A Comprehensive Survey on the Recent Variants and Applications of Membrane-Inspired Evolutionary Algorithms

Alsalibi, B; Mirjalili, S; Abualigah, L; yahya, RI; Gandomi, AH

A Comprehensive Survey on the Recent Variants and Applications of Membrane-Inspired Evolutionary Algorithms

Alsalibi, B Mirjalili, S Abualigah, L yahya, RI Gandomi, AH

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Publisher:: SPRINGER
Publication Type:: Journal Article
Citation:: Archives of Computational Methods in Engineering, 2022, 29, (5), pp. 3041-3057
Issue Date:: 2022-08-01

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Field	Value	Language
dc.contributor.author	Alsalibi, B
dc.contributor.author	Mirjalili, S
dc.contributor.author	Abualigah, L
dc.contributor.author	yahya, RI
dc.contributor.author	Gandomi, AH
dc.date.accessioned	2023-03-05T07:39:54Z
dc.date.available	2023-03-05T07:39:54Z
dc.date.issued	2022-08-01
dc.identifier.citation	Archives of Computational Methods in Engineering, 2022, 29, (5), pp. 3041-3057
dc.identifier.issn	1134-3060
dc.identifier.issn	1886-1784
dc.identifier.uri	http://hdl.handle.net/10453/166667
dc.description.abstract	In the last decade, the application of membrane-inspired evolutionary algorithms in real-life problems has attracted much attention due to their flexibility and parallelizability. Almost seven years have passed since the first membrane algorithms survey paper was published in 2014. Considering the importance and ongoing research on such algorithms and their applications in various disciplines, this paper presents a comprehensive review of the published literature and suggests future directions. This review aims to summarize and analyze membrane algorithms based on the used nature-inspired algorithm, membrane structure, membrane rules, and their merits and demerits. Furthermore, an extensive bibliography about their real-world applications is presented.
dc.language	English
dc.publisher	SPRINGER
dc.relation.ispartof	Archives of Computational Methods in Engineering
dc.relation.isbasedon	10.1007/s11831-021-09693-5
dc.rights	info:eu-repo/semantics/closedAccess
dc.subject	01 Mathematical Sciences, 08 Information and Computing Sciences, 09 Engineering
dc.subject.classification	Applied Mathematics
dc.title	A Comprehensive Survey on the Recent Variants and Applications of Membrane-Inspired Evolutionary Algorithms
dc.type	Journal Article
utslib.citation.volume	29
utslib.for	01 Mathematical Sciences
utslib.for	08 Information and Computing Sciences
utslib.for	09 Engineering
pubs.organisational-group	/University of Technology Sydney
pubs.organisational-group	/University of Technology Sydney/Faculty of Engineering and Information Technology
utslib.copyright.status	closed_access	*
dc.date.updated	2023-03-05T07:39:53Z
pubs.issue	5
pubs.publication-status	Published
pubs.volume	29
utslib.citation.issue	5

Abstract:

In the last decade, the application of membrane-inspired evolutionary algorithms in real-life problems has attracted much attention due to their flexibility and parallelizability. Almost seven years have passed since the first membrane algorithms survey paper was published in 2014. Considering the importance and ongoing research on such algorithms and their applications in various disciplines, this paper presents a comprehensive review of the published literature and suggests future directions. This review aims to summarize and analyze membrane algorithms based on the used nature-inspired algorithm, membrane structure, membrane rules, and their merits and demerits. Furthermore, an extensive bibliography about their real-world applications is presented.

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http://hdl.handle.net/10453/166667