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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

1 Scopus citations

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.

Original language	English
Title of host publication	ECTM 2023 - 2023 IEEE 7th Ecuador Technical Chapters Meeting
Editors	David Rivas Lalaleo, Manuel Ignacio Ayala Chauvin
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9798350338232
DOIs	https://doi.org/10.1109/ETCM58927.2023.10309016
State	Published - 2023
Event	7th IEEE Ecuador Technical Chapters Meeting, ECTM 2023 - Ambato, Ecuador Duration: 10 Oct 2023 → 13 Oct 2023

Publication series

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

Conference

Conference	7th IEEE Ecuador Technical Chapters Meeting, ECTM 2023
Country/Territory	Ecuador
City	Ambato
Period	10/10/23 → 13/10/23

Bibliographical note

Publisher Copyright:
© 2023 IEEE.

Keywords

fitness fuction
Harris Hawks optimization
optimization algorithm
patch antenna

Access to Document

10.1109/ETCM58927.2023.10309016

Cite this

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. In 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.",

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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. in 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).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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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

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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.

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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. In Lalaleo DR, Chauvin MIA, editors, 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

Harris Hawks optimization Algorithm for optimization of Rectangular Patch Antennas

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Keywords

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