Multi-Criteria Decision Making Using Axiomatic Design and Hesitant Fuzzy Linguistic Term Sets


BATUR SİR G. D.

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, cilt.35, sa.3, ss.3581-3591, 2018 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 35 Sayı: 3
  • Basım Tarihi: 2018
  • Doi Numarası: 10.3233/jifs-181128
  • Dergi Adı: JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.3581-3591
  • Gazi Üniversitesi Adresli: Evet

Özet

Multi- criteria decision making (MCDM) is a discipline in which several contradictory criteria are evaluated in a decision making process. There are many MCDM techniques described in the literature, and important considerations have been made in this area because the hesitant evaluations of decision makers, regarding both the criteria and the alternatives, have to be taken into consideration. This study focuses on the MCDM problem using axiomatic design (AD), which is one of the "state of the art" and efficient MCDM techniques related to hesitant evaluations, which are defined as hesitant fuzzy linguistic term sets (HFLTS). In this study, AD is used throughout a methodology in which hesitancy is taken into account in the assessments of the decision makers. System and design ranges are determined in light of the hesitant evaluations of the field experts, and alternatives are listed in the case of both the unweighted and weighted fuzzy environments.