Application of genetic algorithms to conceptual design of a micro-air vehicle

被引:26
作者
Ng, TTH [1 ]
Leng, GSB [1 ]
机构
[1] Natl Univ Singapore, Dept Mech Engn, Singapore 119260, Singapore
关键词
multidisciplinary design optimization; genetic algorithms; micro-air vehicle; conceptual design;
D O I
10.1016/S0952-1976(02)00072-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper investigates the feasibility of automating the conceptual design of a micro-air vehicle on a personal computer system. The proposed design methodology adopts the use of genetic algorithms as the search engine in the design process. The multidisciplinary optimization problem here is to maximize the lift-to-drag. ratio subjected to static longitudinal stability, performance and physical constraints. The six design parameters chosen are angle of attack, main wing twist angle, winglet span, main wing chord length, main wing taper ratio and winglet taper ratio. A case study has been carried out to compare the performance of using genetic algorithms with well-established non-linear optimization method based on sequential quadratic programming. (C) 2003 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:439 / 445
页数:7
相关论文
共 13 条
[1]  
[Anonymous], 1975, Ann Arbor
[2]  
[Anonymous], 1991, FDN GENETIC ALGORITH
[3]  
DEJONG KA, 1975, DISS ABSTR INT B, V41, pB3503
[4]  
FALKNER VM, 1943, 1910 ARC R M NAT PHY
[5]  
GOLDBERG DE, 1989, GENETIC ALGORITHM SE
[6]  
MARGASON RJ, 1985, AIAA 23 AER SCI M AI
[7]  
Morris S. J., 1997, P 1 INT C EM TECHN M
[8]   Predictive Models for the Breeder Genetic Algorithm I. Continuous Parameter Optimization [J].
Muehlenbein, Heinz ;
Schlierkamp-Voosen, Dirk .
EVOLUTIONARY COMPUTATION, 1993, 1 (01) :25-49
[9]  
MURMAN EM, 1986, AGARD S APPL COMP FL
[10]   Multidisciplinary design and prototype development of a micro air vehicle [J].
Rais-Rohani, M ;
Hicks, GR .
JOURNAL OF AIRCRAFT, 1999, 36 (01) :227-234