Improving decision-making units in performance analysis methods: a data envelopment analysis approach

Küçük Resim Yok

Tarih

2023

Dergi Başlığı

Dergi ISSN

Cilt Başlığı

Yayıncı

Springer Heidelberg

Erişim Hakkı

info:eu-repo/semantics/closedAccess

Özet

Classifying decision-making units into efficient and inefficient classes is a common procedure in nonparametric data envelopment analysis approach. The inefficient units can be projected onto the production frontier by decreasing their inputs or increasing their outputs. However, if the closer projection point is clarified, the units will achieve their best situation. Previous methods have only focused on one objective, and other features have been ignored. This paper presents an alternative definition for the best projection by considering three main aspects: cost, revenue and closest projection points. The proposed procedure provides the closest possible distance, the lowest cost and the highest revenue, simultaneously. The goal programming has been used in this model. The results of implementing this approach on China's textile industry have shown the model applicability.

Açıklama

Anahtar Kelimeler

Data Envelopment Analysis, Best Efficient, Technical Efficiency, Allocative Efficiency, Closest Distance

Kaynak

Mathematical Sciences

WoS Q Değeri

N/A

Scopus Q Değeri

Q2

Cilt

Sayı

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