Modeling of elastic modulus of concrete containing fly Ash by gene expression programming

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dc.contributor.authorSarıdemir, Mustafa
dc.contributor.authorBilir, Turhan
dc.date.accessioned2024-11-07T10:39:31Z
dc.date.available2024-11-07T10:39:31Z
dc.date.issued2016
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description4th International Conference on Sustainable Construction Materials and Technologies, SCMT 2016 -- 7 August 2016 through 11 August 2016 -- Las Vegas -- 137590
dc.description.abstractThe gene expression programming that is one of the artificial intelligence techniques, have been commonly used to model some of civil engineering applications. In this study, two models in the gene expression programming for predicting the elastic modulus of concrete containing fly Ash have been developed. First model is proposed for the elastic modulus prediction from compressive strength of concrete containing fly Ash, and second model is proposed for the elastic modulus prediction from amount of fly Ash and compressive strength of concrete containing fly ash. For the aim of building these models, the experimental results for 259 specimens presented with 132 different concrete mixtures were collected from the literature. The training and testing sets of these models are divided without prior planning from the experimental results. These models are also validated with 122 data of experimental results other than the data used in training and testing sets. Moreover, the results obtained from these models are compared with the experimental results and formulas results given by some national building codes. These comparisons revealed that the equations of these models appeared to well concur with the experimental results and found to be very reliable. © 2016 International Committee of the SCMT conferences. All rights reserved.
dc.identifier.issn2515-3048
dc.identifier.scopus2-s2.0-85049771517
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://hdl.handle.net/11480/11030
dc.identifier.volume2016-August
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInternational Committee of the SCMT conferences
dc.relation.ispartofSustainable Construction Materials and Technologies
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectCompressive strength
dc.subjectConcrete mixtures
dc.subjectElastic moduli
dc.subjectFly ash
dc.subjectForecasting
dc.subjectSustainable development
dc.subjectArtificial intelligence techniques
dc.subjectCivil engineering applications
dc.subjectCompressive strength of concrete
dc.subjectGene expression programming
dc.subjectNational Building Code
dc.subjectTraining and testing
dc.subjectGene expression
dc.titleModeling of elastic modulus of concrete containing fly Ash by gene expression programming
dc.typeConference Object

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