Slime mould algorithm: a comprehensive survey of ıts variants and applications

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dc.authoridBahman Arasteh / 0000-0001-5202-6315en_US
dc.authorscopusidBahman Arasteh / 39861139000en_US
dc.authorwosidBahman Arasteh / AAN-9555-2021en_US
dc.contributor.authorGharehchopogh, Farhad Soleimanian
dc.contributor.authorUcan, Alaettin
dc.contributor.authorIbrikci, Turgay
dc.contributor.authorArasteh, Bahman
dc.contributor.authorIsik, Gultekin
dc.date.accessioned2024-02-22T07:35:55Z
dc.date.available2024-02-22T07:35:55Z
dc.date.issued2023en_US
dc.departmentİstinye Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi, Yazılım Mühendisliği Bölümüen_US
dc.description.abstractMeta-heuristic algorithms have a high position among academic researchers in various fields, such as science and engineering, in solving optimization problems. These algorithms can provide the most optimal solutions for optimization problems. This paper investigates a new meta-heuristic algorithm called Slime Mould algorithm (SMA) from different optimization aspects. The SMA algorithm was invented due to the fluctuating behavior of slime mold in nature. It has several new features with a unique mathematical model that uses adaptive weights to simulate the biological wave. It provides an optimal pathway for connecting food with high exploration and exploitation ability. As of 2020, many types of research based on SMA have been published in various scientific databases, including IEEE, Elsevier, Springer, Wiley, Tandfonline, MDPI, etc. In this paper, based on SMA, four areas of hybridization, progress, changes, and optimization are covered. The rate of using SMA in the mentioned areas is 15, 36, 7, and 42%, respectively. According to the findings, it can be claimed that SMA has been repeatedly used in solving optimization problems. As a result, it is anticipated that this paper will be beneficial for engineers, professionals, and academic scientists.en_US
dc.identifier.citationGharehchopogh, F. S., Ucan, A., Ibrikci, T., Arasteh, B., & Isik, G. (2023). Slime Mould Algorithm: A Comprehensive Survey of Its Variants and Applications. Archives of Computational Methods in Engineering, 1-41.en_US
dc.identifier.doi10.1007/s11831-023-09883-3en_US
dc.identifier.issn1134-3060en_US
dc.identifier.issn1886-1784en_US
dc.identifier.pmid36685136en_US
dc.identifier.scopus2-s2.0-85146173940en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.urihttp://dx.doi.org/10.1007/s11831-023-09883-3
dc.identifier.urihttps://hdl.handle.net/20.500.12713/3857
dc.identifier.wosWOS:000913193700001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakPubMeden_US
dc.institutionauthorArasteh, Bahman
dc.language.isoenen_US
dc.publisherSPRINGERen_US
dc.relation.ispartofARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERINGen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectOptimizaionen_US
dc.subjectMachineen_US
dc.subjectVersionen_US
dc.subjectModelen_US
dc.subjectPVen_US
dc.titleSlime mould algorithm: a comprehensive survey of ıts variants and applicationsen_US
dc.typeArticleen_US

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