Visualization methodologies in aircraft design

Collection of Technical Papers - 10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference

Volumn 3, Issue , 2004, Pages 1685-1697

  Holden, Carren M E ^a   Keane, Andy J ^b  

^a LOUGHBOROUGH UNIVERSITY   (United Kingdom)

^b UNIVERSITY OF SOUTHAMPTON   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

AERODYNAMICS; COMPUTATIONAL FLUID DYNAMICS; COST BENEFIT ANALYSIS; DESIGN; HIERARCHICAL SYSTEMS; OPTIMIZATION; VISUALIZATION;

AIRCRAFT DESIGN; GENERATIVE TOPOGRAPHIC MAPPING (GTM); HIERARCHICAL AXIS TECHNIQUE (HAT); SELF-ORGANIZING MAPS (SOM);

AIRCRAFT;

EID: 20344363649     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2004-4449     Document Type: Conference Paper

References (21)

1. P. Audze and V. Eglais, "New approach for planning experiments." Problems of Dynamics and Strengths, 35:104-107, 1977. Riga Zinatne Publishing House.
2. A.Chatterjee, P.P. Das, and S. Bhattacharya. "Visualization in linear programming using parallel coordinates." Pattern Recognition, 26(11): 1725-1736, 1993.
3. G. Grubel, H. D. Joos, M.Otter, and R. Finsterwalder. "The {ANDECS} design environment for control engineering." In IFAC 12th Triennial World Congress, Sydney, Australia, pages 789-796, 1993.
4. P. J. Huber. "Projection pursuit." The Annals of Statistics, 13:435-475, 1985.
5. C.V. Jones. "Visualization and Optimization." Operations Research/Computer Science Interfaces. Kluwer Academic Publishers, 1996.
6. D. Jones, M. Schonlau, and W. Welch. "Efficient global optimization of expensive black-box functions." Journal of Global Optimization, 13:455-492, 1998.
7. D. R. Jones, "A taxonomy of global optimization methods based on response surfaces," Journal of Global Optimization, vol. 21, pp. 345-383, 2001.
8. T. Kohonen. Self-Organizing Maps. Number ISBN: 3-540-67921-9. Springer-Verlag, 2000.
9. P.C. Matthews, The Application of Self-Organising Maps in Conceptual Design, Ph.D. thesis, Fitzwilliam College, University of Cambridge, June 2001.
10. M.D. McKay, R. J. Beckham and W. J. Conover, "A comparison of three methods for selecting values of input variables in the analysis of output from a computer code.," Techometrics, vol. 21, no. 2, pp. 239-245, 1979.
11. T. Mihalalisin, J. Timlin, and J. Schwegler, "Visualizing multivariate functions, data and distributions," in Readings in Information Visualization: Using Vision to Think, S. K. Card, J. Mackinlay, and B. Shneiderman, Editors., ISBN 1-55860-533-9, pp. 115-125. Morgan Kaufmann, 1999.
12. K. Morgan, J. Peraire and J. Peiro, "Unstructured grid methods for compressible flows", Special Course on Unstructured Grid Methods for Advection Dominated Flows, AGARD Report 787, March 1992.
13. J. Sacks, W.J. Welch, T.J. Mitchell, and H.P. Wynn. "Design and analysis of computer experiments." Statistical Science, 4(4):409-435, 1989.
14. R.B. Statnikov and J.B. Matusov. MultiCriteria Optimization and Engineering. Chapman & Hall Publishers, ISBN 0-412-99231-0.
15. L. Tweedie, R. Spence, H. Dawkes, and Hua Su. "Externalising abstract mathematical models." In.K. Card, J. Mackinlay, and B. Shneiderman, editors, Readings in Information Visualization: Using Vision to Think, number 1-55860-533-9, pages 276-284. Morgan Kaufmann, 1999.
16. W.J. Welch, R.J. Buck, J.Sacks, H.P. Wynn, T.J. Mitchell, and M.D. Morris. "Screening, predicting, and computer experiments." Techometrics, 34:15-25, 1992.
17. Messac, A., and Chen, X., "Visualizing the Optimization Process in Real-Time Using Physical Programming," Engineering Optimization, Vol 32, no. 5, May 2000.
18. B. Grossman, R. T. Haftka, W. H. Mason, L. T. Watson, C. Baker, S. Balabanov, S. Cox, A. Giunta, H. Kim, D. Knill, and D. Krasteva, "Effective use of surrogate models in aircraft design," Presentation at First International Workshop on Surrogate Modelling and Space Mapping for Engineering Optimization - held in Lyngby, Denmark, November 16-18th 2000.
19. Markus Svensen. '"GTM: The Generative Topographic Mapping." PhD thesis, Aston University, Birmingham, UK, 1998.
20. C.M.E. Holden and A. J. Keane, "Design by Space Transformation from high to low dimensions", PATENT filed, October 2003, UK GB, Application GB0323848.2.
21. I.T. Nabney. "Algorithms for Pattern Recognition", ISBN 1-85233-440-1. Springer, 2001.