Performance and Diversity of Gravitational Search Algorithm
GSA is a physic inspired optimization algorithm. It is based on how bodies in the universe are attracted to each other by gravitational force between them. The performance of GSA is studied here using benchmark functions. The diversity of the search agents of GSA is also studied. The findings show t...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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The Institute of Internet, Broadcasting and Communication
2014
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/8313/ http://umpir.ump.edu.my/id/eprint/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf |
| _version_ | 1848818207291342848 |
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| author | Nor Azlina, Ab. Aziz Marizan, Mubin Zuwairie, Ibrahim Sophan Wahyudi, Nawawi |
| author_facet | Nor Azlina, Ab. Aziz Marizan, Mubin Zuwairie, Ibrahim Sophan Wahyudi, Nawawi |
| author_sort | Nor Azlina, Ab. Aziz |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | GSA is a physic inspired optimization algorithm. It is based on how bodies in the universe are attracted to each other by gravitational force between them. The performance of GSA is studied here using benchmark functions. The diversity of the search agents of GSA is also studied. The findings show that research on improvement of GSA algorithm are needed, specifically in improving the search agents’ diversity. |
| first_indexed | 2025-11-15T01:33:59Z |
| format | Conference or Workshop Item |
| id | ump-8313 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T01:33:59Z |
| publishDate | 2014 |
| publisher | The Institute of Internet, Broadcasting and Communication |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-83132018-02-08T02:52:14Z http://umpir.ump.edu.my/id/eprint/8313/ Performance and Diversity of Gravitational Search Algorithm Nor Azlina, Ab. Aziz Marizan, Mubin Zuwairie, Ibrahim Sophan Wahyudi, Nawawi TK Electrical engineering. Electronics Nuclear engineering GSA is a physic inspired optimization algorithm. It is based on how bodies in the universe are attracted to each other by gravitational force between them. The performance of GSA is studied here using benchmark functions. The diversity of the search agents of GSA is also studied. The findings show that research on improvement of GSA algorithm are needed, specifically in improving the search agents’ diversity. The Institute of Internet, Broadcasting and Communication 2014 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf Nor Azlina, Ab. Aziz and Marizan, Mubin and Zuwairie, Ibrahim and Sophan Wahyudi, Nawawi (2014) Performance and Diversity of Gravitational Search Algorithm. In: Proceedings of Advanced and Applied Convergence Letters (AACL 03) , 13-16 November 2014 , Jeju Island, Korea. pp. 232-235.. ISSN 2288-6060 (Published) |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Nor Azlina, Ab. Aziz Marizan, Mubin Zuwairie, Ibrahim Sophan Wahyudi, Nawawi Performance and Diversity of Gravitational Search Algorithm |
| title | Performance and Diversity of Gravitational Search Algorithm |
| title_full | Performance and Diversity of Gravitational Search Algorithm |
| title_fullStr | Performance and Diversity of Gravitational Search Algorithm |
| title_full_unstemmed | Performance and Diversity of Gravitational Search Algorithm |
| title_short | Performance and Diversity of Gravitational Search Algorithm |
| title_sort | performance and diversity of gravitational search algorithm |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/8313/ http://umpir.ump.edu.my/id/eprint/8313/1/Performance_and_Diversity_of_Gravitational_Search_Algorithm.pdf |