<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>In this research paper, the application of Artificial Neural Networks (ANN) for designing antennas is introduced. The primary objective of this optimization technique is to focus on the antenna’s parameters to achieve a desirable S<sub>11</sub> value, which is a key metric of an antenna’s performance. To demonstrate the effectiveness of this approach, the optimization method to design three different antennas using the Numerical Analyzer (MATLAB) tool is employed. Through this study, it is tried to provide new insights into the optimization of antenna design using ANN and demonstrate its potential applications in the field of antenna engineering. The results of this research could potentially lead to the development of more efficient and effective antenna systems with improved performance in various applications.</p>
</abstract>

In this research paper, the application of Artificial Neural Networks (ANN) for designing antennas is introduced. The primary objective of this optimization technique is to focus on the antenna’s parameters to achieve a desirable S11 value, which is a key metric of an antenna’s performance. To demonstrate the effectiveness of this approach, the optimization method to design three different antennas using the Numerical Analyzer (MATLAB) tool is employed. Through this study, it is tried to provide new insights into the optimization of antenna design using ANN and demonstrate its potential applications in the field of antenna engineering. The results of this research could potentially lead to the development of more efficient and effective antenna systems with improved performance in various applications.

A Framework for Optimizing Antenna Through Genetic Algorithm-Based Neural Network

Electrical and Electronics Engineering Dept

Acta Marisiensis. Seria Technologica

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

In this research paper, the application of Artificial Neural Networks (ANN) for designing antennas is introduced. The primary objective of this optimization...

A Framework for Optimizing Antenna Through Genetic Algorithm-Based Neural Network

Publicado en línea: 09 jun 2023

Páginas: 49 - 53

DOI: https://doi.org/10.2478/amset-2023-0009

Palabras clave
Artificial Neural Network (ANN), genetic algorithm (GA), Optimization method, S-parameters

© 2023 Sumeyye Korkmaz et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

A Framework for Optimizing Antenna Through Genetic Algorithm-Based Neural Network

Publicado en línea: 09 jun 2023

Páginas: 49 - 53

DOI: https://doi.org/10.2478/amset-2023-0009

Palabras claveArtificial Neural Network (ANN), genetic algorithm (GA), Optimization method, S-parameters

© 2023 Sumeyye Korkmaz et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Palabras clave
Artificial Neural Network (ANN), genetic algorithm (GA), Optimization method, S-parameters