Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems
A modified adaptive bats sonar algorithm with Doppler Effect (MABSA-DE) is a new algorithm with an element of Doppler Effect theory that helped the transmitted bats’ beam towards a superior position. The performances of the proposed algorithm is validated on a several well-known single objective unc...
| Main Authors: | , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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Universiti Malaysia Pahang
2019
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| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/24601/1/8.%20Modified%20adaptive%20bats%20sonar%20algorithm%20with%20doppler.pdf |
| _version_ | 1825812639332171776 |
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| author | N. A., Azlan Nafrizuan, Mat Yahya |
| author_facet | N. A., Azlan Nafrizuan, Mat Yahya |
| author_sort | N. A., Azlan |
| collection | UMP |
| description | A modified adaptive bats sonar algorithm with Doppler Effect (MABSA-DE) is a new algorithm with an element of Doppler Effect theory that helped the transmitted bats’ beam towards a superior position. The performances of the proposed algorithm is validated on a several well-known single objective unconstrained benchmark test functions. The obtained results show that the algorithm can perform well to find optimum solution. The statistical results of MABSA-DE to solve all the test functions also has been compared with the results from the original MABSA on similar test functions. The comparative study has shown that MABSA-DE outperforms the original algorithm, and thus, it can be an efficient alternative method in solving single objective unconstrained optimization problems. |
| first_indexed | 2024-03-06T12:32:08Z |
| format | Conference or Workshop Item |
| id | UMPir24601 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-03-06T12:32:08Z |
| publishDate | 2019 |
| publisher | Universiti Malaysia Pahang |
| record_format | dspace |
| spelling | UMPir246012019-10-15T07:44:57Z http://umpir.ump.edu.my/id/eprint/24601/ Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems N. A., Azlan Nafrizuan, Mat Yahya TS Manufactures A modified adaptive bats sonar algorithm with Doppler Effect (MABSA-DE) is a new algorithm with an element of Doppler Effect theory that helped the transmitted bats’ beam towards a superior position. The performances of the proposed algorithm is validated on a several well-known single objective unconstrained benchmark test functions. The obtained results show that the algorithm can perform well to find optimum solution. The statistical results of MABSA-DE to solve all the test functions also has been compared with the results from the original MABSA on similar test functions. The comparative study has shown that MABSA-DE outperforms the original algorithm, and thus, it can be an efficient alternative method in solving single objective unconstrained optimization problems. Universiti Malaysia Pahang 2019-01 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24601/1/8.%20Modified%20adaptive%20bats%20sonar%20algorithm%20with%20doppler.pdf N. A., Azlan and Nafrizuan, Mat Yahya (2019) Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems. In: 15th IEEE Colloquium On Signal Processing And Its Application (CSPA2019) , 8-9 March 2019 , Penang, Malaysia. pp. 27-30.. ISBN 978-1-5386-7563-2 (Published) |
| spellingShingle | TS Manufactures N. A., Azlan Nafrizuan, Mat Yahya Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems |
| title | Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems |
| title_full | Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems |
| title_fullStr | Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems |
| title_full_unstemmed | Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems |
| title_short | Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems |
| title_sort | modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems |
| topic | TS Manufactures |
| url | http://umpir.ump.edu.my/id/eprint/24601/1/8.%20Modified%20adaptive%20bats%20sonar%20algorithm%20with%20doppler.pdf |
| work_keys_str_mv | AT naazlan modifiedadaptivebatssonaralgorithmwithdopplereffectmechanismforsolvingsingleobjectiveunconstrainedoptimizationproblems AT nafrizuanmatyahya modifiedadaptivebatssonaralgorithmwithdopplereffectmechanismforsolvingsingleobjectiveunconstrainedoptimizationproblems |