An integrated neural network and data envelopment analysis for supplier evaluation under incomplete information

Celebi D., BAYRAKTAR D.

EXPERT SYSTEMS WITH APPLICATIONS, vol.35, no.4, pp.1698-1710, 2008 (SCI-Expanded) identifier identifier

  • Publication Type: Article / Article
  • Volume: 35 Issue: 4
  • Publication Date: 2008
  • Doi Number: 10.1016/j.eswa.2007.08.107
  • Journal Name: EXPERT SYSTEMS WITH APPLICATIONS
  • Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Page Numbers: pp.1698-1710
  • Istanbul Technical University Affiliated: No

Abstract

Supplier evaluation and selection are critical decision making processes that require consideration of a variety of attributes. Several studies have been performed for effective evaluation and selection of suppliers by utilizing several techniques such as linear weighting methods, mathematical programming models, statistical methods and A1 based techniques.