4.6 Article

Sustainability evaluation of the supply chain with undesired outputs and dual-role factors based on double frontier network DEA

Journal

SOFT COMPUTING
Volume 22, Issue 16, Pages 5525-5533

Publisher

SPRINGER
DOI: 10.1007/s00500-018-3240-8

Keywords

Network data envelopment analysis; Sustainable supply chain; Undesired outputs; Dual-role factors

Funding

  1. National Natural Science Foundation of China [71403066, 71774036, 71601087]
  2. National Social Science Foundation of China [14AGL004, 16BJY078]
  3. Special Foundation of Central Universities Basic Research Fee [HEUCFW170907, HEUCF170903]

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The performance analysis of supply chain is a very complicated problem. The network DEA can be used to calculate efficiency of decision-making units with multiple stages. In this paper, a new network DEA model is proposed. This model includes undesired outputs and dual-role factors. It can calculate optimistic and pessimistic efficiency. The supply chain can be ranked in terms of the overall efficiency scores. A case study is presented to demonstrate the applicability of our model.

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