A new hybrid decision making system for supplier selection

J. Jassbi, R. Farzipoor Saen, F. Hosseinzadeh Lotfi, Sh S. Hosseininia

Research output: Contribution to journalArticlepeer-review

3 Citations (Scopus)

Abstract

The objective of this paper is to develop a hybrid decision making system using Data Envelopment Analysis (DEA) and linguistic fuzzy models for selecting the best supplier in the presence of multiple decision makers. In this hybrid system, first the weights of selected criteria are obtained from each of the decision makers as linguistic fuzzy numbers within the framework of group decision making. Then, to select the best supplier, absolute weight restriction (AWR) model is incorporated into the DEA model. A real case study demonstrates the application of the model.

Original languageEnglish
Pages (from-to)645-664
Number of pages20
JournalRAIRO - Operations Research
Volume50
Issue number3
DOIs
Publication statusPublished - Jul 1 2016

Keywords

  • Absolute weight restriction model
  • DEA
  • Group decision making
  • Linguistic fuzzy number
  • Supplier selection

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science Applications
  • Management Science and Operations Research

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