Barnacles mating optimizer: an evolutionary algorithm for solving optimization

This paper presents a novel evolutionary algorithm called Barnacles Mating Optimizer (BMO) to solve optimization problems. The proposed algorithm is inspired from the mating behavior of barnacles in nature. Barnacles are known as hermaphroditic micro-organisms which have both male and female sex rep...

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Main Authors:	M. H., Sulaiman, Zuriani, Mustaffa, Mohd Mawardi, Saari, Hamdan, Daniyal, Ismail, Musirin, Mohd Razali, Daud
Format:	Conference or Workshop Item
Language:	English English
Published:	2018
Subjects:	TK Electrical engineering. Electronics Nuclear engineering
Online Access:	http://umpir.ump.edu.my/id/eprint/22432/ http://umpir.ump.edu.my/id/eprint/22432/1/50.%20Barnacles%20mating%20optimizer%20-%20an%20evolutionary%20algorithm%20for%20solving%20optimization.pdf http://umpir.ump.edu.my/id/eprint/22432/2/50.1%20Barnacles%20mating%20optimizer%20-%20an%20evolutionary%20algorithm%20for%20solving%20optimization.pdf

id	ump-22432
recordtype	eprints
spelling	ump-224322018-12-13T01:12:22Z http://umpir.ump.edu.my/id/eprint/22432/ Barnacles mating optimizer: an evolutionary algorithm for solving optimization M. H., Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Ismail, Musirin Mohd Razali, Daud TK Electrical engineering. Electronics Nuclear engineering This paper presents a novel evolutionary algorithm called Barnacles Mating Optimizer (BMO) to solve optimization problems. The proposed algorithm is inspired from the mating behavior of barnacles in nature. Barnacles are known as hermaphroditic micro-organisms which have both male and female sex reproductions and one of the most special characteristics of barnacles is they have long penises which is the longest in animal kingdom, relatively to their body size. To show the effectiveness of proposed BMO in solving optimization problems, a set of 23 mathematical functions are utilized to test the characteristic of BMO in finding the optimal solutions especially in unimodal, multimodal and composite test functions. Comparisons with other evolutionary algorithms also will be presented in this paper. 2018 Conference or Workshop Item NonPeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/22432/1/50.%20Barnacles%20mating%20optimizer%20-%20an%20evolutionary%20algorithm%20for%20solving%20optimization.pdf pdf en http://umpir.ump.edu.my/id/eprint/22432/2/50.1%20Barnacles%20mating%20optimizer%20-%20an%20evolutionary%20algorithm%20for%20solving%20optimization.pdf M. H., Sulaiman and Zuriani, Mustaffa and Mohd Mawardi, Saari and Hamdan, Daniyal and Ismail, Musirin and Mohd Razali, Daud (2018) Barnacles mating optimizer: an evolutionary algorithm for solving optimization. In: 2018 IEEE International Conference On Automatic Control And Intelligent Systems (I2CACIS2018), 20 Oct 2018 , Shah Alam, Selangor. pp. 1-6.. (Unpublished)
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English English
topic	TK Electrical engineering. Electronics Nuclear engineering
spellingShingle	TK Electrical engineering. Electronics Nuclear engineering M. H., Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Ismail, Musirin Mohd Razali, Daud Barnacles mating optimizer: an evolutionary algorithm for solving optimization
description	This paper presents a novel evolutionary algorithm called Barnacles Mating Optimizer (BMO) to solve optimization problems. The proposed algorithm is inspired from the mating behavior of barnacles in nature. Barnacles are known as hermaphroditic micro-organisms which have both male and female sex reproductions and one of the most special characteristics of barnacles is they have long penises which is the longest in animal kingdom, relatively to their body size. To show the effectiveness of proposed BMO in solving optimization problems, a set of 23 mathematical functions are utilized to test the characteristic of BMO in finding the optimal solutions especially in unimodal, multimodal and composite test functions. Comparisons with other evolutionary algorithms also will be presented in this paper.
format	Conference or Workshop Item
author	M. H., Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Ismail, Musirin Mohd Razali, Daud
author_facet	M. H., Sulaiman Zuriani, Mustaffa Mohd Mawardi, Saari Hamdan, Daniyal Ismail, Musirin Mohd Razali, Daud
author_sort	M. H., Sulaiman
title	Barnacles mating optimizer: an evolutionary algorithm for solving optimization
title_short	Barnacles mating optimizer: an evolutionary algorithm for solving optimization
title_full	Barnacles mating optimizer: an evolutionary algorithm for solving optimization
title_fullStr	Barnacles mating optimizer: an evolutionary algorithm for solving optimization
title_full_unstemmed	Barnacles mating optimizer: an evolutionary algorithm for solving optimization
title_sort	barnacles mating optimizer: an evolutionary algorithm for solving optimization
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/22432/ http://umpir.ump.edu.my/id/eprint/22432/1/50.%20Barnacles%20mating%20optimizer%20-%20an%20evolutionary%20algorithm%20for%20solving%20optimization.pdf http://umpir.ump.edu.my/id/eprint/22432/2/50.1%20Barnacles%20mating%20optimizer%20-%20an%20evolutionary%20algorithm%20for%20solving%20optimization.pdf
first_indexed	2023-09-18T22:33:23Z
last_indexed	2023-09-18T22:33:23Z
_version_	1777416434873270272

Barnacles mating optimizer: an evolutionary algorithm for solving optimization

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