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Efficiency Evaluation in a Centralized System Based on Data Envelopment Analysis
Iranian Journal of Science and Technology, Transactions A: Science ( IF 1.7 ) Pub Date : 2020-07-04 , DOI: 10.1007/s40995-020-00897-1
Hamed Taherzadeh , Ghasem Tohidi , Bo Hsiao

Centralized data development analysis has attracted more attention on the resource allocation by several studies. However, the underlying concepts and practical treatments are not systematically exposures and explanation till now. For filling with this gap, this study aims to elaborate more on how the centralized data envelopment analysis works from a different perspective. Therefore, we proposed a new production possibility set and raised some axiomatic foundations for explaining the underlying assumption of centralized data development analysis. Furthermore, we provide some reasoning to demonstrate that the proposed model is entirely equivalent to the conventional centralized model in envelopment and multiplier forms. Pass through a numerical dataset was designed; we explained the underplaying knowledge of theoretical foundation and compared with the conventional centralized DEA model.

中文翻译:

基于数据包络分析的集中系统效率评估

集中的数据开发分析已通过多项研究吸引了更多对资源分配的关注。但是,到目前为止,基本概念和实际处理还没有系统地暴露和解释。为了填补这一空白,本研究旨在从不同的角度详细阐述集中式数据包络分析的工作原理。因此,我们提出了一种新的生产可能性集,并提出了一些公理基础来解释集中式数据开发分析的基本假设。此外,我们提供一些理由来证明所提出的模型在包络和乘数形式上完全等同于传统的集中式模型。通过数值数据集进行设计;
更新日期:2020-07-04
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