Coupling hybrid-game strategies with particle swarm optimisation for multi-objective high lift systems design optimisation


Autoria(s): Lee, D-S.; Periaux, J.; Gonzalez, L.F.; Onate, E.
Contribuinte(s)

Papadrakakis, M.

Onate, E.

Schrefler, B.

Data(s)

2011

Resumo

This paper investigates the High Lift System (HLS) application of complex aerodynamic design problem using Particle Swarm Optimisation (PSO) coupled to Game strategies. Two types of optimization methods are used; the first method is a standard PSO based on Pareto dominance and the second method hybridises PSO with a well-known Nash Game strategies named Hybrid-PSO. These optimization techniques are coupled to a pre/post processor GiD providing unstructured meshes during the optimisation procedure and a transonic analysis software PUMI. The computational efficiency and quality design obtained by PSO and Hybrid-PSO are compared. The numerical results for the multi-objective HLS design optimisation clearly shows the benefits of hybridising a PSO with the Nash game and makes promising the above methodology for solving other more complex multi-physics optimisation problems in Aeronautics.

Formato

application/pdf

Identificador

http://eprints.qut.edu.au/46358/

Publicador

International Center for Numerical Methods in Engineering (CIMNE)

Relação

http://eprints.qut.edu.au/46358/1/2011011727.E1.Gonzalez.eprints.pdf

http://congress.cimne.com/coupled2011/frontal/default.asp

Lee, D-S., Periaux, J., Gonzalez, L.F., & Onate, E. (2011) Coupling hybrid-game strategies with particle swarm optimisation for multi-objective high lift systems design optimisation. In Papadrakakis, M., Onate, E., & Schrefler, B. (Eds.) Proceedings of the IV International Conference on Computational Methods for Coupled Problems in Science and Engineering, International Center for Numerical Methods in Engineering (CIMNE), Kos International Convention Centre, Kos Island, Greece.

Direitos

Copyright 2011 The Authors.

Fonte

Australian Research Centre for Aerospace Automation; Faculty of Built Environment and Engineering; School of Engineering Systems

Palavras-Chave #010303 Optimisation #090104 Aircraft Performance and Flight Control Systems #091303 Autonomous Vehicles #Hybrid-game Strategies #PSO #High Lift Systems Design #Optimisation #Multi-objective
Tipo

Conference Paper