A Centralized Resource Allocation Approach for Two-Stage Data Envelopment Analysis
Küçük Resim Yok
Tarih
2023
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer Science and Business Media Deutschland GmbH
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In 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.
Açıklama
Anahtar Kelimeler
Linear Programming, Resource Allocation, Allocation Approach, Centralized Resource Allocation, Model-Based Opc, Network Dea, Network Models, Network Performance Evaluation, Performance Evaluation Models, Resource Allocation Model, Resources Allocation, Sbm Models, Data Envelopment Analysis
Kaynak
Studies in Big Data
WoS Q Değeri
Scopus Q Değeri
N/A
Cilt
138
