The most efficient supplier selection with mixed-integer two-stage data envelopment analysis model

Ozsoy V. S., ÖRKCÜ M., Orkcu H. H.

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI, cilt.26, sa.4, ss.758-767, 2020 (ESCI) identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 26 Sayı: 4
  • Basım Tarihi: 2020
  • Doi Numarası: 10.5505/pajes.2019.77527
  • Dergi Adı: PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI
  • Derginin Tarandığı İndeksler: Emerging Sources Citation Index (ESCI), TR DİZİN (ULAKBİM)
  • Sayfa Sayıları: ss.758-767
  • Anahtar Kelimeler: Supplier selection, Two-stage production system, Data envelopment analysis, The most efficient supplier, UNDESIRABLE OUTPUTS, CHAIN MANAGEMENT, DEA MODEL, SUSTAINABILITY, METHODOLOGY, NETWORK, TRANSPORTATION, DECOMPOSITION, SYSTEM, UNIT
  • Gazi Üniversitesi Adresli: Evet

Özet

Supplier selection is one of the most important strategic issues in supply chain management and plays a key role in an organization. Selecting a suitable supplier is one of the most important decisions of the purchasing department; and this decision is usually based on various criteria. In this study, a mixed-integer data envelopment analysis model is proposed to evaluate and select the best (most efficient) supplier with input, intermediate and output in a supply chain structure expressed as a two-stage production process The proposed model was applied to the problem of selecting the suppliers of both the plastic packing strap industry and the suppliers of the resin manufacturers and the performance of the model was compared with the other studies. The results show that the proposed mixed-integer two-stage model facilitates the decision-maker's choice of supplier.