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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Savez inženjera i tehničara Srbije
2021
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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) |
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marine predators' algorithm optimization applied mechanics Engineering (General). Civil engineering (General) TA1-2040 |
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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 |
_version_ |
1718370935628627968 |