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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.
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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
Affiliated Colleges: