Prediction of splitting tensile strength from the compressive strength of concrete using GEP

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dc.authorid0000-0001-7320-8409
dc.contributor.authorSevercan, Metin Hakan
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2012
dc.departmentNiğde ÖHÜ
dc.description.abstractSplitting tensile strength is one of the important mechanical properties of concrete that is used in structural design. In this paper, it is aimed to propose formulation for predicting cylinder splitting tensile strength of concrete by using gene expression programming (GEP). The database used for training, testing, and validation sets of the GEP models is obtained from the literature. The GEP formulations are developed for prediction of splitting tensile strength of concrete as a function of water-binder ratio, age of specimen, and 100-mm cube compressive strength. The training and testing sets of the GEP models are randomly selected from the complete experimental data. The GEP formulations are also validated with additional experimental data except from the data used in training and testing sets of the GEP models. GEP formulations' results are compared with experimental results. Results of this study revealed that GEP formulations exhibited better performance to predict the splitting tensile strength of concrete.
dc.identifier.doi10.1007/s00521-011-0597-3
dc.identifier.endpage1945
dc.identifier.issn0941-0643
dc.identifier.issue8
dc.identifier.scopus2-s2.0-84867728435
dc.identifier.scopusqualityQ1
dc.identifier.startpage1937
dc.identifier.urihttps://dx.doi.org/10.1007/s00521-011-0597-3
dc.identifier.urihttps://hdl.handle.net/11480/4527
dc.identifier.volume21
dc.identifier.wosWOS:000309878400013
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorSevercan, Metin Hakan
dc.language.isoen
dc.publisherSPRINGER
dc.relation.ispartofNEURAL COMPUTING & APPLICATIONS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectGene expression programming
dc.subjectCompressive and splitting tensile strength
dc.subjectWater-binder ratio
dc.subjectAge of specimen
dc.titlePrediction of splitting tensile strength from the compressive strength of concrete using GEP
dc.typeArticle

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