Adaptive neuro-fuzzy modeling for the swelling potential of compacted soils

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dc.contributor.authorKayadelen, C.
dc.contributor.authorTaskiran, T.
dc.contributor.authorGunaydin, O.
dc.contributor.authorFener, M.
dc.date.accessioned2024-04-24T16:02:50Z
dc.date.available2024-04-24T16:02:50Z
dc.date.issued2009
dc.departmentDicle Üniversitesien_US
dc.description.abstractThis paper aims to present the usability of an adaptive neuro fuzzy inference system (ANFIS) for the prediction swelling potential of the compacted soils that are important materials for geotechnical purposes such as engineered barriers for municipal solid waste, earth dams, embankment and roads. In this study the swelling potential that is also one of significant parameters for compacted soils was modeled by ANFIS. For the training and testing of ANFIS model, data sets were collected from the tests performed on compacted soils for different geotechnical application in Nigde. Four parameters such as coarse-grained fraction ratio (CG), fine-grained fraction ratio (FG), plasticity index (PI) and maximum dry density (MDD) were presented to ANFIS model as inputs. The results obtained from the ANFIS models were validated with the data sets which are not used for the training stage. The analyses revealed that the predictions from ANFIS model are in sufficient agreement with test results.en_US
dc.identifier.doi10.1007/s12665-009-0009-5
dc.identifier.endpage115en_US
dc.identifier.issn1866-6280
dc.identifier.issn1866-6299
dc.identifier.issue1en_US
dc.identifier.scopus2-s2.0-77955196558
dc.identifier.scopusqualityQ1
dc.identifier.startpage109en_US
dc.identifier.urihttps://doi.org/10.1007/s12665-009-0009-5
dc.identifier.urihttps://hdl.handle.net/11468/14931
dc.identifier.volume59en_US
dc.identifier.wosWOS:000274180900013
dc.identifier.wosqualityQ4
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofEnvironmental Earth Sciences
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSwelling Potentialen_US
dc.subjectAnfisen_US
dc.subjectCompacted Soilsen_US
dc.titleAdaptive neuro-fuzzy modeling for the swelling potential of compacted soilsen_US
dc.titleAdaptive neuro-fuzzy modeling for the swelling potential of compacted soils
dc.typeArticleen_US

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