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
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Abstract
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.
| Item Type: | Conference or Workshop Item (Lecture) |
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| Uncontrolled Keywords: | Bat Algorithm; Doppler Effect; Metaheuristic; Optimization Algorithm; Single Objective Optimization |
| Subjects: | T Technology > TS Manufactures |
| Faculty/Division: | Faculty of Manufacturing Engineering |
| Depositing User: | Pn. Hazlinda Abd Rahman |
| Date Deposited: | 27 Mar 2019 03:10 |
| Last Modified: | 15 Oct 2019 07:44 |
| URI: | http://umpir.ump.edu.my/id/eprint/24601 |
| Download Statistic: | View Download Statistics |
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