A Centralized Resource Allocation Approach for Two-Stage Data Envelopment Analysis

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dc.contributor.authorHosseinzadeh Lotfi, F.
dc.contributor.authorAllahviranloo, T.
dc.contributor.authorPedrycz, W.
dc.contributor.authorMozaffari, M.R.
dc.contributor.authorGerami, J.
dc.date.accessioned2024-05-19T14:34:21Z
dc.date.available2024-05-19T14:34:21Z
dc.date.issued2023
dc.departmentİstinye Üniversitesien_US
dc.description.abstractIn this chapter, two-stage network models based on non-radial SBM models in DEA and DEA-R are presented. These models are also presented based on central resource allocation models. Two-stage network performance evaluation models with the structure of central resource allocation, by solving a model, the targets corresponding to the DMUs in the first, second and overall stages are achieved. The two-stage network DEA-R models are in the form of a linear programming problem and obtains the efficiency and targets for each of the DMU in the first stages of the second and overall stages. Also, the central resource allocation (CRA) models achieve the targets corresponding to each of the DMUs. In this study, non-radial models are used based on the slacks of input and output components, and in this way, we recognize all inefficiency factors. In following, a case study is presented for the evaluation of education units in Iran. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.en_US
dc.identifier.doi10.1007/978-3-031-43181-4_7
dc.identifier.endpage137en_US
dc.identifier.issn2197-6503
dc.identifier.scopus2-s2.0-85175159316en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage117en_US
dc.identifier.urihttps://doi.org/10.1007/978-3-031-43181-4_7
dc.identifier.urihttps://hdl.handle.net/20.500.12713/4469
dc.identifier.volume138en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer Science and Business Media Deutschland GmbHen_US
dc.relation.ispartofStudies in Big Dataen_US
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.snmz20240519_kaen_US
dc.subjectLinear Programmingen_US
dc.subjectResource Allocationen_US
dc.subjectAllocation Approachen_US
dc.subjectCentralized Resource Allocationen_US
dc.subjectModel-Based Opcen_US
dc.subjectNetwork Deaen_US
dc.subjectNetwork Modelsen_US
dc.subjectNetwork Performance Evaluationen_US
dc.subjectPerformance Evaluation Modelsen_US
dc.subjectResource Allocation Modelen_US
dc.subjectResources Allocationen_US
dc.subjectSbm Modelsen_US
dc.subjectData Envelopment Analysisen_US
dc.titleA Centralized Resource Allocation Approach for Two-Stage Data Envelopment Analysisen_US
dc.typeBook Chapteren_US

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