi herald of science and sport, 8(5), 92-103. PoltavetsA., MulykV. & KyykoA. (2020). DETERMINATION OF THE REQUIREMENTS FOR THE COMPLEX OF PHYSICAL PREPARATION DURING THE TRAINING PROCESS OF ATHLETES IN MILITARY AVIATION PENTATHLON. Slobozhanskyi herald of science and sport, 8(5), 92-103.Search in Google Scholar

Tomczak, A., Dąbrowski, J., & Mikulski, T. (2017). Psychomotor performance of Polish Air Force cadets after 36 hours of survival training. Annals of agricultural and environmental medicine, 24(3). TomczakA., DąbrowskiJ. & MikulskiT. (2017). Psychomotor performance of Polish Air Force cadets after 36 hours of survival training. Annals of agricultural and environmental medicine, 24(3).Search in Google Scholar

Juan S. Acero Triana, Hoori Ajami & Saman Razavi. (2025). The dilemma of objective function selection for sensitivity and uncertainty analyses of semi-distributed hydrologic models across spatial and temporal scales. Journal of Hydrology 132482-132482. TrianaJuan S. Acero, AjamiHoori & RazaviSaman. (2025). The dilemma of objective function selection for sensitivity and uncertainty analyses of semi-distributed hydrologic models across spatial and temporal scales. Journal of Hydrology 132482-132482.Search in Google Scholar

Chuhang Wang, Huangshui Hu & Tingting Wang. (2024). An Improved Multi-hop LEACH Protocol Based on Chaotic Genetic Algorithm for Wireless Sensor Networks. Wireless Personal Communications (3), 1843-1862. WangChuhang, HuHuangshui & WangTingting. (2024). An Improved Multi-hop LEACH Protocol Based on Chaotic Genetic Algorithm for Wireless Sensor Networks. Wireless Personal Communications (3), 1843-1862.Search in Google Scholar

Choe Kwang Il, Huang Xiaoxia & Ma Di. (2023). Uncertain mean-risk index portfolio selection considering inflation: Chaos adaptive genetic algorithm. International Journal of Machine Learning and Cybernetics(4), 1261-1275. IlChoe Kwang, XiaoxiaHuang & DiMa. (2023). Uncertain mean-risk index portfolio selection considering inflation: Chaos adaptive genetic algorithm. International Journal of Machine Learning and Cybernetics(4), 1261-1275.Search in Google Scholar

Language:
English