Genetic optimal shape design of thin axisymmetric shells and axisymmetric structures

  • Jean Luc Marcelin Domaine Universitaire

Abstract

This work gives some applications of genetic algorithms for shape optimization of thin axisymmetric shells and axisymmetric structures. Calculations are relatively fast for thin axisymmetric shells. For general axisymmetric structures, the concept of mobile or fixed substructures is used and associated to an automatic mesh generator, so calculations are also relatively fast for axisymmetric structures. The limitations or the optimization constraints are included in the chromosomes coding. Three applications are presented; the first one deals with the optimization of the shape of a drop of water, the second one deals with the optimization of the shape of a bottle, and the third one deals with the optimization of the shape of a hydraulic hammer's rear bearing.

Keywords

shape optimization, axisymmetric shells, axisymmetric structures, genetic algorithms,

References

[1] J . Blachut. Optimal barreling of steel shells via simulated annealing algorithm. Comput. Struct., 81(18- 19): 1941- 1956, 2003.
[2] J .R. Cho, K.W. Kim, J.K. Lee, T.H. Park, W.Y. Lee. Axisymmetric modal analysis of liquid-storage tanks considering compressibility effects. Int. J. Num. Meth. Engrg., 55(6): 733-752, 2002.
[3] E.A. Divo, A.J. Kassab, M.S. Ingber. Shape optimization of acoustic scattering bodies. Engrg. Anal. Boundary Elem., 27(7) : 695-703., 2003.
[4] D.E. Goldberg. Genetic Algorithm in Search, Optimization, and Machine Learning. Addison-Wesley, 1989.
[5] R. Harte, W.B. Kratzig. Large-scale cooling towers as part of an efficient and cleaner energy generating technology. Thin Walled Structures, 40(7-8): 651-664, 2002.
Published
Sep 7, 2022
How to Cite
MARCELIN, Jean Luc. Genetic optimal shape design of thin axisymmetric shells and axisymmetric structures. Computer Assisted Methods in Engineering and Science, [S.l.], v. 14, n. 1, p. 43-51, sep. 2022. ISSN 2956-5839. Available at: <https://cames.ippt.pan.pl/index.php/cames/article/view/854>. Date accessed: 17 may 2024.
Section
Articles