Cost optimization of water distribution networks by using artificial immune systems

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dc.authorid0000-0002-7035-7078
dc.contributor.authorEryiğit, Miraç
dc.date.accessioned2021-06-23T19:42:36Z
dc.date.available2021-06-23T19:42:36Z
dc.date.issued2015
dc.departmentBAİBÜ, Mühendislik Fakültesi, Çevre Mühendisliği Bölümüen_US
dc.description.abstractThis study aims at the development of an optimization model based on artificial immune systems (AIS) to minimize cost designs of water distribution networks (WDNs). Clonal selection algorithm (Clonalg), a class of AIS, was used as an optimization technique in the model, and its mutation operation was modified to increase the diversity (search capability). EPANET, a widely known WDN simulator, was used in conjunction with the proposed model. The model was applied to four WDNs of Two-loop, Hanoi, Go Yang, New York City, and the results obtained were compared with other heuristic and mathematical optimization models in the related literature, such as harmony search, genetic algorithm, immune algorithm, shuffled complex evolution, differential evolution, and non-linear programming-Lagrangian algorithm. Furthermore, the modified Clonalg was compared with the classic Clonalg in order to demonstrate the impact of the modification on the diversity. The proposed model appeared to be promising in terms of cost designs of WDNs.en_US
dc.identifier.doi10.2166/aqua.2014.031
dc.identifier.endpage63en_US
dc.identifier.issn0003-7214
dc.identifier.issn1365-2087
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-84921633736en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage47en_US
dc.identifier.urihttps://doi.org/10.2166/aqua.2014.031
dc.identifier.urihttps://hdl.handle.net/20.500.12491/8545
dc.identifier.volume64en_US
dc.identifier.wosWOS:000348587600005en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorEryiğit, Miraç
dc.language.isoenen_US
dc.publisherIwa Publishingen_US
dc.relation.ispartofJournal Of Water Supply Research And Technology-Aquaen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectArtificial Immune Systemsen_US
dc.subjectOptimizationen_US
dc.subjectWater Distribution Networken_US
dc.titleCost optimization of water distribution networks by using artificial immune systemsen_US
dc.typeArticleen_US

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