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author:

Shi, Hailiu (Shi, Hailiu.) [1] | Wang, Yingming (Wang, Yingming.) [2] (Scholars:王应明) | Chen, Lei (Chen, Lei.) [3] (Scholars:陈磊)

Indexed by:

EI Scopus SCIE

Abstract:

Cross-efficiency evaluation methods have long been suggested as an alternative for the ranking of decision making units (DMUs) in data envelopment analysis (DEA). Neutral cross-efficiency evaluation methods have been developed in a way that is only concerned with their own interests and are indifferent to other DMUs. This paper proposes a new cross-efficiency evaluation method in which each DMU has a neutral attitude to its peers. This is done by introducing an ideal virtual frontier (IVF) and an anti-ideal virtual frontier (AVF). Unlike current neutral cross-efficiency evaluation methods, this cross-efficiency evaluation method determines one set of input and output weights for each DMU, aiming to improve the DMU's performance by taking the IVF and AVF as evaluation criteria. This is done by minimizing the deviation of a DMU from the IVF and maximizing the deviation of the DMU from the AVF. As a result, the cross-efficiencies measured by these new DEA models are neutral and more logical. Numerical examples are provided to illustrate the potential applications of these new DEA models and their effectiveness in ranking DMUs.

Keyword:

Anti-ideal virtual frontier (AVF) Cross-efficiency evaluation Data envelopment analysis Evaluation criterion Ideal virtual frontier (IVF)

Community:

  • [ 1 ] [Shi, Hailiu]Fujian Jiangxia Univ, Sch Elect Informat Sci, Fuzhou 350108, Fujian, Peoples R China
  • [ 2 ] [Wang, Yingming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China
  • [ 3 ] [Chen, Lei]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China

Reprint 's Address:

  • 王应明

    [Wang, Yingming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China

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Source :

COMPUTERS & INDUSTRIAL ENGINEERING

ISSN: 0360-8352

Year: 2019

Volume: 132

Page: 385-394

4 . 1 3 5

JCR@2019

6 . 7 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:162

JCR Journal Grade:1

CAS Journal Grade:2

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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