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

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 tr...

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Main Authors: Nur Naajihah, Ab Rahman, Nafrizuan, Mat Yahya, Mohd Haziq, Na'im Amin, Nur Iffah, Mohamed Azmi
Format: Article
Language:English
Published: Penerbit UMP 2023
Subjects:
Online Access:http://umpir.ump.edu.my/id/eprint/40077/
http://umpir.ump.edu.my/id/eprint/40077/1/Application%20of%20Modified%20Adaptive%20Bats%20Sonar%20Algorithm.pdf
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author Nur Naajihah, Ab Rahman
Nafrizuan, Mat Yahya
Mohd Haziq, Na'im Amin
Nur Iffah, Mohamed Azmi
author_facet Nur Naajihah, Ab Rahman
Nafrizuan, Mat Yahya
Mohd Haziq, Na'im Amin
Nur Iffah, Mohamed Azmi
author_sort Nur Naajihah, Ab Rahman
building UMP Institutional Repository
collection Online Access
description 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.
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language English
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publisher Penerbit UMP
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spelling ump-400772024-01-18T03:25:26Z http://umpir.ump.edu.my/id/eprint/40077/ Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems Nur Naajihah, Ab Rahman Nafrizuan, Mat Yahya Mohd Haziq, Na'im Amin Nur Iffah, Mohamed Azmi TJ Mechanical engineering and machinery TS Manufactures 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. Penerbit UMP 2023-07 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/40077/1/Application%20of%20Modified%20Adaptive%20Bats%20Sonar%20Algorithm.pdf 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) https://doi.org/10.15282/mekatronika.v5i2.9754 https://doi.org/10.15282/mekatronika.v5i2.9754
spellingShingle TJ Mechanical engineering and machinery
TS Manufactures
Nur Naajihah, Ab Rahman
Nafrizuan, Mat Yahya
Mohd Haziq, Na'im Amin
Nur Iffah, Mohamed Azmi
Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems
title Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems
title_full Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems
title_fullStr Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems
title_full_unstemmed Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems
title_short Application of modified adaptive bats sonar algorithm with doppler effect and levy flight (MABSA-DELF) to optimize mechanical engineering problems
title_sort application of modified adaptive bats sonar algorithm with doppler effect and levy flight (mabsa-delf) to optimize mechanical engineering problems
topic TJ Mechanical engineering and machinery
TS Manufactures
url http://umpir.ump.edu.my/id/eprint/40077/
http://umpir.ump.edu.my/id/eprint/40077/
http://umpir.ump.edu.my/id/eprint/40077/
http://umpir.ump.edu.my/id/eprint/40077/1/Application%20of%20Modified%20Adaptive%20Bats%20Sonar%20Algorithm.pdf