Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas

Alex C. Ochoa Siavichay; Lizbeth M. Naranjo Mora; Luis F. Guerrero Vasquez; Mariuxi E. Cedillo Arias; Juan P. Bermeo-Moyano; Jorge O. Ordonez-Ordonez; Paul A. Chasi-Pesantez

doi:10.1109/ETCM58927.2023.10309016

Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas

Alex C. Ochoa Siavichay, Lizbeth M. Naranjo Mora, Luis F. Guerrero Vasquez, Mariuxi E. Cedillo Arias, Juan P. Bermeo-Moyano, Jorge O. Ordonez-Ordonez, Paul A. Chasi-Pesantez

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

1 Cita (Scopus)

Resumen

This article presents the application of Harris Hawks optimization (HHO) algorithm in optimization of a rectangular patch antenna. HHO is an optimization algorithm based on hunting behavior of Harris hawks and has demonstrated great potential in solving complex optimization problems. We applied HHO algorithm by adjusting the antenna design parameters, such as dimensions and location of slots in the patch, to maximize its gain at a specific resonance frequency of 2.4 GHz. Results show that HHO algorithm has successfully found an optimal solution for rectangular patch antenna according to proposed fitness function, with improved gain and bandwidth compared to original antenna. Experiment demonstrates that HHO is a suitable tool for optimizing rectangular patch antennas.

Idioma original	Inglés
Título de la publicación alojada	ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting
Editores	David Rivas Lalaleo, Manuel Ignacio Ayala Chauvin
Editorial	Institute of Electrical and Electronics Engineers Inc.
ISBN (versión digital)	9798350338232
DOI	https://doi.org/10.1109/ETCM58927.2023.10309016
Estado	Publicada - 2023
Evento	7th IEEE Ecuador Technical Chapters Meeting, ECTM 2023 - Ambato, Ecuador Duración: 10 oct. 2023 → 13 oct. 2023

Serie de la publicación

Nombre	ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting

Conferencia

Conferencia	7th IEEE Ecuador Technical Chapters Meeting, ECTM 2023
País/Territorio	Ecuador
Ciudad	Ambato
Período	10/10/23 → 13/10/23

Nota bibliográfica

Publisher Copyright:
© 2023 IEEE.

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10.1109/ETCM58927.2023.10309016

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Ochoa Siavichay, A. C., Naranjo Mora, L. M., Guerrero Vasquez, L. F., Cedillo Arias, M. E., Bermeo-Moyano, J. P., Ordonez-Ordonez, J. O., & Chasi-Pesantez, P. A. (2023). Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas. En D. R. Lalaleo, & M. I. A. Chauvin (Eds.), ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting (ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ETCM58927.2023.10309016

Ochoa Siavichay, Alex C. ; Naranjo Mora, Lizbeth M. ; Guerrero Vasquez, Luis F. et al. / Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas. ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting. editor / David Rivas Lalaleo ; Manuel Ignacio Ayala Chauvin. Institute of Electrical and Electronics Engineers Inc., 2023. (ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting).

@inproceedings{b073a3a10620479ebcd4a4dc23eb27d1,

title = "Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas",

abstract = "This article presents the application of Harris Hawks optimization (HHO) algorithm in optimization of a rectangular patch antenna. HHO is an optimization algorithm based on hunting behavior of Harris hawks and has demonstrated great potential in solving complex optimization problems. We applied HHO algorithm by adjusting the antenna design parameters, such as dimensions and location of slots in the patch, to maximize its gain at a specific resonance frequency of 2.4 GHz. Results show that HHO algorithm has successfully found an optimal solution for rectangular patch antenna according to proposed fitness function, with improved gain and bandwidth compared to original antenna. Experiment demonstrates that HHO is a suitable tool for optimizing rectangular patch antennas.",

keywords = "fitness fuction, Harris Hawks optimization, optimization algorithm, patch antenna",

author = "{Ochoa Siavichay}, {Alex C.} and {Naranjo Mora}, {Lizbeth M.} and {Guerrero Vasquez}, {Luis F.} and {Cedillo Arias}, {Mariuxi E.} and Bermeo-Moyano, {Juan P.} and Ordonez-Ordonez, {Jorge O.} and Chasi-Pesantez, {Paul A.}",

note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 7th IEEE Ecuador Technical Chapters Meeting, ECTM 2023 ; Conference date: 10-10-2023 Through 13-10-2023",

year = "2023",

doi = "10.1109/ETCM58927.2023.10309016",

language = "English",

series = "ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Lalaleo, {David Rivas} and Chauvin, {Manuel Ignacio Ayala}",

booktitle = "ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting",

address = "United States",

}

Ochoa Siavichay, AC, Naranjo Mora, LM, Guerrero Vasquez, LF, Cedillo Arias, ME, Bermeo-Moyano, JP , Ordonez-Ordonez, JO & Chasi-Pesantez, PA 2023, Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas. En DR Lalaleo & MIA Chauvin (eds.), ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting. ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting, Institute of Electrical and Electronics Engineers Inc., 7th IEEE Ecuador Technical Chapters Meeting, ECTM 2023, Ambato, Ecuador, 10/10/23. https://doi.org/10.1109/ETCM58927.2023.10309016

Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas. / Ochoa Siavichay, Alex C.; Naranjo Mora, Lizbeth M.; Guerrero Vasquez, Luis F. et al.
ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting. ed. / David Rivas Lalaleo; Manuel Ignacio Ayala Chauvin. Institute of Electrical and Electronics Engineers Inc., 2023. (ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas

AU - Ochoa Siavichay, Alex C.

AU - Naranjo Mora, Lizbeth M.

AU - Guerrero Vasquez, Luis F.

AU - Cedillo Arias, Mariuxi E.

AU - Bermeo-Moyano, Juan P.

AU - Ordonez-Ordonez, Jorge O.

AU - Chasi-Pesantez, Paul A.

PY - 2023

Y1 - 2023

N2 - This article presents the application of Harris Hawks optimization (HHO) algorithm in optimization of a rectangular patch antenna. HHO is an optimization algorithm based on hunting behavior of Harris hawks and has demonstrated great potential in solving complex optimization problems. We applied HHO algorithm by adjusting the antenna design parameters, such as dimensions and location of slots in the patch, to maximize its gain at a specific resonance frequency of 2.4 GHz. Results show that HHO algorithm has successfully found an optimal solution for rectangular patch antenna according to proposed fitness function, with improved gain and bandwidth compared to original antenna. Experiment demonstrates that HHO is a suitable tool for optimizing rectangular patch antennas.

AB - This article presents the application of Harris Hawks optimization (HHO) algorithm in optimization of a rectangular patch antenna. HHO is an optimization algorithm based on hunting behavior of Harris hawks and has demonstrated great potential in solving complex optimization problems. We applied HHO algorithm by adjusting the antenna design parameters, such as dimensions and location of slots in the patch, to maximize its gain at a specific resonance frequency of 2.4 GHz. Results show that HHO algorithm has successfully found an optimal solution for rectangular patch antenna according to proposed fitness function, with improved gain and bandwidth compared to original antenna. Experiment demonstrates that HHO is a suitable tool for optimizing rectangular patch antennas.

KW - fitness fuction

KW - Harris Hawks optimization

KW - optimization algorithm

KW - patch antenna

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DO - 10.1109/ETCM58927.2023.10309016

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T3 - ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting

BT - ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting

A2 - Lalaleo, David Rivas

A2 - Chauvin, Manuel Ignacio Ayala

PB - Institute of Electrical and Electronics Engineers Inc.

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Y2 - 10 October 2023 through 13 October 2023

ER -

Ochoa Siavichay AC, Naranjo Mora LM, Guerrero Vasquez LF, Cedillo Arias ME, Bermeo-Moyano JP , Ordonez-Ordonez JO et al. Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas. En Lalaleo DR, Chauvin MIA, editores, ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting. Institute of Electrical and Electronics Engineers Inc. 2023. (ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting). doi: 10.1109/ETCM58927.2023.10309016