TY - GEN
T1 - Weapon Target Assignment Based on Compensation Auction Algorithm
AU - Li, Xuheng
AU - Yu, Jianglong
AU - Dong, Xiwang
AU - Li, Qingdong
AU - Hua, Yongzhao
AU - Ren, Zhang
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.
PY - 2023
Y1 - 2023
N2 - An improved auction algorithm named compensation auction algorithm (CAA) is proposed for the air-to-air confrontation problem in attack scenarios. First, in order to represent the conflict in assignment, a damage benefit function is established according to the guidance rules. Secondly, a multi-constraint dynamic model of multi-weapon attacking multi-target is created. Then, according to the traditional auction algorithm, a compensation mechanism is proposed and a compensation factor is introduced. Under the condition that the constraints are satisfied, the efficiency of algorithm convergence is accelerated. Finally, a simulation is carried out on the established scene by using CAA. The results show that the algorithm has an effective optimization in time consumption compared with the existing intelligent algorithms, which also meets the real-time requirements.
AB - An improved auction algorithm named compensation auction algorithm (CAA) is proposed for the air-to-air confrontation problem in attack scenarios. First, in order to represent the conflict in assignment, a damage benefit function is established according to the guidance rules. Secondly, a multi-constraint dynamic model of multi-weapon attacking multi-target is created. Then, according to the traditional auction algorithm, a compensation mechanism is proposed and a compensation factor is introduced. Under the condition that the constraints are satisfied, the efficiency of algorithm convergence is accelerated. Finally, a simulation is carried out on the established scene by using CAA. The results show that the algorithm has an effective optimization in time consumption compared with the existing intelligent algorithms, which also meets the real-time requirements.
KW - Compensation auction algorithm
KW - Multiple constraints
KW - Redistribution
KW - Weapon target assignment
UR - https://www.scopus.com/pages/publications/85151162251
U2 - 10.1007/978-981-19-6613-2_448
DO - 10.1007/978-981-19-6613-2_448
M3 - 会议稿件
AN - SCOPUS:85151162251
SN - 9789811966125
T3 - Lecture Notes in Electrical Engineering
SP - 4622
EP - 4631
BT - Advances in Guidance, Navigation and Control - Proceedings of 2022 International Conference on Guidance, Navigation and Control
A2 - Yan, Liang
A2 - Duan, Haibin
A2 - Deng, Yimin
A2 - Yan, Liang
PB - Springer Science and Business Media Deutschland GmbH
T2 - International Conference on Guidance, Navigation and Control, ICGNC 2022
Y2 - 5 August 2022 through 7 August 2022
ER -