Modelling of the Elasticity Modulus for Rock Using Genetic Expression Programming

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dc.authorid0000-0003-2213-6155
dc.contributor.authorAtici, Umit
dc.date.accessioned2019-08-01T13:38:39Z
dc.date.available2019-08-01T13:38:39Z
dc.date.issued2016
dc.departmentNiğde ÖHÜ
dc.description.abstractIn rock engineering projects, statically determined parameters are more reflective of actual load conditions than dynamic parameters. This study reports a new and efficient approach to the formulation of the static modulus of elasticity E-s applying gene expression programming (GEP) with nondestructive testing (NDT) methods. The results obtained using GEP are compared with the results of multivariable linear regression analysis (MRA), univariate nonlinear regression analysis (URA), and the dynamic elasticity modulus (E-d). The GEP model was found to produce the most accurate calculation of E-s The proposed approach is a simple, nondestructive, and practical way to determine E-s for anisotropic and heterogeneous rocks.
dc.identifier.doi10.1155/2016/2063987
dc.identifier.issn1687-8434
dc.identifier.issn1687-8442
dc.identifier.scopus2-s2.0-84991721684
dc.identifier.scopusqualityQ2
dc.identifier.urihttps://dx.doi.org/10.1155/2016/2063987
dc.identifier.urihttps://hdl.handle.net/11480/3775
dc.identifier.wosWOS:000385106200001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.institutionauthorAtici, Umit
dc.language.isoen
dc.publisherHINDAWI LTD
dc.relation.ispartofADVANCES IN MATERIALS SCIENCE AND ENGINEERING
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/openAccess
dc.titleModelling of the Elasticity Modulus for Rock Using Genetic Expression Programming
dc.typeArticle

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