Hybrid game strategies for Multi-Objective problems in aerospace design

D. S. Lee; L. F. Gonzalez; J. Periaux; K. Srinivas

Hybrid game strategies for Multi-Objective problems in aerospace design

D. S. Lee, L. F. Gonzalez, J. Periaux, K. Srinivas

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

Abstract

Game strategies have been developed in past decades and used in the field of economics, engineering, computer science and biology due to their efficiency in solving design optimisation problems. In addition, research on Multi-Objective (MO) and Multidisciplinary Design Optimisation (MDO) has focused on developing robust and efficient optimisation method to produce quality solutions with less computational time. In this paper, a new optimisation method Hybrid Game Strategy for MO problems is introduced and compared to CMA-ES based optimisation approach. Numerical results obtained from both optimisation methods are compared in terms of computational expense and model quality. The benefits of using Game-strategies are demonstrated.

Original language	English
Title of host publication	47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition
Place of Publication	Orlando, Florida, USA
Publisher	The American Institute of Aeronautics and Astronautics (AIAA)
Pages	1-17
Number of pages	17
ISBN (Electronic)	9781563479694
Publication status	Published - 2009
Event	47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition - Orlando, FL, United States Duration: 5 Jan 2009 → 8 Jan 2009

Other

Other	47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition
Country/Territory	United States
City	Orlando, FL
Period	5/01/09 → 8/01/09

Cite this

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title = "Hybrid game strategies for Multi-Objective problems in aerospace design",

abstract = "Game strategies have been developed in past decades and used in the field of economics, engineering, computer science and biology due to their efficiency in solving design optimisation problems. In addition, research on Multi-Objective (MO) and Multidisciplinary Design Optimisation (MDO) has focused on developing robust and efficient optimisation method to produce quality solutions with less computational time. In this paper, a new optimisation method Hybrid Game Strategy for MO problems is introduced and compared to CMA-ES based optimisation approach. Numerical results obtained from both optimisation methods are compared in terms of computational expense and model quality. The benefits of using Game-strategies are demonstrated.",

author = "Lee, {D. S.} and Gonzalez, {L. F.} and J. Periaux and K. Srinivas",

year = "2009",

language = "English",

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booktitle = "47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition",

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Lee, DS, Gonzalez, LF, Periaux, J & Srinivas, K 2009, Hybrid game strategies for Multi-Objective problems in aerospace design. in 47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition., 2009-0969, The American Institute of Aeronautics and Astronautics (AIAA), Orlando, Florida, USA, pp. 1-17, 47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition, Orlando, FL, United States, 5/01/09.

Hybrid game strategies for Multi-Objective problems in aerospace design. / Lee, D. S.; Gonzalez, L. F.; Periaux, J. et al.

47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition. Orlando, Florida, USA : The American Institute of Aeronautics and Astronautics (AIAA), 2009. p. 1-17 2009-0969.

Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

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Hybrid game strategies for Multi-Objective problems in aerospace design

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