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THE DATA ENVELOPMENT ANALYSIS MODEL WITH INTERSECTION FORM PRODUCTION POSSIBILITY SET 被引量:5

THE DATA ENVELOPMENT ANALYSIS MODEL WITH INTERSECTION FORM PRODUCTION POSSIBILITY SET
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摘要 The data envelopment analysis (DEA) model is used to evaluate the relative economic efficiency of a given set of decision making units (DMUs). In this paper, the DEA production possibility set is transferred from the conventional sum form into the intersection form which is represented by a linear inequality system. Although it is time consuming to obtain the intersection form of the production possibility set, it suggests a new angle to investigate the properties of DMUs and to extend the DEA research further beyond the efficiency measurement. Following the intersection form, the analytical formula of the efficiency indicator and projection is given. Various aspects of technical efficiency, returns to scale and evidence of congestion of the DMUs are studied. The relationship between the weak DEA efficiency and the weak Pareto solution is discussed. Finally, a procedure for DMU grouping is proposed to help the decision makers for better resource reallocation and strategy adjustment.
出处 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2010年第6期1086-1101,共16页 系统科学与复杂性学报(英文版)
基金 This research is supported by the National Natural Science Foundation of China under Grant Nos. 70531040, 70871114, and the 985 Research Grant of Renmin University of China, and the Hong Kong CERG Research Fund PolyU5457/06H and PolyU 5485/09H.
关键词 Data envelopment analysis intersection form production possibility set. 数据包络分析 生产可能集 模型集 可能性分析 Pareto解 内燃动车组 交集 决策单元
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  • 1Gang Yu,Quanling Wei,Patrick Brockett.Chapter 2 A generalized data envelopment analysis model: A unification and extension of existing methods for efficiency analysis of decision making units[J].Annals of Operations Research.1996(1)
  • 2A. Charnes,W. W. Cooper,R. M. Thrall.A structure for classifying and characterizing efficiency and inefficiency in Data Envelopment Analysis[J].Journal of Productivity Analysis.1991(3)
  • 3A. Charnes,W. W. Cooper.Preface to topics in data envelopment analysis[J].Annals of Operations Research.1984(1)
  • 4Tone,K.A simple characterization of returns to scale in DEA[].Journal of the Operations Research Society of Japan.1996

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