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”, PFMT, 2025, Issue 1(62),Pages <nobr>58

PHYSICS

Optimization of metamaterial phase manipulator parameters using neural network modeling and genetic algorithm

P. V. Somov^a, A. L. Samofalov^a, Yu. V. Nikitjuk^a, S. A. Khakhomov^a, I. V. Semchenko^b, Dazhi Ding^c

^a Francisk Skorina Gomel State University
^b SSPA “Optics, Optoelectronics and Laser Technology”, Minsk
^c Nanjing University of Science and Technology

Abstract: 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.

UDC: 537.876:621.3.09

Received: 20.01.2025

Language: English

DOI: 10.54341/20778708_2025_1_62_58