Parallel evolutionary optimization of structures

  • Georg Thierauf University of Essen
  • Jianbo Cai University of Essen

Abstract

By introducing a variable coding technique, a parallel optimization method based on a combination of GAs and ESs is presented. The advantages of both GAs and ESs, like coding of genetic information and adaptation of optimization parameters, are enhanced by this new method.

Keywords

References

[1] J. Cai Discrete Optimization of Structures under Dynamic Loading by Using Sequential and Parallel Evolution Strategies (in German). Doctoral Dissertation. Department of Civil Engineering, University of Essen, Germany, 1995.
[2] K.A. Dejong. Analysis of the Behaviour of a Class of Genetic Adaptive Systems. Ph. D. Thesis, University of Michigan, Ann Arbor, MI. 1975
[3] F. Hoffmeister, T. Baeck. Genetic Algorithms and Evolution Strategies: Similarities and Differences. Technical Report No. SYS-1/ 92, University of Dortmund, 1992.
[4] J. Holland. Adaptation in Natural and Artificial Systems. University of Michigan Press, Ann Arbor, Mich., 1975.
[5] U. Kirsch. Structural Optimization - Fundamentals and Applications. Springer-Verlag, Berlin, 1993.
Published
Mar 30, 2023
How to Cite
THIERAUF, Georg; CAI, Jianbo. Parallel evolutionary optimization of structures. Computer Assisted Methods in Engineering and Science, [S.l.], v. 7, n. 4, p. 735-742, mar. 2023. ISSN 2956-5839. Available at: <https://cames.ippt.pan.pl/index.php/cames/article/view/1226>. Date accessed: 14 nov. 2024.
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Issue
Vol 7 No 4 (2000)
Section
Articles
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