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dc.contributor.authorHosseinzadeh, Elhamen_US
dc.contributor.authorHassanpour, Hassanen_US
dc.contributor.authorArefi, Mohsenen_US
dc.contributor.authorAman, Massouden_US
dc.date.accessioned2020-10-08T08:20:15Z
dc.date.available2020-10-08T08:20:15Z
dc.date.issued2016
dc.identifier.citationHosseinzadeh, E., Hassanpour, H., Arefi, M. & Aman, M. (2016). A weighted goal programming approach to fuzzy linear regression with quasi type-2 fuzzy input-output data. TWMS Journal of Applied and Engineering Mathematics, 6(2), 193-212.en_US
dc.identifier.issn2146-1147
dc.identifier.issn2587-1013
dc.identifier.urihttps://hdl.handle.net/11729/2591
dc.identifier.urihttp://jaem.isikun.edu.tr/web/index.php/archive/92-vol6no2/250
dc.description.abstractThis study attempts to develop a regression model when both input data and output data are quasi type-2 fuzzy numbers. To estimate the crisp parameters of the regression model, a linear programming model is proposed based on goal programming. To handle the outlier problem, an omission approach is proposed. This approach examines the behavior of value changes in the objective function of proposed model when observations are omitted. In order to illustrate the proposed model, some numerical examples are presented. The applicability of the proposed method is tested on a real data set on soil science. The predictive performance of the model is examined by cross-validation.en_US
dc.language.isoengen_US
dc.publisherIşık University Pressen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subjectFuzzy linear regressionen_US
dc.subjectGoal programmingen_US
dc.subjectType-2 fuzzy seten_US
dc.subjectUncertaintyen_US
dc.subjectQuasi type-2 fuzzy numberen_US
dc.titleA weighted goal programming approach to fuzzy linear regression with quasi type-2 fuzzy input-output dataen_US
dc.typearticleen_US
dc.description.versionPublisher's Versionen_US
dc.relation.journalTWMS Journal of Applied and Engineering Mathematicsen_US
dc.identifier.volume6
dc.identifier.issue2
dc.identifier.startpage193
dc.identifier.endpage212
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Başka Kurum Yazarıen_US


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