Antenna S-parameter optimization based on golden sine mechanism based honey badger algorithm with tent chaos
Электронный научный архив УРФУ
Информация об архиве | Просмотр оригинала| Поле | Значение | |
| Заглавие |
Antenna S-parameter optimization based on golden sine mechanism based honey badger algorithm with tent chaos
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| Автор |
Adegboye, O. R.
Feda, A. K. Ishaya, M. M. Agyekum, E. B. Kim, K. -C. Mbasso, W. F. Kamel, S. |
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| Описание |
This work proposed a new method to optimize the antenna S-parameter using a Golden Sine mechanism-based Honey Badger Algorithm that employs Tent chaos (GST-HBA). The Honey Badger Algorithm (HBA) is a promising optimization method that similar to other metaheuristic algorithms, is prone to premature convergence and lacks diversity in the population. The Honey Badger Algorithm is inspired by the behavior of honey badgers who use their sense of smell and honeyguide birds to move toward the honeycomb. Our proposed approach aims to improve the performance of HBA and enhance the accuracy of the optimization process for antenna S-parameter optimization. The approach we propose in this study leverages the strengths of both tent chaos and the golden sine mechanism to achieve fast convergence, population diversity, and a good tradeoff between exploitation and exploration. We begin by testing our approach on 20 standard benchmark functions, and then we apply it to a test suite of 8 S-parameter functions. We perform tests comparing the outcomes to those of other optimization algorithms, the result shows that the suggested algorithm is superior. © 2023
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| Дата |
2024-04-05T16:35:46Z
2024-04-05T16:35:46Z 2023 |
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| Тип |
Article
Journal article (info:eu-repo/semantics/article) |info:eu-repo/semantics/publishedVersion |
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| Идентификатор |
Adegboye, OR, Feda, AK, Ishaya, MM, Agyekum, E, Kim, K-C, Mbasso, WF & Kamel, S 2023, 'Antenna S-parameter optimization based on golden sine mechanism based honey badger algorithm with tent chaos', Heliyon, Том. 9, № 11, e21596. https://doi.org/10.1016/j.heliyon.2023.e21596
Adegboye, O. R., Feda, A. K., Ishaya, M. M., Agyekum, E., Kim, K-C., Mbasso, W. F., & Kamel, S. (2023). Antenna S-parameter optimization based on golden sine mechanism based honey badger algorithm with tent chaos. Heliyon, 9(11), [e21596]. https://doi.org/10.1016/j.heliyon.2023.e21596 2405-8440 Final All Open Access, Gold, Green https://www.scopus.com/inward/record.uri?eid=2-s2.0-85176105452&doi=10.1016%2fj.heliyon.2023.e21596&partnerID=40&md5=1edac340911a5233d23898cab7d32fd4 http://www.cell.com/article/S2405844023088047/pdf http://elar.urfu.ru/handle/10995/130937 10.1016/j.heliyon.2023.e21596 85176105452 001112373600001 |
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| Язык |
en
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| Права |
Open access (info:eu-repo/semantics/openAccess)
cc-by https://creativecommons.org/licenses/by/4.0/ |
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| Формат |
application/pdf
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| Издатель |
Elsevier Ltd
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| Источник |
Heliyon
Heliyon |
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