Marine predators' algorithm: Application in applied mechanics

In this paper we will demonstrate how Marine Predators Algorithm (MPA for short) can be used for solving certain optimization problems in applied mechanics. In the first part, biological fundamentals, as well as method explanation are given. Afterwards, MPA algorithm and its ' applicability is...

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Autores principales: Milenković Branislav N., Krstić Mladen T.
Formato: article
Lenguaje:EN
SR
Publicado: Savez inženjera i tehničara Srbije 2021
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Acceso en línea:https://doaj.org/article/342d34274cd149c59b20276c6cd2df5a
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spelling oai:doaj.org-article:342d34274cd149c59b20276c6cd2df5a2021-12-05T21:40:01ZMarine predators' algorithm: Application in applied mechanics0040-21762560-308610.5937/tehnika2105613Mhttps://doaj.org/article/342d34274cd149c59b20276c6cd2df5a2021-01-01T00:00:00Zhttps://scindeks-clanci.ceon.rs/data/pdf/0040-2176/2021/0040-21762105613M.pdfhttps://doaj.org/toc/0040-2176https://doaj.org/toc/2560-3086In this paper we will demonstrate how Marine Predators Algorithm (MPA for short) can be used for solving certain optimization problems in applied mechanics. In the first part, biological fundamentals, as well as method explanation are given. Afterwards, MPA algorithm and its ' applicability is explained in detail. The pseudo code for this algorithm was written using Matlab R2019a software suite. This algorithm can be used for optimization o f engineering problems, such as: pressure vessel optimization, cantilever beam optimization, cone clutch optimization and speed reducer optimization. In the end, all the results for the fore mentioned problems, as well as a result comparison with other methods are shown.Milenković Branislav N.Krstić Mladen T.Savez inženjera i tehničara Srbijearticlemarine predators' algorithmoptimizationapplied mechanicsEngineering (General). Civil engineering (General)TA1-2040ENSRTehnika, Vol 76, Iss 5, Pp 613-620 (2021)
institution DOAJ
collection DOAJ
language EN
SR
topic marine predators' algorithm
optimization
applied mechanics
Engineering (General). Civil engineering (General)
TA1-2040
spellingShingle marine predators' algorithm
optimization
applied mechanics
Engineering (General). Civil engineering (General)
TA1-2040
Milenković Branislav N.
Krstić Mladen T.
Marine predators' algorithm: Application in applied mechanics
description In this paper we will demonstrate how Marine Predators Algorithm (MPA for short) can be used for solving certain optimization problems in applied mechanics. In the first part, biological fundamentals, as well as method explanation are given. Afterwards, MPA algorithm and its ' applicability is explained in detail. The pseudo code for this algorithm was written using Matlab R2019a software suite. This algorithm can be used for optimization o f engineering problems, such as: pressure vessel optimization, cantilever beam optimization, cone clutch optimization and speed reducer optimization. In the end, all the results for the fore mentioned problems, as well as a result comparison with other methods are shown.
format article
author Milenković Branislav N.
Krstić Mladen T.
author_facet Milenković Branislav N.
Krstić Mladen T.
author_sort Milenković Branislav N.
title Marine predators' algorithm: Application in applied mechanics
title_short Marine predators' algorithm: Application in applied mechanics
title_full Marine predators' algorithm: Application in applied mechanics
title_fullStr Marine predators' algorithm: Application in applied mechanics
title_full_unstemmed Marine predators' algorithm: Application in applied mechanics
title_sort marine predators' algorithm: application in applied mechanics
publisher Savez inženjera i tehničara Srbije
publishDate 2021
url https://doaj.org/article/342d34274cd149c59b20276c6cd2df5a
work_keys_str_mv AT milenkovicbranislavn marinepredatorsalgorithmapplicationinappliedmechanics
AT krsticmladent marinepredatorsalgorithmapplicationinappliedmechanics
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