A simulated Kalman filter optimizer with white hole operator
The simulated Kalman filter (SKF) is a population-based optimization algorithm that was developed based on a well-known estimator called Kalman filter. Meanwhile, a white hole operator has been recently introduced to prevent premature convergence in black hole algorithm (BHA). The computation of whi...
| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Science Publishing Corporation
2018
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/22975/ http://umpir.ump.edu.my/id/eprint/22975/1/A%20simulated%20Kalman%20filter%20optimizer%20with%20white%20hole%20operator.pdf |
| _version_ | 1848821697403158528 |
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| author | Zuwairie, Ibrahim Suad Khairi, Mohammed Badaruddin, Muhammad Nor Azlina, Ab. Aziz Nor Hidayati, Abdul Aziz Tasiransurini, Ab Rahman Norazian, Subari |
| author_facet | Zuwairie, Ibrahim Suad Khairi, Mohammed Badaruddin, Muhammad Nor Azlina, Ab. Aziz Nor Hidayati, Abdul Aziz Tasiransurini, Ab Rahman Norazian, Subari |
| author_sort | Zuwairie, Ibrahim |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | The simulated Kalman filter (SKF) is a population-based optimization algorithm that was developed based on a well-known estimator called Kalman filter. Meanwhile, a white hole operator has been recently introduced to prevent premature convergence in black hole algorithm (BHA). The computation of white hole operator begins by selecting the worst agent as the white hole with event horizon. If an agent is located within the event horizon of white hole, the agent is pushed by the white hole. In this study, the white hole operator is used to improve the effectiveness of the SKF optimizer. A comprehensive experiment is done to prove the improvements of the SKF optimizer. |
| first_indexed | 2025-11-15T02:29:28Z |
| format | Article |
| id | ump-22975 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T02:29:28Z |
| publishDate | 2018 |
| publisher | Science Publishing Corporation |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-229752023-06-02T01:34:57Z http://umpir.ump.edu.my/id/eprint/22975/ A simulated Kalman filter optimizer with white hole operator Zuwairie, Ibrahim Suad Khairi, Mohammed Badaruddin, Muhammad Nor Azlina, Ab. Aziz Nor Hidayati, Abdul Aziz Tasiransurini, Ab Rahman Norazian, Subari T Technology (General) TK Electrical engineering. Electronics Nuclear engineering TS Manufactures The simulated Kalman filter (SKF) is a population-based optimization algorithm that was developed based on a well-known estimator called Kalman filter. Meanwhile, a white hole operator has been recently introduced to prevent premature convergence in black hole algorithm (BHA). The computation of white hole operator begins by selecting the worst agent as the white hole with event horizon. If an agent is located within the event horizon of white hole, the agent is pushed by the white hole. In this study, the white hole operator is used to improve the effectiveness of the SKF optimizer. A comprehensive experiment is done to prove the improvements of the SKF optimizer. Science Publishing Corporation 2018 Article PeerReviewed pdf en cc_by http://umpir.ump.edu.my/id/eprint/22975/1/A%20simulated%20Kalman%20filter%20optimizer%20with%20white%20hole%20operator.pdf Zuwairie, Ibrahim and Suad Khairi, Mohammed and Badaruddin, Muhammad and Nor Azlina, Ab. Aziz and Nor Hidayati, Abdul Aziz and Tasiransurini, Ab Rahman and Norazian, Subari (2018) A simulated Kalman filter optimizer with white hole operator. International Journal of Engineering & Technology (IJET), 7 (4.36). pp. 420-425. ISSN 2227-524X. (Published) https://doi.org/10.14419/ijet.v7i4.36.28154 https://doi.org/10.14419/ijet.v7i4.36.28154 |
| spellingShingle | T Technology (General) TK Electrical engineering. Electronics Nuclear engineering TS Manufactures Zuwairie, Ibrahim Suad Khairi, Mohammed Badaruddin, Muhammad Nor Azlina, Ab. Aziz Nor Hidayati, Abdul Aziz Tasiransurini, Ab Rahman Norazian, Subari A simulated Kalman filter optimizer with white hole operator |
| title | A simulated Kalman filter optimizer with white hole operator |
| title_full | A simulated Kalman filter optimizer with white hole operator |
| title_fullStr | A simulated Kalman filter optimizer with white hole operator |
| title_full_unstemmed | A simulated Kalman filter optimizer with white hole operator |
| title_short | A simulated Kalman filter optimizer with white hole operator |
| title_sort | simulated kalman filter optimizer with white hole operator |
| topic | T Technology (General) TK Electrical engineering. Electronics Nuclear engineering TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/22975/ http://umpir.ump.edu.my/id/eprint/22975/ http://umpir.ump.edu.my/id/eprint/22975/ http://umpir.ump.edu.my/id/eprint/22975/1/A%20simulated%20Kalman%20filter%20optimizer%20with%20white%20hole%20operator.pdf |