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author:

Sun, Jiasen (Sun, Jiasen.) [1] | Wu, Jie (Wu, Jie.) [2] | Wang, Yingming (Wang, Yingming.) [3] (Scholars:王应明) | Li, Lei (Li, Lei.) [4] | Wang, Yuhong (Wang, Yuhong.) [5]

Indexed by:

SSCI EI Scopus SCIE

Abstract:

Traditional cross-efficiency evaluation models have ignored the problem that large differences may exist among cross-efficiencies, which may make decision making units (DMUs) unwilling to accept cross-efficiency evaluation results. Aimed at solving this problem, this paper proposes an altruism cross-efficiency model based on the conservative point of view. Compared with other cross-efficiency evaluation models, the proposed model mainly exhibits the following advantages. First, the proposed model no longer guarantees the DMU's self-evaluation efficiency, allowing the self-evaluation efficiency to adaptively change. Therefore, the peer-evaluation process is flexible and adaptable to the actual situation. Second, the proposed model abandons the traditional max-average secondary objective function and proposes to use a max-min objective function. Thus, the proposed model can maximize the peer-efficiency of the worst performing peer-DMU, achieving the effects of reducing the gaps among cross-efficiencies. Third, the cross-efficiency evaluation model is based on the conservative point of view, which helps the DMU to distinguish potential competitors among peer-DMUs. Lastly, to solve the non-linear model proposed in this paper, the algorithm is designed to describe how to solve the model. The case of a flexible manufacturing system is used to show the appropriateness of the suggested model and algorithm.

Keyword:

cross-evaluation DEA efficiency flexible manufacturing systems

Community:

  • [ 1 ] [Sun, Jiasen]Soochow Univ, Res Ctr Smarter Supply Chain, Sch Business, Suzhou, Peoples R China
  • [ 2 ] [Wu, Jie]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Peoples R China
  • [ 3 ] [Wang, Yingming]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Peoples R China
  • [ 4 ] [Li, Lei]Soochow Univ, Appl Technol Coll, Sch Business, Suzhou, Peoples R China
  • [ 5 ] [Wang, Yuhong]Jiangnan Univ, Sch Business, Wuxi 214122, Jiangsu, Peoples R China

Reprint 's Address:

  • 待查

    [Wu, Jie]Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Peoples R China;;[Wang, Yuhong]Jiangnan Univ, Sch Business, Wuxi 214122, Jiangsu, Peoples R China

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Source :

EXPERT SYSTEMS

ISSN: 0266-4720

Year: 2020

Issue: 4

Volume: 37

2 . 5 8 7

JCR@2020

3 . 0 0 0

JCR@2023

ESI Discipline: COMPUTER SCIENCE;

ESI HC Threshold:149

JCR Journal Grade:2

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 11

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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