Geodesic
Optimization of metamaterial phase manipulator parameters using neural network modeling and genetic algorithm
Problemy fiziki, matematiki i tehniki, no. 1 (2025), pp. 58-63.

Voir la notice de l'article provenant de la source Math-Net.Ru

To predict the characteristics of the metamaterial-phase-manipulator, the optimization of the relevant parameters of such a device was carried out using an artificial neural network and a genetic algorithm. It is shown that the relative error in determining the values of the investigated parameters did not exceed 1% compared to the values calculated by the finite element method.
Keywords: metamaterial, phase manipulator, planar spiral, artificial neural networks, genetic algorithms. 
@article{PFMT_2025_1_a8,
     author = {P. V. Somov and A. L. Samofalov and Yu. V. Nikitjuk and S. A. Khakhomov and I. V. Semchenko and Dazhi Ding},
     title = {Optimization of metamaterial phase manipulator parameters using neural network modeling and genetic algorithm},
     journal = {Problemy fiziki, matematiki i tehniki},
     pages = {58--63},
     publisher = {mathdoc},
     number = {1},
     year = {2025},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/PFMT_2025_1_a8/}
}
TY  - JOUR
AU  - P. V. Somov
AU  - A. L. Samofalov
AU  - Yu. V. Nikitjuk
AU  - S. A. Khakhomov
AU  - I. V. Semchenko
AU  - Dazhi Ding
TI  - Optimization of metamaterial phase manipulator parameters using neural network modeling and genetic algorithm
JO  - Problemy fiziki, matematiki i tehniki
PY  - 2025
SP  - 58
EP  - 63
IS  - 1
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/PFMT_2025_1_a8/
LA  - en
ID  - PFMT_2025_1_a8
ER  - 
%0 Journal Article
%A P. V. Somov
%A A. L. Samofalov
%A Yu. V. Nikitjuk
%A S. A. Khakhomov
%A I. V. Semchenko
%A Dazhi Ding
%T Optimization of metamaterial phase manipulator parameters using neural network modeling and genetic algorithm
%J Problemy fiziki, matematiki i tehniki
%D 2025
%P 58-63
%N 1
%I mathdoc
%U http://geodesic.mathdoc.fr/item/PFMT_2025_1_a8/
%G en
%F PFMT_2025_1_a8
P. V. Somov; A. L. Samofalov; Yu. V. Nikitjuk; S. A. Khakhomov; I. V. Semchenko; Dazhi Ding. Optimization of metamaterial phase manipulator parameters using neural network modeling and genetic algorithm. Problemy fiziki, matematiki i tehniki, no. 1 (2025), pp. 58-63. http://geodesic.mathdoc.fr/item/PFMT_2025_1_a8/