TY - JOUR
T1 - Effective multi-objective optimization for aerodynamic and stealthy performance of tactical missiles
AU - Liu, Li
AU - Jiang, Menglong
AU - Long, Teng
AU - Wu, Di
AU - Huang, Bo
PY - 2014/12/1
Y1 - 2014/12/1
N2 - A new effective multi-objective optimization method was employed to solve the aerodynamic and stealthy performance optimization of tactical missile problem. Physical programming was selected to translate the multi-objective problem into the single objective problem. Genetic algorithm (GA) was applied to carrying on the design space search. Variable selection and radial basis function (RBF) were contributed to reducing the design variable space dimension and the number of high fidelity model evaluations. Then, the aerodynamic and stealthy performance optimization of a quasi BGM-109 model was chosen as an example to deliver the whole optimization steps and verify the correctness of the method. The optimization task is to minimize the drag coefficient and the heading radar cross section (RCS) subject to the aerodynamic performance constraint, namely the lift coefficient has to be no less than the initial value. Through application to engineering case, the computational cost of the proposed method decreases by 83% compared to that of GA, while two methods has nearly identical performance.
AB - A new effective multi-objective optimization method was employed to solve the aerodynamic and stealthy performance optimization of tactical missile problem. Physical programming was selected to translate the multi-objective problem into the single objective problem. Genetic algorithm (GA) was applied to carrying on the design space search. Variable selection and radial basis function (RBF) were contributed to reducing the design variable space dimension and the number of high fidelity model evaluations. Then, the aerodynamic and stealthy performance optimization of a quasi BGM-109 model was chosen as an example to deliver the whole optimization steps and verify the correctness of the method. The optimization task is to minimize the drag coefficient and the heading radar cross section (RCS) subject to the aerodynamic performance constraint, namely the lift coefficient has to be no less than the initial value. Through application to engineering case, the computational cost of the proposed method decreases by 83% compared to that of GA, while two methods has nearly identical performance.
KW - Aerodynamic and stealthy performance
KW - Multi-objective optimization
KW - Physical programming
KW - Surrogate model
KW - Tactical missile design
KW - Variable selection
UR - http://www.scopus.com/inward/record.url?scp=84921022280&partnerID=8YFLogxK
U2 - 10.13700/j.bh.1001-5965.2013.0753
DO - 10.13700/j.bh.1001-5965.2013.0753
M3 - Article
AN - SCOPUS:84921022280
SN - 1001-5965
VL - 40
SP - 1654
EP - 1659
JO - Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
JF - Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics
IS - 12
ER -