Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems
A novel bio-inspired optimization algorithm is proposed in this paper namely barnacles mating optimization (BMO) algorithm. The main inspiration of BMO is originated from the mating behavior of barnacles in nature. Barnacles are hermaphroditic micro-organisms which have both male and female sex repr...
| Main Authors: | , , , , , , |
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| Format: | Book Chapter |
| Language: | English English |
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Springer Singapore
2018
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/22091/ http://umpir.ump.edu.my/id/eprint/22091/13/38.%20Barnacles%20mating%20optimizer-%20a%20bio-inspired%20algorithm%20for%20solving%20optimization%20porblems.pdf http://umpir.ump.edu.my/id/eprint/22091/14/38.1%20Barnacles%20mating%20optimizer-%20a%20bio-inspired%20algorithm%20for%20solving%20optimization%20porblems.pdf |
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| author | Mohd Herwan, Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Mohd Razali, Daud Saifudin, Razali Amir Izzani, Mohamed |
| author_facet | Mohd Herwan, Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Mohd Razali, Daud Saifudin, Razali Amir Izzani, Mohamed |
| author_sort | Mohd Herwan, Sulaiman |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | A novel bio-inspired optimization algorithm is proposed in this paper namely barnacles mating optimization (BMO) algorithm. The main inspiration of BMO is originated from the mating behavior of barnacles in nature. Barnacles are hermaphroditic micro-organisms which have both male and female sex reproductions. To create new off-springs, they must be fertilized by a neighbor. They are well-known for their long penises, about seven times the length of their bodies to cope with the changing tides and sedentary lifestyle. In BMO, the selection of barnacle’s parents is decided randomly by the length of barnacle’s penis to create new off-springs. The exploitation and exploration processes are the generation of new off-springs inspired by the Hardy-Weinberg principle and sperm cast situation, respectively. The effectiveness of proposed BMO is tested through a set of benchmark multi-dimensional functions which the global and local minimum are known. Comparisons with other recent algorithms also will be presented in this paper. |
| first_indexed | 2025-11-15T02:26:26Z |
| format | Book Chapter |
| id | ump-22091 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English English |
| last_indexed | 2025-11-15T02:26:26Z |
| publishDate | 2018 |
| publisher | Springer Singapore |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-220912019-05-21T04:18:00Z http://umpir.ump.edu.my/id/eprint/22091/ Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems Mohd Herwan, Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Mohd Razali, Daud Saifudin, Razali Amir Izzani, Mohamed QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering A novel bio-inspired optimization algorithm is proposed in this paper namely barnacles mating optimization (BMO) algorithm. The main inspiration of BMO is originated from the mating behavior of barnacles in nature. Barnacles are hermaphroditic micro-organisms which have both male and female sex reproductions. To create new off-springs, they must be fertilized by a neighbor. They are well-known for their long penises, about seven times the length of their bodies to cope with the changing tides and sedentary lifestyle. In BMO, the selection of barnacle’s parents is decided randomly by the length of barnacle’s penis to create new off-springs. The exploitation and exploration processes are the generation of new off-springs inspired by the Hardy-Weinberg principle and sperm cast situation, respectively. The effectiveness of proposed BMO is tested through a set of benchmark multi-dimensional functions which the global and local minimum are known. Comparisons with other recent algorithms also will be presented in this paper. Springer Singapore 2018-04 Book Chapter PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22091/13/38.%20Barnacles%20mating%20optimizer-%20a%20bio-inspired%20algorithm%20for%20solving%20optimization%20porblems.pdf pdf en http://umpir.ump.edu.my/id/eprint/22091/14/38.1%20Barnacles%20mating%20optimizer-%20a%20bio-inspired%20algorithm%20for%20solving%20optimization%20porblems.pdf Mohd Herwan, Sulaiman and Zuriani, Mustaffa and Mohd Mawardi, Saari and Hamdan, Daniyal and Mohd Razali, Daud and Saifudin, Razali and Amir Izzani, Mohamed (2018) Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018. Lecture Notes in Electrical Engineering . Springer Singapore, Singapore, pp. 211-2018. ISBN 978-981-13-3708-6 https://link.springer.com/chapter/10.1007/978-981-13-3708-6_18 DOI: 10.1109/SNPD.2018.8441097 |
| spellingShingle | QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering Mohd Herwan, Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Mohd Razali, Daud Saifudin, Razali Amir Izzani, Mohamed Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems |
| title | Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems |
| title_full | Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems |
| title_fullStr | Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems |
| title_full_unstemmed | Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems |
| title_short | Barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems |
| title_sort | barnacles mating optimizer: a bio-inspired algorithm for solving optimization problems |
| topic | QA76 Computer software TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/22091/ http://umpir.ump.edu.my/id/eprint/22091/ http://umpir.ump.edu.my/id/eprint/22091/ http://umpir.ump.edu.my/id/eprint/22091/13/38.%20Barnacles%20mating%20optimizer-%20a%20bio-inspired%20algorithm%20for%20solving%20optimization%20porblems.pdf http://umpir.ump.edu.my/id/eprint/22091/14/38.1%20Barnacles%20mating%20optimizer-%20a%20bio-inspired%20algorithm%20for%20solving%20optimization%20porblems.pdf |