On a certain learning algorithm for logical neural networks
Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory, Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II, Tome 166 (2019), pp. 3-9
Voir la notice de l'article provenant de la source Math-Net.Ru
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, logical neural network, constructive learning algorithm.
Mots-clés : production rule
Mots-clés : production rule
@article{INTO_2019_166_a0,
author = {D. P. Dimitrichenko},
title = {On a certain learning algorithm for logical neural networks},
journal = {Itogi nauki i tehniki. Sovremenna\^a matematika i e\"e prilo\v{z}eni\^a. Temati\v{c}eskie obzory},
pages = {3--9},
publisher = {mathdoc},
volume = {166},
year = {2019},
language = {ru},
url = {http://geodesic.mathdoc.fr/item/INTO_2019_166_a0/}
}
TY - JOUR AU - D. P. Dimitrichenko TI - On a certain learning algorithm for logical neural networks JO - Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory PY - 2019 SP - 3 EP - 9 VL - 166 PB - mathdoc UR - http://geodesic.mathdoc.fr/item/INTO_2019_166_a0/ LA - ru ID - INTO_2019_166_a0 ER -
%0 Journal Article %A D. P. Dimitrichenko %T On a certain learning algorithm for logical neural networks %J Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory %D 2019 %P 3-9 %V 166 %I mathdoc %U http://geodesic.mathdoc.fr/item/INTO_2019_166_a0/ %G ru %F INTO_2019_166_a0
D. P. Dimitrichenko. On a certain learning algorithm for logical neural networks. Itogi nauki i tehniki. Sovremennaâ matematika i eë priloženiâ. Tematičeskie obzory, Proceedings of the IV International Scientific Conference "Actual Problems of Applied Mathematics". Kabardino-Balkar Republic, Nalchik, Elbrus Region, May 22–26, 2018. Part II, Tome 166 (2019), pp. 3-9. http://geodesic.mathdoc.fr/item/INTO_2019_166_a0/