132 citations · 538 across the 17 of their papers we have counts for
6 papers · 1 filter
Artificial neural networks in calibration of nonlinear mechanical models
Tomáš Mareš, Eliška Janouchová, Anna Kučerová
Rapid development in numerical modelling of materials and the complexity of new models increases quickly together with their computational demands. Despite the growing performance…
Back analysis of microplane model parameters using soft computing methods
A. Kucerova, M. Leps, J. Zeman
A new procedure based on layered feed-forward neural networks for the microplane material model parameters identification is proposed in the present paper. Novelties are usage of t…
Novel anisotropic continuum-discrete damage model capable of representing localized failure of massive structures. Part II: identification from tests under heterogeneous stress field
A. Kucerova, D. Brancherie, A. Ibrahimbegovic +2
In Part I of this paper we have presented a simple model capable of describing the localized failure of a massive structure. In this part, we discuss the identification of the mode…
A competitive comparison of different types of evolutionary algorithms
O. Hrstka, A. Kucerova, M. Leps +1
This paper presents comparison of several stochastic optimization algorithms developed by authors in their previous works for the solution of some problems arising in Civil Enginee…
Improvements of real coded genetic algorithms based on differential operators preventing premature convergence
O. Hrstka, A. Kucerova
This paper presents several types of evolutionary algorithms (EAs) used for global optimization on real domains. The interest has been focused on multimodal problems, where the dif…
Optimal design and optimal control of structures undergoing finite rotations and elastic deformations
A. Ibrahimbegovic, C. Knopf-Lenoir, A. Kucerova +1
In this work we deal with the optimal design and optimal control of structures undergoing large rotations. In other words, we show how to find the corresponding initial configurati…