Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems

Nur Naajihah, Ab Rahman and Nafrizuan, Mat Yahya and Mohd Haziq, Na'im Amin and Nur Iffah, Mohamed Azmi (2023) Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems. Mekatronika - Journal of Intelligent Manufacturing & Mechatronics, 5 (2). pp. 32-40. ISSN 2637-0883. (Published)

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Abstract

This paper describes the application of the Modified Adaptive Bats Sonar Algorithm with Doppler Effect and Levy Flight (MABSA-DELF) to mechanical engineering design optimization issues. MABSA-DELF is a new algorithm that employs Doppler Effect and Levy Flight theory to improve the position of the transmitted bats’ beam. This project served as a showcase for the superior performance of MABSA-DELF. It was created using the MATLAB software’s computer simulation method. MABSA-DELF demonstrated a superior ability to solve engineering design problems in the fields of business, mechanical/manufacturing engineering, and electrical engineering. MABSA-DELF’s result are compared to those of other established algorithms.

Item Type: Article
Uncontrolled Keywords: Doppler effect; Design problems; Levy Flight; MABSA-DELF; Mechanical engineering; Optimization
Subjects: T Technology > TJ Mechanical engineering and machinery
T Technology > TS Manufactures
Faculty/Division: Institute of Postgraduate Studies
Faculty of Manufacturing and Mechatronic Engineering Technology
Depositing User: Mrs Norsaini Abdul Samat
Date Deposited: 18 Jan 2024 03:25
Last Modified: 18 Jan 2024 03:25
URI: http://umpir.ump.edu.my/id/eprint/40077
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