Robust airfoil optimization based on improved particle swarm optimization method

Applied Mathematics and Mechanics (English Edition)

Volumn 32, Issue 10, 2011, Pages 1245-1254

  Wang, Yuan Yuan ^a   Zhang, Bin Qian ^a   Chen, Ying Chun ^a,b  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

^b Shanghai Aircraft Design and Research Institute   (China)

Author keywords

modified back propagation (BP) neutral network; modified particle swarm method; robust design; supercritical character; surrogate model

Indexed keywords

MODIFIED PARTICLE SWARM METHOD; NEUTRAL NETWORK; ROBUST DESIGNS; SUPER-CRITICAL; SURROGATE MODEL;

AERODYNAMICS; AIRFOILS; ALGORITHMS; BACKPROPAGATION; CONVERGENCE OF NUMERICAL METHODS; PARAMETER ESTIMATION; VELOCITY CONTROL;

PARTICLE SWARM OPTIMIZATION (PSO);

EID: 80855139332     PISSN: 02534827     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10483-011-1497-x     Document Type: Article

References (11)

1. Kennedy, J. and Eberhart, R. C. Particle swarm optimization. Proceedings of the 1995 IEEE International Conference on Neural Networks, Vol. 4, Perth, Australia, 1942-1948 (1995)
2. Eberhart, R. C. and Kennedy, J. A new optimizer using particles swarm theory. Sixth International Symposium on Micro Machine and Human Science, Nagoya, Japan, 39-43 (1995)
3. R. C. Eberhart Y. Shi 2000 Comparing inertia weights and constriction factors in particle swarm optimization Proceedings of IEEE Congress on Evolutionary Computation 1 84 88
4. R. C. Eberhart Y. Shi 2001 Particle swarm optimization: developments, applications and resources Proceedings of IEEE Congress on Evolutionary Computation 2 81 86 (Pubitemid 32806322)
5. A. A. Abido 2001 Particle swarm optimization for multimachine power system stabilizer design Proceedings of IEEE Power Engineering Society Summer Meeting 3 1346 1351
6. D. W. Boering D. H. Werner 2004 Particle swarm optimization versus genetic algorithms for phased array synthesis IEEE Transactions on Antennas and Propagation 52 3 771 779 10.1109/TAP.2004.825102
7. S. Gao B. Han X. J. Wu J. Y. Yang 2004 Solving traveling salesman problem by hybrid particle swarm optimization algorithm (in Chinese) Control and Decision 19 11 1286 1289 2101622 1125.90400 (Pubitemid 40089394)
8. J. F. Ding W. J. Li Y. Zhang W. Tang 2007 Robust airfoil optimization based on response surface method (in Chinese) Acta Aerodynamica Sinica 25 1 19 22
9. Patnaik, S. N. Neural Network and Regression Approximations in High Speed Civil Transport Aircraft Design Optimization, NASA/TM-1998-206316, New York (1998)
10. M. D. McKay R. J. Beckman 1979 A comparison of three methods for selecting values of input variables in the analysis of output from a computer code Technometrics 21 2 239 245 533252 0415.62011 10.2307/1268522 (Pubitemid 9452235)
11. R. M. Hinks P. A. Henne 1978 Wing design by numerical optimization Journal of Aircraft 15 7 407 412 10.2514/3.58379