Proceedings Vol. 11 (2005)
ENGINEERING MECHANICS 2005
May 9 – 12, 2005, Svratka, Czech Republic
Copyright © 2005 Institute of Mechanics of Solids, Faculty of Mechanical Engineering, Bruno University of Technology, Brno
ISSN 1805-8248 (printed)
ISSN 1805-8256 (electronic)
list of papers scientific commitee
pages 187 - +11p., full text
In this paper we present an identification method of microplane model parameters from results of experiments in a uniaxial deformation on concrete. Novelties are usage of the Latin Hypercube Sampling method for generation of training sets, a sensitivity analysis and genetic algorithm based training of a neural network by the evolutionary algorithm SADE. Advantages and disadvantages of this approach together with possible extensions are thoroughly discussed and analyzed.
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