A Decision Making Approach Based on Fuzzy Regression and Fuzzy Multiple Objective Programming for Advanced Manufacturing Technology Selection

ŞENER Z., KARSAK E. E.

International Conference on Industrial Engineering and Engineering Management, Singapore, Singapur, 8 - 11 Aralık 2008, ss.964-968 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/ieem.2008.4738013
  • Basıldığı Şehir: Singapore
  • Basıldığı Ülke: Singapur
  • Sayfa Sayıları: ss.964-968
  • Anahtar Kelimeler: Flexible manufacturing system selection, fuzzy linear regression, fuzzy multiple objective programming, FRAMEWORK, SYSTEMS
  • Galatasaray Üniversitesi Adresli: Evet

Özet

The use of advanced manufacturing technologies provides a great potential for improving manufacturing performance to compete in the global markets. This paper proposes a decision model based on fuzzy linear regression and fuzzy multiple objective programming for advanced manufacturing technology selection. Fuzzy regression is introduced in the model to assess the vagueness of functional relationships among decision variables and to account for inexact data. A flexible manufacturing system selection problem is presented to illustrate the application of the proposed decision methodology.