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Optimization in aircraft engineering including approximate structural evaluations by support vector machines

  1. Peter Kaletta1,*,
  2. Klaus Wolf1,*,
  3. Andreas Fischer2,*,
  4. Kristina Löschner2

Article first published online: 22 DEC 2004

DOI: 10.1002/pamm.200410287

Issue

PAMM

PAMM

Volume 4, Issue 1, pages 612–613, December 2004

Additional Information

How to Cite

Kaletta, P., Wolf, K., Fischer, A. and Löschner, K. (2004), Optimization in aircraft engineering including approximate structural evaluations by support vector machines. Proc. Appl. Math. Mech., 4: 612–613. doi: 10.1002/pamm.200410287

Author Information

  1. 1

    Technische Universität Dresden, Institute of Aerospace Engineering

  2. 2

    Technische Universität Dresden, Institute of Numerical Mathematics

*Phone: +49 0351 463 38496, Fax: +49 0351 463 37263

Publication History

  1. Issue published online: 22 DEC 2004
  2. Article first published online: 22 DEC 2004

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References

  • [1]
    P. Kaletta, K. Wolf, Strukturoptimierung von Flugzeugstrukturen mit Hilfe von evolutionären Algorithmen, in: Jahrbuch 2000 der Deutschen Gesellschaft für Luft- und Raumfahrt, (DGLR, Bonn, 2000), Vol. 3, pp. 1–10.
  • [2]
    P. Kaletta, K. Wolf, Optimization of composite aircraft panels using evolutionary computation methods, in: Proc. 22nd ICAS Conference, (ICAS, Les Mureaux Cedex, 2000), pp. 411.1–411.10.
  • [3]
    P. Kaletta, K. Wolf, A. Fischer, Structural optimization in aircraft engineering using support vector machines, in: Operations research proceedings 2003, edited by D. Ahr, R. Fahrion, M. Oswald, G. Reinelt, (Springer, Heidelberg, 2004).
  • [4]
    K. Löschner, SVM Based Approximation in Structural Optimization, Diploma Thesis, Dresden University of Technology, (2003).
  • [5]
    O. L. Mangasarian, Data mining via Support Vector Machines, in: System Modeling and Optimization XX, edited by E.W. Sachs and R. Tichatschke, (Kluwer Academic Publishers, Boston, 2003), pp. 91–112.
  • [6]
    H.-P. Schwefel, Evolution and Optimum Seeking, (Wiley-Interscience, New York, 1994).
  • [7]
    K. Wolf, Optimization of composite sandwich panels using evolutionary computation methods, in: Proc. 42nd Structures, Structural Dynamics and Material Conference, AIAA 2001-1277, (2001, AIAA, Reston), pp. 1–11.
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