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

    Author(s)
    Alsalibi, Bisan
    Mirjalili, Seyedali
    Abualigah, Laith
    Yahya, Rafaa Ismael
    Gandomi, Amir H
    Griffith University Author(s)
    Mirjalili, Seyedali
    Year published
    2022
    Metadata
    Show full item record
    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, ...
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    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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    Journal Title
    Archives of Computational Methods in Engineering
    DOI
    https://doi.org/10.1007/s11831-021-09693-5
    Subject
    Engineering
    Information and computing sciences
    Mathematical sciences
    Science & Technology
    Physical Sciences
    Computer Science, Interdisciplinary Applications
    Engineering, Multidisciplinary
    Publication URI
    http://hdl.handle.net/10072/411872
    Collection
    • Journal articles

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