RNDr. Marko Genyk-Berezovskyj

Autoři: Kordík, P., Šnorek, M., RNDr. Marko Genyk-Berezovskyj,
Publikace: Proceedings of the International Joint Conference on Neural Networks. Piscataway: IEEE, 2004. p. 2343-2346. ISBN 0-7803-8360-5.
Rok: 2004

Pracoviště: Katedra počítačů
Anotace:
Our research draws on experience with Group Method of Data Handling (GMDH) introduced by Ivachknenko in 1966. We have modified Multilayered Iterative Algorithm (MIA) that is commonly used to generate inductive models of real-world systems. In our algorithm heterogeneous units are used instead of units with given polynomial transfer function and therefore Hybrid Inductive Models (HIMs) are generated. This paper shows how to improve the efficiency of search for optimal HIMs. This is attained by employing Deterministic Crowding (DC) method proposed by Mahfoud in 1995. As a by-product of using DC method, we can estimate the importance of input variables for modeled output (sensitivity analysis).

Autoři: Kordík, P., Ing. Pavel Náplava, Ph.D., Šnorek, M., RNDr. Marko Genyk-Berezovskyj,
Publikace: Control Systems and Computers. 2003,(2), 68-75. ISSN 0130-5395.
Rok: 2003

Autoři: Ing. Božena Mannová, Ph.D., RNDr. Marko Genyk-Berezovskyj, Kolář, J.
Publikace: Proceedings of Workshop 2002. Praha: České vysoké učení technické v Praze, 2002, pp. 376-377. ISBN 80-01-02511-X.
Rok: 2002

Autoři: Kordík, P., Ing. Pavel Náplava, Ph.D., Šnorek, M., RNDr. Marko Genyk-Berezovskyj,
Publikace: International Conference on Inductive Modeling - ICIM 2002. Lviv: State Scientific and Research Institute of Information Infrastructure, 2002, pp. 150-155. ISSN 0135-5465.
Rok: 2002

Autoři: Ing. Božena Mannová, Ph.D., RNDr. Marko Genyk-Berezovskyj,
Publikace: Proceedings of Workshop 2002. Praha: České vysoké učení technické v Praze, 2002, pp. 380-381. ISBN 80-01-02511-X.
Rok: 2002

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