A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company

Nimet Yapıcı Pehlivan; Aynur Şahin

A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company

Öz

Type-2 fuzzy sets (T2FSs), characterized by a fuzzy membership function, are much useful tool for representing the decision knowledge in the decision making process. Interval Type-2 fuzzy sets (IT2FSs) are the most commonly used T2FSs. In this study, a method based upon ranking values of IT2FSs is used to tackle multi-criteria decision making (MCDM) problems. First, some basic concepts and arithmetic operations for IT2FSs are presented. Then, three kinds of fuzzy ranking methods, proposed by [1], based on arithmetic average (AA), geometric average (GA) and harmonic average (HA) operators to compute the ranking values of IT2FSs are applied. Finally, the outcomes of MCDM methods based on the ranking values of IT2FSs are obtained and also compared with the Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) method based on Type-1 fuzzy sets (T1FSs) for a numerical example.

Anahtar Kelimeler

Multi-criteria decision making,Interval Type-2 fuzzy sets; Fuzzy ranking methods

Kaynakça

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Ayrıntılar

Birincil Dil

Türkçe

Konular

-

Bölüm

-

Yazarlar

Nimet Yapıcı Pehlivan

Aynur Şahin Bu kişi benim

Yayımlanma Tarihi

5 Ekim 2018

Gönderilme Tarihi

2 Şubat 2018

Kabul Tarihi

-

Yayımlandığı Sayı

Yıl 2018 Cilt: 22

IZ

https://izlik.org/JA98MP87KD

Kaynak Göster

RIS / Bibtex

APA

Yapıcı Pehlivan, N., & Şahin, A. (2018). A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, 22, 290-296. https://izlik.org/JA98MP87KD

AMA

1.Yapıcı Pehlivan N, Şahin A. A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company. Süleyman Demirel Üniv. Fen Bilim. Enst. Derg. 2018;22:290-296. https://izlik.org/JA98MP87KD

Chicago

Yapıcı Pehlivan, Nimet, ve Aynur Şahin. 2018. “A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company”. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 22 (Ekim): 290-96. https://izlik.org/JA98MP87KD.

EndNote

Yapıcı Pehlivan N, Şahin A (01 Ekim 2018) A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 22 290–296.

IEEE

[1]N. Yapıcı Pehlivan ve A. Şahin, “A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company”, Süleyman Demirel Üniv. Fen Bilim. Enst. Derg., c. 22, ss. 290–296, Eki. 2018, [çevrimiçi]. Erişim adresi: https://izlik.org/JA98MP87KD

ISNAD

Yapıcı Pehlivan, Nimet - Şahin, Aynur. “A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company”. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 22 (01 Ekim 2018): 290-296. https://izlik.org/JA98MP87KD.

JAMA

1.Yapıcı Pehlivan N, Şahin A. A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company. Süleyman Demirel Üniv. Fen Bilim. Enst. Derg. 2018;22:290–296.

MLA

Yapıcı Pehlivan, Nimet, ve Aynur Şahin. “A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company”. Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi, c. 22, Ekim 2018, ss. 290-6, https://izlik.org/JA98MP87KD.

Vancouver

1.Nimet Yapıcı Pehlivan, Aynur Şahin. A Novel Multi-Criteria Decision Making Method based on The Ranking Values of Interval Type-2 Fuzzy Sets: An Application of a Manager Selection for a Telecommunication Company. Süleyman Demirel Üniv. Fen Bilim. Enst. Derg. [Internet]. 01 Ekim 2018;22:290-6. Erişim adresi: https://izlik.org/JA98MP87KD