Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems

Recently, optimization techniques have become very important and popular in different engineering applications. In this paper we demonstrate how Harris Hawks Optimization (HHO) algorithm can be used to solve certain optimization problems in engineering. In the second part, biological fundamentals, a...

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Autor principal:	Milenković Branislav N.
Formato:	article
Lenguaje:	EN SR
Publicado:	Savez inženjera i tehničara Srbije 2021
Materias:	harris hawks optimization algorithm optimization engineering problems metaheuristic Engineering (General). Civil engineering (General) TA1-2040
Acceso en línea:	https://doaj.org/article/c2c4041988694d34841a4a4c963dfeab
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id	oai:doaj.org-article:c2c4041988694d34841a4a4c963dfeab
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spelling	oai:doaj.org-article:c2c4041988694d34841a4a4c963dfeab2021-12-05T21:39:59ZImplementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems0040-21762560-308610.5937/tehnika2104439Mhttps://doaj.org/article/c2c4041988694d34841a4a4c963dfeab2021-01-01T00:00:00Zhttps://scindeks-clanci.ceon.rs/data/pdf/0040-2176/2021/0040-21762104439M.pdfhttps://doaj.org/toc/0040-2176https://doaj.org/toc/2560-3086Recently, optimization techniques have become very important and popular in different engineering applications. In this paper we demonstrate how Harris Hawks Optimization (HHO) algorithm can be used to solve certain optimization problems in engineering. In the second part, biological fundamentals, as well as method explanation are given. Afterwards, the HHO algorithm and its' applicability is explained in detail. The pseudo code for this algorithm was written using MATLAB R2019a software suite. Harris Hawks Optimization (HHO) algorithm was used for optimization of engineering problems, such as: speed reducer optimization, pressure vessel optimization, cantilever beam optimization and tension/compression spring optimization. The statistical results and comparisons show that the HHO algorithm provides very promising and competitive results compared to others metaheuristic algorithms.Milenković Branislav N.Savez inženjera i tehničara Srbijearticleharris hawks optimization algorithmoptimizationengineering problemsmetaheuristicEngineering (General). Civil engineering (General)TA1-2040ENSRTehnika, Vol 76, Iss 4, Pp 439-446 (2021)
institution	DOAJ
collection	DOAJ
language	EN SR
topic	harris hawks optimization algorithm optimization engineering problems metaheuristic Engineering (General). Civil engineering (General) TA1-2040
spellingShingle	harris hawks optimization algorithm optimization engineering problems metaheuristic Engineering (General). Civil engineering (General) TA1-2040 Milenković Branislav N. Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems
description	Recently, optimization techniques have become very important and popular in different engineering applications. In this paper we demonstrate how Harris Hawks Optimization (HHO) algorithm can be used to solve certain optimization problems in engineering. In the second part, biological fundamentals, as well as method explanation are given. Afterwards, the HHO algorithm and its' applicability is explained in detail. The pseudo code for this algorithm was written using MATLAB R2019a software suite. Harris Hawks Optimization (HHO) algorithm was used for optimization of engineering problems, such as: speed reducer optimization, pressure vessel optimization, cantilever beam optimization and tension/compression spring optimization. The statistical results and comparisons show that the HHO algorithm provides very promising and competitive results compared to others metaheuristic algorithms.
format	article
author	Milenković Branislav N.
author_facet	Milenković Branislav N.
author_sort	Milenković Branislav N.
title	Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems
title_short	Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems
title_full	Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems
title_fullStr	Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems
title_full_unstemmed	Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems
title_sort	implementation of harris hawks optimization (hho) algorithm to solve engineering problems
publisher	Savez inženjera i tehničara Srbije
publishDate	2021
url	https://doaj.org/article/c2c4041988694d34841a4a4c963dfeab
work_keys_str_mv	AT milenkovicbranislavn implementationofharrishawksoptimizationhhoalgorithmtosolveengineeringproblems
_version_	1718370970028212224

Implementation of Harris Hawks Optimization (HHO) algorithm to solve engineering problems

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