| Citation: | LIANG Jiu-zhen, HE Xin-gui, HUANG De-shuanget al. Simple Conjugation-Gradient BP Algorithm for Feedforward Neural Networks[J]. Journal of Beijing University of Aeronautics and Astronautics, 2000, 26(5): 596-599. (in Chinese)
|
|
[1]umeihart D E, Hinton G E, Williams R J. Learning internal representations by error propagation[A].In:Rumelhart D E, McClelland J L, eds. Parallel Distributed Proceeding[C]. Cambridge MA:MIT Press, 1986. 318～362. [2]umeihart D E, Hinton G E, Williams R J. Learning representations by backpropagating errors[J]. Nature, 1986,323(6088):533～536. [3]echtNielsen R. Theory of the backpropagation neural network[A].In:Proceedings of the 1989 International Joint Conference on Neural Networks [C].NewYork:IEEE Press,1989.593～599. [4]hah B V , Buehler R J, Kempthorne O. Some algorithms for minimizing a function of several variables[J]. J Soc Indust Appl Math, 1964, 12 (1) :74～92. [5]曙光，郑崇勋，刘明远. 前馈神经网络中的反向传播算法及其改进：进展与展望[J]. 计算机科学，1996, 23(1):76～79. [6]玖茜，魏权龄. 非线性规划及其理论[M].北京：中国人民大学出版社，1994. 226～228. [7]uang Deshuang. An analysis of structure properties for feedforward neural networks[A].In: 1998 Int Conf on Neural Networks and Brain Proceedings[C]. Beijing: Publishing House of Electronics Industry, 1998. 463～466.
|
| [1] | JIANG C J，LIU P，SHU P. Dynamic visual SLAM algorithm based on improved YOLOv5s[J]. Journal of Beijing University of Aeronautics and Astronautics，2025，51（3）：763-771 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2023.0154. |
| [2] | WANG Yanhong, BAI Haoran, DONG Ming, HUANG Shuailing. Numerical study on heat transfer of supercritical n-decane in internal-spiral regenerative cooling channels[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0717 |
| [3] | FU Yangaoxiao, MEI Jie, DING Mingsong, CHEN Jianqiang, JIANG Tao, DONG Weizhong. Numerical simulation of jet interaction heating on reusable launch vehicle[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2025.0053 |
| [4] | WU L，TENG J F，LYU Y L，et al. Experimental study on kinetics of TLP diffusion bonding of GH3230 alloy[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（8）：2595-2600 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0644. |
| [5] | LI M S，YUE S，DU Z H，et al. Deployment dynamics and multi-parameter performances analysis of spatial rectangular tether-net[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（3）：994-1004 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0342. |
| [6] | WANG Y P，WANG Y，WU X J，et al. Surface dynamical environment analysis of a binary asteroid system[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（3）：940-950 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0286. |
| [7] | YANG Shi-lin, QIAO Kai-li, WAN Xiao-zhong, DUAN Mian-chao, GUO Ning, XU Chao. Multidisciplinary Coupled Dynamics Modeling of Electro-mechanical actuator Considering Nonlinear Clearances in Multiple Stages[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0136 |
| [8] | DUAN Leqiang, LI Lei, WANG Weijie, ZHU Hongye, PANG Weikun, REN Yuan. Dynamics Modeling and Active disturbance rejection control of Magnetically Suspended Universally Stabilized Platform[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0065 |
| [9] | CAI Jing, NIU Yu-fa, WANG Yan, LI Yue, DAI Xuan. A Simulation analysis of human-machine closed-loop dynamics of aircraft landing and running attitude under cross-rheumatic slip conditions[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0599 |
| [10] | LI Z B，SUN W，ZHANG Y N，et al. Computation on aerodynamic and aeroacoustic characteristics of scissor tail-rotor under sideslip condition[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（12）：3794-3805 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2023.0037. |
| [11] | LIU Shenshen, JIANG Bo, HAN Qinghua, YU Jing, YANG Xiaofeng, WEI Dong, ZHU Yandan, GUI Yewei. Study of cumulative thermal deformation characteristics and its impacts under long-endurance aerodynamic-thermal coupling effects[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0486 |
| [12] | YANG F，LIN M Y，HU Z M，et al. Prediction method of aero-heating of hypersonic vehicle bi-curvature leading edge based on machine learning[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（9）：2826-2834 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0746. |
| [13] | WU X J，HAN X R，WU X L，et al. Prescribed performance control for quadrotor UAV with unknown kinetic parameters[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（10）：2587-2595 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0714. |
| [14] | MENG Q L，ZHAO Z M，CHEN X G，et al. Thermal vacuum test study of mechanically pumped two-phase loop for space remote sensor[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（3）：559-568 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0270. |
| [15] | XU H B，FAN J，NI M，et al. Molecular dynamics study on dry friction damper with temperature influence[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（11）：3031-3038 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0045. |
| [16] | LI Y C，LI Q H，ZHANG X S，et al. N-dot control method of turbofan engine based on active switching logic[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（11）：3156-3166 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0022. |
| [17] | SHI Y，WAN Z Q，WU Z G，et al. Aerodynamic order reduction method for elastic aircraft flight dynamics simulation[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（7）：1689-1706 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0510. |
| [18] | HE Lan, LIU Qiang, YANG Yan-chu, ZHU Rong-chen, ZHOU Jiang-hua. Influence of cold cloud radiation to the thermal-dynamic characteristics of super-pressure balloon[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0435 |
| [19] | WANG Tao, ZHANG Wanxin, LI Meng, BU Xueqin, ZHANG Chen, WANG Hailiang. Performance analysis of skin temperature prediction model combining Smith's thermoregulation model with Tanabe model[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(12): 2482-2493. doi: 10.13700/j.bh.1001-5965.2021.0143 |
| [20] | WU Tailong, WANG Yue. Orbital dynamics of rings of small bodies[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(7): 1287-1296. doi: 10.13700/j.bh.1001-5965.2021.0003 |
Copyright © Journal of Beijing University of Aeronautics and Astronautics
Address: Editorial Department of Journal of Beijing University of Aeronautics and Astronautics, 37 Xueyuan Road, Haidian District, Beijing Post Code: 100191 Email: jbuaa@buaa.edu.cn
Supported by:
Beijing Renhe Information Technology Co., Ltd.
LIU Xiao-dong, LIU Wen. Optimization of Aircraft Structural Economic Maintenance Programme[J]. Journal of Beijing University of Aeronautics and Astronautics, 2000, 26(5): 561-564. (in Chinese)
DownLoad: