COMPUTATIONAL EFFICIENCY OF AN ARTIFICIAL NEURAL NETWORK IN OPTIMIZING THE OPERATING CONDITIONS OF PATCH ANTENNAS

• Date: 2026
• Main Authors: Butov, S., Tuz, A., Morozova, O., Vinnichenko, S., Khardikov, O., Shulga, S.
• Format: Article
• Language: English
• Published: Видавничий дім «Академперіодика» 2026
• Subjects: artificial neural network (ANN); activation function; adaptive optimizer; microstrip patch antenna; automatic antenna design
• Online Access: http://rpra-journal.org.ua/index.php/ra/article/view/1494
• Journal Title: Radio physics and radio astronomy

Subject and Purpose. Designing antennas with desired operational features is a complex optimization problem addressing a large number of parameters and nonlinear relationships. Artificial neural networks (ANNs) have had strong potential in antenna engineering. The ability to approximate nonlinear fu...