Extended Bat Algorithm (EBA) as an improved searching optimization algorithm

This paper presents a new searching technique by using a new variant of Bat Algorithm (BA) known as Extended Bat Algorithm (EBA). EBA intro-duces the spiral searching method instead of randomly searching used in origi-nal BA. Spiral searching method taken from Spiral Dynamic Algorithm (SDA) is perfo...

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Main Authors:	Pebrianti, Dwi, Nurnajmin Qasrina, Ann, Luhur, Bayuaji, Nor Rul Hasma, Abdullah, Zainah, Md. Zain, Indra, Riyanto
Format:	Book Section
Language:	English English English
Published:	Springer Singapore 2018
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/22910/ http://umpir.ump.edu.my/id/eprint/22910/ http://umpir.ump.edu.my/id/eprint/22910/ http://umpir.ump.edu.my/id/eprint/22910/2/54.1%20Extended%20Bat%20Algorithm%20as%20an%20Improved%20Searching.pdf http://umpir.ump.edu.my/id/eprint/22910/13/40.%20Extended%20Bat%20Algorithm%20%28EBA%29%20as%20an%20improved%20searching%20optimization%20algorithm.pdf http://umpir.ump.edu.my/id/eprint/22910/14/40.1%20Extended%20Bat%20Algorithm%20%28EBA%29%20as%20an%20improved%20searching%20optimization%20algorithm.pdf

id	ump-22910
recordtype	eprints
spelling	ump-229102019-05-21T07:22:03Z http://umpir.ump.edu.my/id/eprint/22910/ Extended Bat Algorithm (EBA) as an improved searching optimization algorithm Pebrianti, Dwi Nurnajmin Qasrina, Ann Luhur, Bayuaji Nor Rul Hasma, Abdullah Zainah, Md. Zain Indra, Riyanto TK Electrical engineering. Electronics Nuclear engineering This paper presents a new searching technique by using a new variant of Bat Algorithm (BA) known as Extended Bat Algorithm (EBA). EBA intro-duces the spiral searching method instead of randomly searching used in origi-nal BA. Spiral searching method taken from Spiral Dynamic Algorithm (SDA) is performed to improve the accuracy and efficiency of the original algorithm such as stabilizing the convergence when reaching ideal value. EBA conserves the robustness of BA and SDA and increases the performance of the proposed algorithm. The proposed algorithm is tested by using numerical experiments with three different objective functions. The results show that EBA outperforms original Bat Algorithm (BA) and Particle Swarm Optimization (PSO) in almost test functions and successfully optimizes the numerical problems. Springer Singapore 2018 Book Section PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22910/2/54.1%20Extended%20Bat%20Algorithm%20as%20an%20Improved%20Searching.pdf pdf en http://umpir.ump.edu.my/id/eprint/22910/13/40.%20Extended%20Bat%20Algorithm%20%28EBA%29%20as%20an%20improved%20searching%20optimization%20algorithm.pdf pdf en http://umpir.ump.edu.my/id/eprint/22910/14/40.1%20Extended%20Bat%20Algorithm%20%28EBA%29%20as%20an%20improved%20searching%20optimization%20algorithm.pdf Pebrianti, Dwi and Nurnajmin Qasrina, Ann and Luhur, Bayuaji and Nor Rul Hasma, Abdullah and Zainah, Md. Zain and Indra, Riyanto (2018) Extended Bat Algorithm (EBA) as an improved searching optimization algorithm. In: Proceedings of the 10th National Technical Seminar on Underwater System Technology 2018. Lecture Notes in Electrical Engineering . Springer Singapore, Singapore, pp. 229-237. ISBN 978-981-13-3708-6 https://link.springer.com/chapter/10.1007/978-981-13-3708-6_20 DOI: https://doi.org/10.1007/978-981-13-3708-6_20
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering Pebrianti, Dwi Nurnajmin Qasrina, Ann Luhur, Bayuaji Nor Rul Hasma, Abdullah Zainah, Md. Zain Indra, Riyanto Extended Bat Algorithm (EBA) as an improved searching optimization algorithm
description	This paper presents a new searching technique by using a new variant of Bat Algorithm (BA) known as Extended Bat Algorithm (EBA). EBA intro-duces the spiral searching method instead of randomly searching used in origi-nal BA. Spiral searching method taken from Spiral Dynamic Algorithm (SDA) is performed to improve the accuracy and efficiency of the original algorithm such as stabilizing the convergence when reaching ideal value. EBA conserves the robustness of BA and SDA and increases the performance of the proposed algorithm. The proposed algorithm is tested by using numerical experiments with three different objective functions. The results show that EBA outperforms original Bat Algorithm (BA) and Particle Swarm Optimization (PSO) in almost test functions and successfully optimizes the numerical problems.
format	Book Section
author	Pebrianti, Dwi Nurnajmin Qasrina, Ann Luhur, Bayuaji Nor Rul Hasma, Abdullah Zainah, Md. Zain Indra, Riyanto
author_facet	Pebrianti, Dwi Nurnajmin Qasrina, Ann Luhur, Bayuaji Nor Rul Hasma, Abdullah Zainah, Md. Zain Indra, Riyanto
author_sort	Pebrianti, Dwi
title	Extended Bat Algorithm (EBA) as an improved searching optimization algorithm
title_short	Extended Bat Algorithm (EBA) as an improved searching optimization algorithm
title_full	Extended Bat Algorithm (EBA) as an improved searching optimization algorithm
title_fullStr	Extended Bat Algorithm (EBA) as an improved searching optimization algorithm
title_full_unstemmed	Extended Bat Algorithm (EBA) as an improved searching optimization algorithm
title_sort	extended bat algorithm (eba) as an improved searching optimization algorithm
publisher	Springer Singapore
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/22910/ http://umpir.ump.edu.my/id/eprint/22910/ http://umpir.ump.edu.my/id/eprint/22910/ http://umpir.ump.edu.my/id/eprint/22910/2/54.1%20Extended%20Bat%20Algorithm%20as%20an%20Improved%20Searching.pdf http://umpir.ump.edu.my/id/eprint/22910/13/40.%20Extended%20Bat%20Algorithm%20%28EBA%29%20as%20an%20improved%20searching%20optimization%20algorithm.pdf http://umpir.ump.edu.my/id/eprint/22910/14/40.1%20Extended%20Bat%20Algorithm%20%28EBA%29%20as%20an%20improved%20searching%20optimization%20algorithm.pdf
first_indexed	2023-09-18T22:34:05Z
last_indexed	2023-09-18T22:34:05Z
_version_	1777416478621958144

Extended Bat Algorithm (EBA) as an improved searching optimization algorithm

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