计算机与控制工程 |
|
|
|
|
基于改进指针网络的卫星对地观测任务规划方法 |
马一凡1,2( ),赵凡宇1,2,*( ),王鑫1,2,金仲和1,2 |
1. 浙江大学 微小卫星研究中心,浙江 杭州 310027 2. 浙江省微纳卫星研究重点实验室,浙江 杭州 310027 |
|
Satellite earth observation task planning method based on improved pointer networks |
Yi-fan MA1,2( ),Fan-yu ZHAO1,2,*( ),Xin WANG1,2,Zhong-he JIN1,2 |
1. Micro-satellite Research Center, Zhejiang University, Hangzhou 310027, China 2. Zhejiang Key Laboratory of Micro-nano Satellite Research, Hangzhou 310027, China |
引用本文:
马一凡,赵凡宇,王鑫,金仲和. 基于改进指针网络的卫星对地观测任务规划方法[J]. 浙江大学学报(工学版), 2021, 55(2): 395-401.
Yi-fan MA,Fan-yu ZHAO,Xin WANG,Zhong-he JIN. Satellite earth observation task planning method based on improved pointer networks. Journal of ZheJiang University (Engineering Science), 2021, 55(2): 395-401.
链接本文:
http://www.zjujournals.com/eng/CN/10.3785/j.issn.1008-973X.2021.02.020
或
http://www.zjujournals.com/eng/CN/Y2021/V55/I2/395
|
1 |
刘晓路, 何磊, 陈英武, 等. 面向多颗敏捷卫星协同调度的自适应大邻域搜索算法[C]//第四届高分辨率对地观测学术年会论文集. 武汉: 国防科学技术大学信息系统与管理学院, 2017. LIU Xiao-lu, HE Lei, CHEN Ying-wu, et al. An adaptive large neighborhood search algorithm for multiple agile satellites [C]// Proceedings of 4th Annual Conference on High Resolution Earth Observation. Wuhan: School of Information Systems and Management, National University of Defense Technology, 2017.
|
2 |
郭浩, 邱涤珊, 伍国华, 等 基于改进蚁群算法的敏捷成像卫星任务调度方法[J]. 系统工程理论与实践, 2012, (11): 185- 191 GUO Hao, QIU Di-shan, WU Guo-hua, et al Agile imaging satellite task scheduling method based on improved ant colony algorithm[J]. System Engineering Theory and Practice, 2012, (11): 185- 191
|
3 |
王法瑞. 基于改进遗传算法的微小卫星自主任务规划方法研究[D]. 哈尔滨: 哈尔滨工业大学, 2017. WANG Fa-rui. Research on autonomous task planning method of micro satellite based on improved genetic algorithm [D]. Harbin: Harbin Institute of Technology, 2017.
|
4 |
贺仁杰, 高鹏, 白保存, 等 成像卫星任务规划模型、算法及其应用[J]. 系统工程理论与实践, 2011, (3): 29- 40 HE Ren-jie, GAO Peng, BAI Bao-cun, et al Imaging satellite mission planning model, algorithm and application[J]. System Engineering Theory and Practice, 2011, (3): 29- 40
|
5 |
陈英武, 方炎申, 李菊芳, 等 卫星任务调度问题的约束规划模型[J]. 国防科技大学学报, 2006, (5): 126- 132 CHEN Ying-wu, FANG Yan-shen, LI Ju-fang, et al Constrained programming model for satellite task scheduling problem[J]. Journal of National University of Defense Technology, 2006, (5): 126- 132
doi: 10.3969/j.issn.1001-2486.2006.05.026
|
6 |
HOCHREITER S, SCHMIDHUBER J Long short-term memory[J]. Neural Computation, 1997, 9 (8): 1735- 1780
doi: 10.1162/neco.1997.9.8.1735
|
7 |
CHUNG J, GULCEHRE C, CHO K, et al. Empirical evaluation of gated recurrent neural networks on sequence modeling [J/OL]. [2020-02-29]. https://arxiv.org/abs/1412.3555.
|
8 |
BAHDANAU D, CHO K, BENGIO Y. Neural machine translation by jointly learning to align and translate [J/OL]. [2020-02-29]. https://arxiv.org/abs/1409.0473.
|
9 |
VINYALS O, FORTUNATO M, JAITLY N. Pointer networks [C]// International Conference on Neural Information Processing Systems. Montreal: MIT Press, 2015.
|
10 |
BELLO I, PHAM H, LE Q V, et al. Neural combinatorial optimization with reinforcement learning [J/OL]. [2020-02-29]. https://arxiv.org/abs/1611.09940.
|
11 |
MNIH V, BADIA A P, MIRZA M, et al. Asynchronous methods for deep reinforcement learning [J/OL]. [2020-02-29]. https://arxiv.org/abs/1602.01783.
|
12 |
NAZARI M, OROOJLOOY A, SNYDER L, et al. Reinforcement learning for solving the vehicle routing problem [J/OL]. [2020-02-29]. https://arxiv.org/abs/1802.04240.
|
13 |
DAI H, KHALIL E B, ZHANG Y, et al. Learning combinatorial optimization algorithms over graphs [J/OL]. [2020-02-29]. https://arxiv.org/abs/1704.01665.
|
14 |
DAI H, DAI B, SONG L. Discriminative embeddings of latent variable models for structured data [J/OL]. [2020-02-29]. https://arxiv.org/abs/1603.05629.
|
15 |
KOOL W, HOOF H V, WELLING M. Attention, learn to solve routing problems! [J/OL]. [2020-02-29]. https://arxiv.org/abs/1803.08475.
|
16 |
VASWANI A, SHAZEER N, PARMAR N, et al. Attention is all you need [J/OL]. [2020-02-29]. https://arxiv.org/abs/1706.03762v4.
|
17 |
VINYALS O, BENGIO S, KUDLUR M. Order matters: sequence to sequence for sets [J/OL]. [2020-02-29]. https://arxiv.org/abs/1511.06391.
|
18 |
KINGMA D, BA J. Adam: a method for stochastic optimization [J/OL]. [2020-02-29]. https://arxiv.org/abs/1412.6980.
|
19 |
赵凡宇. 航天器多目标观测任务调度与规划方法研究[D]. 北京: 北京理工大学, 2015. ZHAO Fan-yu. Research on scheduling and planning methods of spacecraft multi-object observation mission [D]. Beijing: Beijing Institute of Technology, 2015.
|
|
Viewed |
|
|
|
Full text
|
|
|
|
|
Abstract
|
|
|
|
|
Cited |
|
|
|
|
|
Shared |
|
|
|
|
|
Discussed |
|
|
|
|