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...

Full description

Bibliographic Details
Main Authors:	N. A., Azlan, Nafrizuan, Mat Yahya
Format:	Conference or Workshop Item
Language:	English
Published:	Universiti Malaysia Pahang 2019
Subjects:	TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/24601/ http://umpir.ump.edu.my/id/eprint/24601/1/8.%20Modified%20adaptive%20bats%20sonar%20algorithm%20with%20doppler.pdf

id	ump-24601
recordtype	eprints
spelling	ump-246012019-10-15T07:44:57Z 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
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TS Manufactures
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
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.
format	Conference or Workshop Item
author	N. A., Azlan Nafrizuan, Mat Yahya
author_facet	N. A., Azlan Nafrizuan, Mat Yahya
author_sort	N. A., Azlan
title	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_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_sort	modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems
publisher	Universiti Malaysia Pahang
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/24601/ http://umpir.ump.edu.my/id/eprint/24601/1/8.%20Modified%20adaptive%20bats%20sonar%20algorithm%20with%20doppler.pdf
first_indexed	2023-09-18T22:37:19Z
last_indexed	2023-09-18T22:37:19Z
_version_	1777416682753490944

Modified adaptive bats sonar algorithm with doppler effect mechanism for solving single objective unconstrained optimization problems

Similar Items