Genetic algorithm optimisation of mathematical models using distributed computing

Applied Intelligence

Volumn 23, Issue 1, 2005, Pages 21-32

  Dunn, S ^a,b   Peucker, S ^a   Perry, J ^a  

^a DEFENCE SCIENCE AND TECHNOLOGY ORGANISATION   (Australia)

^b Aircraft Structural Dynamics and Aeroelasticity   (Australia)

Author keywords

Aeroelastic instability; Distributed computing; Flutter; Genetic algorithm

Indexed keywords

AEROELASTIC INSTABILITY; COMPUTING ENVIRONMENT; DISTRIBUTED COMPUTING; STRUCTURAL DYNAMICS;

AERODYNAMICS; CORRELATION METHODS; DISTRIBUTED COMPUTER SYSTEMS; FLUTTER (AERODYNAMICS); MATHEMATICAL MODELS; OPTIMIZATION;

GENETIC ALGORITHMS;

EID: 21244459889     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1007/s10489-005-2369-1     Document Type: Conference Paper

References (17)

1. S.A. Dunn, "Optimised structural dynamic aircraft finite element models involving mass, stiffness and damping elements," in Proceedings of the International Forum on Aeroelasticity and Structural Dynamics, Madrid, Spain, 5-7 June 2001, pp. 387-396.
2. S.A. Dunn, "Modified genetic algorithm for the identification of aircraft structures," J. Aircraft, vol. 34, no. 2, pp. 251-253, 1997.
3. M.I. Friswell and J.E. Mottershead, "Best practice in finite element model updating," in Proceedings of the International Forum on Aeroelasticity and Structural Dynamics, Manchester, U.K., 26-28 June 1995, pp. 57.1-57.11.
4. J.K. Mottershead and M.I. Friswell, "Model updating in structural dynamics: A Survey," Journal of Sound and Vibration, vol. 167, no. 2, pp. 347-375, 1993.
5. S.A. Dunn, "Technique for unique optimization of dynamic finite element models," J. Aircraft, vol. 36, no. 6, pp. 919-925, 1999.
6. J.H. Holland, "Genetic algorithms," Scientific American, pp. 44-50, July 1992.
7. S. Forrest, "Genetic algorithms: Principles of natural selection applied to computation," Science, vol. 261, pp. 872-878, 1992.
8. D.E. Goldberg, Genetic Alorithms in Search Optimization & Machine Learning, Addison-Wesley Publishing Company: inc. Reading MA, USA, 1989.
9. M. Mitchell, An Introduction to Genetic Algorithms, The MIT Press: Cambridge, MA, USA, 1996.
10. C. Mares and C. Surace, "Finite Element Model Updating Using a Genetic Algorithm," in Proceedings of the 2nd Int. Conf. Structural Dynamics Modelling - Test, Analysis and Correlation, Cumbrial, UK, July 3-5, 1996, pp. 41-52.
11. R.I. Levin and N.A.J. Lieven, "Dynamic finite element model updating using simulated annealing and genetic algorithms," in Proceedings of the 15th Int. Modal Analysis Conf., Orlando FL, USA, Feb. 3-6, 1997, pp. 1195-1201.
12. K. KrishnaKumar, "Micro genetic algorithms for stationary and non-stationary function optimization", in SPIE Proceedings Volume 1196, SPIE Intelligent Control and Adaptive Systems Meeting (Philadelphia, PA), Society of Phot-Optical Instrumentation Engineers, 1989, paper pp. 1196-32.
13. H. Muir, "First contact," New Scientist, vol. 159, no. 2144, p. 46, 25th July 1998.
14. M. Tomassini, "Parallel and distributed evolutionary algorithms: A review," in Evolutionary Algorithms in Engineering & Computer Science, edited by K. Miettinen, M. Mäkelä, P. Neittaanmäki, and J. Periaux, J. Wiley & Sons: Chichester, UK, pp. 113-133, 1999.
15. B. Zorman, G.M. Kapfhammer, and R.S. Roos, "Creation and analysis of a JavaSpace-Based distributed genetic algorithm," in 8th Int. Conf. on Parallel and Distributed Processing Techniques and Applications, Las Vegas, Nevada, USA, June 2002, pp. 1107-1112.
16. M. Dickinson, CF-18/GBU24 Ground Vibration Test Report, Bombardier Inc. Canadair, Montreal, Canada, 1995.
17. J. Kennedy, R.C. Eberhart and Y.Shi, Swarm Intelligence, Morgan Kaufmann Publishers: San Francisco, CA, USA, 2001.