Application of grey wolf algorithm for solving engineering optimization problems
This paper presents grey wolf optimization - GWO. After presenting the biological basis of GWO, it explains the method itself and then the main algorithms of the GWO method as well as their mathematical models. The Grey Wolf Algorithm (GWO) is presented in detail as well as the manner of its operati...
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| Format: | Article |
| Language: | English |
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Savez inženjera i tehničara Srbije
2021-01-01
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| Series: | Tehnika |
| Subjects: | |
| Online Access: | https://scindeks-clanci.ceon.rs/data/pdf/0040-2176/2021/0040-21762101050M.pdf |
| _version_ | 1818562225600724992 |
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| author | Milenković Branislav N. Krstić Mladen T. Jovanović Đorđe M. |
| author_facet | Milenković Branislav N. Krstić Mladen T. Jovanović Đorđe M. |
| author_sort | Milenković Branislav N. |
| collection | DOAJ |
| description | This paper presents grey wolf optimization - GWO. After presenting the biological basis of GWO, it explains the method itself and then the main algorithms of the GWO method as well as their mathematical models. The Grey Wolf Algorithm (GWO) is presented in detail as well as the manner of its operation and it application to optimization examples of engineering problems, such as: optimization of speed reducer, pressure vessel, spring, car side impact, cone coupling and cantilever beam. At the end, the results obtained by the GWO method are compared to the results previously obtained by other methods. |
| first_indexed | 2024-12-14T01:00:54Z |
| format | Article |
| id | doaj.art-60aa8d2419f14a8c9f14338e23d0f9d0 |
| institution | Directory Open Access Journal |
| issn | 0040-2176 2560-3086 |
| language | English |
| last_indexed | 2024-12-14T01:00:54Z |
| publishDate | 2021-01-01 |
| publisher | Savez inženjera i tehničara Srbije |
| record_format | Article |
| series | Tehnika |
| spelling | doaj.art-60aa8d2419f14a8c9f14338e23d0f9d02022-12-21T23:23:15ZengSavez inženjera i tehničara SrbijeTehnika0040-21762560-30862021-01-01761505710.5937/tehnika2101050M0040-21762101050MApplication of grey wolf algorithm for solving engineering optimization problemsMilenković Branislav N.0Krstić Mladen T.1Jovanović Đorđe M.2Matematički institut SANU, Beograd, SerbiaUniverzitet u Kragujevcu, Fakultet za mašinstvo i građevinarstvo, Kraljevo, SerbiaMatematički institut SANU, Beograd, SerbiaThis paper presents grey wolf optimization - GWO. After presenting the biological basis of GWO, it explains the method itself and then the main algorithms of the GWO method as well as their mathematical models. The Grey Wolf Algorithm (GWO) is presented in detail as well as the manner of its operation and it application to optimization examples of engineering problems, such as: optimization of speed reducer, pressure vessel, spring, car side impact, cone coupling and cantilever beam. At the end, the results obtained by the GWO method are compared to the results previously obtained by other methods.https://scindeks-clanci.ceon.rs/data/pdf/0040-2176/2021/0040-21762101050M.pdfoptimizationgrey wolfalgorithmengineering problems |
| spellingShingle | Milenković Branislav N. Krstić Mladen T. Jovanović Đorđe M. Application of grey wolf algorithm for solving engineering optimization problems Tehnika optimization grey wolf algorithm engineering problems |
| title | Application of grey wolf algorithm for solving engineering optimization problems |
| title_full | Application of grey wolf algorithm for solving engineering optimization problems |
| title_fullStr | Application of grey wolf algorithm for solving engineering optimization problems |
| title_full_unstemmed | Application of grey wolf algorithm for solving engineering optimization problems |
| title_short | Application of grey wolf algorithm for solving engineering optimization problems |
| title_sort | application of grey wolf algorithm for solving engineering optimization problems |
| topic | optimization grey wolf algorithm engineering problems |
| url | https://scindeks-clanci.ceon.rs/data/pdf/0040-2176/2021/0040-21762101050M.pdf |
| work_keys_str_mv | AT milenkovicbranislavn applicationofgreywolfalgorithmforsolvingengineeringoptimizationproblems AT krsticmladent applicationofgreywolfalgorithmforsolvingengineeringoptimizationproblems AT jovanovicđorđem applicationofgreywolfalgorithmforsolvingengineeringoptimizationproblems |