A New Bats Echolocation-based Algorithm for Single Objective Optimisation

Bats sonar algorithm (BSA) as a swarm intelligence approach utilises the concept of echolocation of bats to find prey. However, the algorithm is unable to achieve good precision and fast convergence rate to the optimum solution. With this in mind, an adaptive bats sonar algorithm is introduced with...

Full description

Bibliographic Details
Main Authors:	N. M., Yahya, Tokhi, M. Osman, Kasdirin, Hyreil Anuar
Format:	Article
Language:	English English
Published:	Springer Berlin Heidelberg 2016
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://umpir.ump.edu.my/id/eprint/19163/ http://umpir.ump.edu.my/id/eprint/19163/ http://umpir.ump.edu.my/id/eprint/19163/ http://umpir.ump.edu.my/id/eprint/19163/1/A%20new%20bats%20echolocation-based%20algorithm%20for%20single%20objective%20optimisation.pdf http://umpir.ump.edu.my/id/eprint/19163/7/A%20new%20bats%20echolocation%20based%20algorithm%20for%20single%20objective%20optimisation.pdf

id	ump-19163
recordtype	eprints
spelling	ump-191632018-05-18T06:22:39Z http://umpir.ump.edu.my/id/eprint/19163/ A New Bats Echolocation-based Algorithm for Single Objective Optimisation N. M., Yahya Tokhi, M. Osman Kasdirin, Hyreil Anuar TA Engineering (General). Civil engineering (General) Bats sonar algorithm (BSA) as a swarm intelligence approach utilises the concept of echolocation of bats to find prey. However, the algorithm is unable to achieve good precision and fast convergence rate to the optimum solution. With this in mind, an adaptive bats sonar algorithm is introduced with new paradigms of real bats echolocation behaviour. The performance of the algorithm is validated through rigorous tests with several single objective optimisation benchmark test functions. The obtained results show that the proposed scheme outperforms the BSA in terms of accuracy and convergence speed and can be efficiently employed to solve engineering problems. Springer Berlin Heidelberg 2016-06 Article PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/19163/1/A%20new%20bats%20echolocation-based%20algorithm%20for%20single%20objective%20optimisation.pdf application/pdf en http://umpir.ump.edu.my/id/eprint/19163/7/A%20new%20bats%20echolocation%20based%20algorithm%20for%20single%20objective%20optimisation.pdf N. M., Yahya and Tokhi, M. Osman and Kasdirin, Hyreil Anuar (2016) A New Bats Echolocation-based Algorithm for Single Objective Optimisation. Evolutionary Intelligence, 9 (1). pp. 1-20. ISSN 1864-5909 (Print); 1864-5917 (Online) https://doi.org/10.1007/s12065-016-0134-5 DOI: 10.1007/s12065-016-0134-5
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TA Engineering (General). Civil engineering (General)
spellingShingle	TA Engineering (General). Civil engineering (General) N. M., Yahya Tokhi, M. Osman Kasdirin, Hyreil Anuar A New Bats Echolocation-based Algorithm for Single Objective Optimisation
description	Bats sonar algorithm (BSA) as a swarm intelligence approach utilises the concept of echolocation of bats to find prey. However, the algorithm is unable to achieve good precision and fast convergence rate to the optimum solution. With this in mind, an adaptive bats sonar algorithm is introduced with new paradigms of real bats echolocation behaviour. The performance of the algorithm is validated through rigorous tests with several single objective optimisation benchmark test functions. The obtained results show that the proposed scheme outperforms the BSA in terms of accuracy and convergence speed and can be efficiently employed to solve engineering problems.
format	Article
author	N. M., Yahya Tokhi, M. Osman Kasdirin, Hyreil Anuar
author_facet	N. M., Yahya Tokhi, M. Osman Kasdirin, Hyreil Anuar
author_sort	N. M., Yahya
title	A New Bats Echolocation-based Algorithm for Single Objective Optimisation
title_short	A New Bats Echolocation-based Algorithm for Single Objective Optimisation
title_full	A New Bats Echolocation-based Algorithm for Single Objective Optimisation
title_fullStr	A New Bats Echolocation-based Algorithm for Single Objective Optimisation
title_full_unstemmed	A New Bats Echolocation-based Algorithm for Single Objective Optimisation
title_sort	new bats echolocation-based algorithm for single objective optimisation
publisher	Springer Berlin Heidelberg
publishDate	2016
url	http://umpir.ump.edu.my/id/eprint/19163/ http://umpir.ump.edu.my/id/eprint/19163/ http://umpir.ump.edu.my/id/eprint/19163/ http://umpir.ump.edu.my/id/eprint/19163/1/A%20new%20bats%20echolocation-based%20algorithm%20for%20single%20objective%20optimisation.pdf http://umpir.ump.edu.my/id/eprint/19163/7/A%20new%20bats%20echolocation%20based%20algorithm%20for%20single%20objective%20optimisation.pdf
first_indexed	2023-09-18T22:27:27Z
last_indexed	2023-09-18T22:27:27Z
_version_	1777416062020616192

A New Bats Echolocation-based Algorithm for Single Objective Optimisation

Similar Items