White Hole-Black Hole Algorithm
This paper proposes a new optimization algorithm based on the law of gravity. In the proposed algorithm, the black hole sucks up the star that crosses the event horizon, and a white hole emits the star from its event horizon. Both black and white holes attract stars. The white hole-black hole algor...
| Main Authors: | , , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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Universiti Malaysia Pahang
2016
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/15751/1/P112%20pg824-833.pdf |
| _version_ | 1796991792294395904 |
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| author | Suad Khairi, Mohammed Zuwairie, Ibrahim Hamdan, Daniyal Nor Azlina, Ab. Aziz |
| author_facet | Suad Khairi, Mohammed Zuwairie, Ibrahim Hamdan, Daniyal Nor Azlina, Ab. Aziz |
| author_sort | Suad Khairi, Mohammed |
| collection | UMP |
| description | This paper proposes a new optimization algorithm based on the law of gravity. In the proposed algorithm, the black
hole sucks up the star that crosses the event horizon, and a white hole emits the star from its event horizon. Both black and white holes attract stars. The white hole-black hole algorithm (WH-BH) starts with an initial population of candidate solutions to an optimization problem and an objective function that is calculated for them. The white hole is selected to be the worst candidate (star), and the black hole will be the best star at each iteration of the WH-BH algorithm. The CEC2014 test functions are applied to evaluate the performance of the WH-BH. |
| first_indexed | 2024-03-06T12:10:37Z |
| format | Conference or Workshop Item |
| id | UMPir15751 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:10:37Z |
| publishDate | 2016 |
| publisher | Universiti Malaysia Pahang |
| record_format | dspace |
| spelling | UMPir157512017-08-22T07:27:29Z http://umpir.ump.edu.my/id/eprint/15751/ White Hole-Black Hole Algorithm Suad Khairi, Mohammed Zuwairie, Ibrahim Hamdan, Daniyal Nor Azlina, Ab. Aziz TK Electrical engineering. Electronics Nuclear engineering This paper proposes a new optimization algorithm based on the law of gravity. In the proposed algorithm, the black hole sucks up the star that crosses the event horizon, and a white hole emits the star from its event horizon. Both black and white holes attract stars. The white hole-black hole algorithm (WH-BH) starts with an initial population of candidate solutions to an optimization problem and an objective function that is calculated for them. The white hole is selected to be the worst candidate (star), and the black hole will be the best star at each iteration of the WH-BH algorithm. The CEC2014 test functions are applied to evaluate the performance of the WH-BH. Universiti Malaysia Pahang 2016 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/15751/1/P112%20pg824-833.pdf Suad Khairi, Mohammed and Zuwairie, Ibrahim and Hamdan, Daniyal and Nor Azlina, Ab. Aziz (2016) White Hole-Black Hole Algorithm. In: Proceedings of The National Conference for Postgraduate Research (NCON-PGR 2016) , 24-25 September 2016 , Universiti Malaysia Pahang (UMP), Pekan, Pahang. pp. 824-833.. http://ee.ump.edu.my/ncon/wp-content/uploads/2016/10/Proceeding-NCON-PGR-2016.zip |
| spellingShingle | TK Electrical engineering. Electronics Nuclear engineering Suad Khairi, Mohammed Zuwairie, Ibrahim Hamdan, Daniyal Nor Azlina, Ab. Aziz White Hole-Black Hole Algorithm |
| title | White Hole-Black Hole Algorithm |
| title_full | White Hole-Black Hole Algorithm |
| title_fullStr | White Hole-Black Hole Algorithm |
| title_full_unstemmed | White Hole-Black Hole Algorithm |
| title_short | White Hole-Black Hole Algorithm |
| title_sort | white hole black hole algorithm |
| topic | TK Electrical engineering. Electronics Nuclear engineering |
| url | http://umpir.ump.edu.my/id/eprint/15751/1/P112%20pg824-833.pdf |
| work_keys_str_mv | AT suadkhairimohammed whiteholeblackholealgorithm AT zuwairieibrahim whiteholeblackholealgorithm AT hamdandaniyal whiteholeblackholealgorithm AT norazlinaabaziz whiteholeblackholealgorithm |