TY - GEN
T1 - Target assignment based on matrix transform-genetic algorithm in cooperative air combat
AU - Wang, Yu
AU - Zhang, Weiguo
AU - Li, Yong
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/7/17
Y1 - 2015/7/17
N2 - In cooperative air combat the constraint conditions are often difficult to guarantee in the process of target assignment's solution solving. To cope with this problem, a target assignment algorithm based on matrix transform-genetic algorithm is proposed. First, the preference index is introduced to establish a new target assignment model concerning damage probability to enemy and the consumption of the missile. Then, in order to satisfy the constraints, a new method of crossover and mutation operation based on matrix transformation is designed under the premise of retaining the framework of classic genetic algorithm. The simulation results indicate that, the feasibility of the solution is ensured and the optimal results of target assignment are quickly found simultaneously. Therefore the validity of the model and method is verified.
AB - In cooperative air combat the constraint conditions are often difficult to guarantee in the process of target assignment's solution solving. To cope with this problem, a target assignment algorithm based on matrix transform-genetic algorithm is proposed. First, the preference index is introduced to establish a new target assignment model concerning damage probability to enemy and the consumption of the missile. Then, in order to satisfy the constraints, a new method of crossover and mutation operation based on matrix transformation is designed under the premise of retaining the framework of classic genetic algorithm. The simulation results indicate that, the feasibility of the solution is ensured and the optimal results of target assignment are quickly found simultaneously. Therefore the validity of the model and method is verified.
KW - constraints
KW - cooperative air combat
KW - crossover and mutation
KW - matrix transform-genetic algorithm
KW - preference index
KW - target assignment
UR - http://www.scopus.com/inward/record.url?scp=84945545606&partnerID=8YFLogxK
U2 - 10.1109/CCDC.2015.7161892
DO - 10.1109/CCDC.2015.7161892
M3 - 会议稿件
AN - SCOPUS:84945545606
T3 - Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015
SP - 6031
EP - 6034
BT - Proceedings of the 2015 27th Chinese Control and Decision Conference, CCDC 2015
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 27th Chinese Control and Decision Conference, CCDC 2015
Y2 - 23 May 2015 through 25 May 2015
ER -