Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory
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Itogi Nauki i Tekhniki. Sovremennaya Matematika i ee Prilozheniya. Tematicheskie Obzory, 2019, Volume 166, Pages 3–9
DOI: https://doi.org/10.36535/0233-6723-2019-166-3-9 (Mi into472) 		 
On a certain learning algorithm for logical neural networks

D. P. Dimitrichenko

Institute of Applied Mathematics and Automation, Nalchik
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DOI: https://doi.org/10.36535/0233-6723-2019-166-3-9
Abstract: In this paper, we propose an algorithm for constructing variable-valued logical functions in the case of adding new production rules. The algorithm proposed serves as the basis for the method of constructive learning for logical neural networks based on variable-valued predicates.
Keywords: variable-valued predicate, variable-valued logical function, learning sample, production rule, logical neural network, constructive learning algorithm.
Funding agency Grant number
Russian Foundation for Basic Research 18-01-00050
This work was supported by the Russian Foundation for Basic Research (project No 18-01-00050).
Bibliographic databases:
Document Type: Article
UDC: 519.716
MSC: 68T27
Language: Russian
Citation: D. P. Dimitrichenko, “On a certain learning algorithm for logical neural networks”, Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II, Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz., 166, VINITI, Moscow, 2019, 3–9
Citation in format AMSBIB
\Bibitem{Dim19}
\by D.~P.~Dimitrichenko
\paper On a certain learning algorithm for logical neural networks
\inbook Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II
\serial Itogi Nauki i Tekhniki. Sovrem. Mat. Pril. Temat. Obz.
\yr 2019
\vol 166
\pages 3--9
\publ VINITI
\publaddr Moscow
\mathnet{http://mi.mathnet.ru/into472}
\crossref{https://doi.org/10.36535/0233-6723-2019-166-3-9}
\elib{https://elibrary.ru/item.asp?id=42351061}
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