Empirical modeling of splitting tensile strength from cylinder compressive strength of concrete by genetic programming

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dc.contributor.authorSaridemir, Mustafa
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2011
dc.departmentNiğde ÖHÜ
dc.description.abstractCompressive strength and splitting tensile strength are both mechanical properties of concrete that are utilized in structural design. This study presents gene expression programming (GEP) as a new tool for the formulations of splitting tensile strength from compressive strength of concrete. For purpose of building the GEP-based formulations, 536 experimental data have been gathered from existing literature. The GEP-based formulations are developed for splitting tensile strength of concrete as a function of age of specimen and cylinder compressive strength. In experimental parts of this study, cylindrical specimens of 150 x 300 mm and 100 x 200 mm in dimensions are utilized. Training and testing sets of the GEP-based formulations are randomly separated from the complete experimental data. The GEP-based formulations are also validated with additional 173 data of experimental results other than the data used in training and testing sets of the GEP-based formulations. All of the results obtained from the GEP-based formulations are compared with the results obtained from experimental data, the developed regression-based formulation and formulas given by some national building codes. These comparisons showed that the GEP-based formulations appeared to well agree with the experimental data and found to be quite reliable. (C) 2011 Elsevier Ltd. All rights reserved.
dc.identifier.doi10.1016/j.eswa.2011.04.239
dc.identifier.endpage14268
dc.identifier.issn0957-4174
dc.identifier.issue11
dc.identifier.scopus2-s2.0-79960004109
dc.identifier.scopusqualityQ1
dc.identifier.startpage14257
dc.identifier.urihttps://dx.doi.org/10.1016/j.eswa.2011.04.239
dc.identifier.urihttps://hdl.handle.net/11480/4688
dc.identifier.volume38
dc.identifier.wosWOS:000294084700085
dc.identifier.wosqualityQ1
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorSaridemir, Mustafa
dc.language.isoen
dc.publisherPERGAMON-ELSEVIER SCIENCE LTD
dc.relation.ispartofEXPERT SYSTEMS WITH APPLICATIONS
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectCompressive strength
dc.subjectSplitting tensile strength
dc.subjectGenetic programming
dc.titleEmpirical modeling of splitting tensile strength from cylinder compressive strength of concrete by genetic programming
dc.typeArticle

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