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author:

Chen, Lei (Chen, Lei.) [1] (Scholars:陈磊) | Wang, Ying-Ming (Wang, Ying-Ming.) [2] (Scholars:王应明)

Indexed by:

EI Scopus SCIE

Abstract:

The fuzzy data envelopment analysis (FDEA) method lacks sufficient discrimination power to rank efficient decision making units (DMUs) with fuzzy data; moreover, it evaluates DMUs using only self-evaluation. This paper develops the fuzzy cross efficiency (FCE) DEA model that combines self-evaluation with peer-evaluation to eliminate the weaknesses of traditional FDEA. This method solves the efficiency evaluation problem in fuzzy environments from a new perspective. An effective method is provided to solve this model, and the ranking results of DMUs at different alpha-levels are obtained. Finally, an example is given to illustrate the proposed method in greater detail.

Keyword:

Data envelopment analysis (DEA) fuzzy cross efficiency (FCE) ranking

Community:

  • [ 1 ] [Chen, Lei]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China
  • [ 2 ] [Wang, Ying-Ming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China

Reprint 's Address:

  • 王应明

    [Wang, Ying-Ming]Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Peoples R China

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Source :

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

ISSN: 1064-1246

Year: 2016

Issue: 5

Volume: 30

Page: 2601-2609

1 . 2 6 1

JCR@2016

1 . 7 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:175

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 15

SCOPUS Cited Count: 15

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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