Artificial intelligence methods and their applications in civil engineering

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dc.contributor.authorBarrera, G. Martínez
dc.contributor.authorGencel, Osman
dc.contributor.authorBeycioğlu, Ahmet
dc.contributor.authorSubaşı, Serkan
dc.contributor.authorN. Rivas, González
dc.date.accessioned2020-04-30T13:32:08Z
dc.date.available2020-04-30T13:32:08Z
dc.date.issued2017
dc.departmentDÜ, Tıp Fakültesi, Dahili Tıp Bilimleri Bölümüen_US
dc.description.abstractSimulation of material properties generally involves the development of a mathematical model derived from experimental data. In structural mechanics and construction materials contexts, recent experiments have reported that fuzzy logic (FL), artificial neural networks (ANNs), genetic algorithm (GA), and fuzzy genetic (FG) may offer a promising alternative. They are known as artificial intelligence (AI). In civil engineering, AI methods have been extensively used in the fields of civil engineering applications such as construction management, building materials, hydraulic, optimization, geotechnical and transportation engineering. Many studies have examined the applicability of AI methods to estimate concrete properties. This chapter described the principles of FL methods that can be taught to engineering students through MATLAB graphical user interface carried out in a postgraduate course on Applications of Artificial Intelligence in Engineering, discussed the application of Mamdani type in concrete technology and highlighted key studies related to the usability of FL in concrete technology. © 2017 by IGI Global. All rights reserved.en_US
dc.identifier.doi10.4018/978-1-5225-1908-9.ch059en_US
dc.identifier.endpage1477en_US
dc.identifier.isbn9781522519096; 1522519084; 9781522519089
dc.identifier.startpage1453en_US
dc.identifier.urihttps://dx.doi.org/10.4018/978-1-5225-1908-9.ch059
dc.identifier.urihttps://hdl.handle.net/20.500.12684/102
dc.identifier.volume03.Maren_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherIGI Globalen_US
dc.relation.ispartofFuzzy Systems: Concepts, Methodologies, Tools, and Applicationsen_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.titleArtificial intelligence methods and their applications in civil engineeringen_US
dc.typeBook Chapteren_US

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