TY - JOUR
T1 - Tactical preference based objectives for solving an evasion problem of fighter in air combat
AU - Yang, Zhen
AU - Zhou, Deyun
AU - Zhao, Yiyang
AU - Kong, Weiren
AU - Zhang, Kai
AU - Zeng, Lina
N1 - Publisher Copyright:
© Published under licence by IOP Publishing Ltd.
PY - 2020/6/18
Y1 - 2020/6/18
N2 - Evasive maneuvers of fighter only consider the objective of miss distance in traditional air combat decision problems. The amalgamative tactical demands of achieving self-conflicting evasive objectives in actual air combat are taken into account in this paper. A method to generate a strategy of evasive maneuvers based on tactical preference is proposed. Tactical preference is given to higher miss distance, less energy consumption, and higher terminal superiority. The evasion problem in air combat is defined and reformulated into a multi-objective optimization problem, which is solved by a multi-objective evolutionary algorithm. Simulation results show the feasibility and effectiveness of the proposed method, and a set of approximate Pareto-optimal solutions are obtained to satisfy the tactical preference.
AB - Evasive maneuvers of fighter only consider the objective of miss distance in traditional air combat decision problems. The amalgamative tactical demands of achieving self-conflicting evasive objectives in actual air combat are taken into account in this paper. A method to generate a strategy of evasive maneuvers based on tactical preference is proposed. Tactical preference is given to higher miss distance, less energy consumption, and higher terminal superiority. The evasion problem in air combat is defined and reformulated into a multi-objective optimization problem, which is solved by a multi-objective evolutionary algorithm. Simulation results show the feasibility and effectiveness of the proposed method, and a set of approximate Pareto-optimal solutions are obtained to satisfy the tactical preference.
UR - http://www.scopus.com/inward/record.url?scp=85088045420&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/1570/1/012024
DO - 10.1088/1742-6596/1570/1/012024
M3 - 会议文章
AN - SCOPUS:85088045420
SN - 1742-6588
VL - 1570
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
IS - 1
M1 - 012024
T2 - 2020 3rd International Conference on Advanced Algorithms and Control Engineering, ICAACE 2020
Y2 - 24 April 2020 through 26 April 2020
ER -