The Use of Genetic Programming and Regression Analysis for Modeling the Modulus of Elasticity of NSC and HSC

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dc.authorid0000-0001-7320-8409
dc.contributor.authorSaridemir, Mustafa
dc.contributor.authorSevercan, Metin Hakan
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2016
dc.departmentNiğde ÖHÜ
dc.description.abstractArtificial intelligence has recently drawn the attention of explorers to predict the physical, chemical and mechanical properties of normal-strength concrete (NSC) and high-strength concrete (HSC). This study presents gene expression programming (GEP) and regression analysis (RA) for modeling the modulus of elasticity (E-c) from the compressive strength (f(c)) values of NSC and HSC. In order to create the models, experimental results of NSC and HSC are collected from the published literature. The evaluated results by training, testing and checking of the GEP and RA models are compared with the results obtained from the experimental studies, the formulations presented by some national building codes and the formulations proposed by some authors available in the literature. These comparisons and statistic results show that GEP and RA models are very effective methods for calculating the E-c from f(c) of NSC and HSC.
dc.identifier.doi10.1007/s13369-016-2043-4
dc.identifier.endpage3967
dc.identifier.issn2193-567X
dc.identifier.issn2191-4281
dc.identifier.issue10
dc.identifier.scopus2-s2.0-84983739009
dc.identifier.scopusqualityQ1
dc.identifier.startpage3959
dc.identifier.urihttps://dx.doi.org/10.1007/s13369-016-2043-4
dc.identifier.urihttps://hdl.handle.net/11480/3569
dc.identifier.volume41
dc.identifier.wosWOS:000382298600016
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthor[0-Belirlenecek]
dc.language.isoen
dc.publisherSPRINGER HEIDELBERG
dc.relation.ispartofARABIAN JOURNAL FOR SCIENCE AND ENGINEERING
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectCompressive strength
dc.subjectModulus of elasticity
dc.subjectGenetic programming
dc.subjectRegression analysis
dc.titleThe Use of Genetic Programming and Regression Analysis for Modeling the Modulus of Elasticity of NSC and HSC
dc.typeArticle

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