Interval-Valued Pythagorean Fuzzy Entropy Weight Method and Its Application to Supplier Selection

Elif Haktanır; Cengiz Kahraman

doi:10.1007/978-3-030-98872-2_6

Interval-Valued Pythagorean Fuzzy Entropy Weight Method and Its Application to Supplier Selection

Elif Haktanır^*
, Cengiz Kahraman

^*Bu çalışma için yazışmadan sorumlu yazar

Endüstri Mühendisliği Bölümü

Altinbas University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Bölüm › bilirkişi

1 Atıf (Scopus)

Özet

Entropy Weight Method (EWM) aims at weighting the criteria by measuring value dispersion. The greater dispersion and greater degree of differentiation mean more information in this method. Humans generally prefer linguistic assessments in multi criteria decision-making, which involves some degree of uncertainty. This uncertainty is handled by interval-valued Pythagorean fuzzy (IVPF) sets in this chapter. Multi decision makers’ evaluations are aggregated by IVPF weighted geometric (IVPFWG) operator. The proposed method is applied to a supplier selection problem and compared with IVPF-CRITIC method. The obtained results are presented, and future research suggestions are given.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Multiple Criteria Decision Making
Yayınlayan	Springer Science and Business Media Deutschland GmbH
Sayfalar	83-100
Sayfa sayısı	18
DOI'lar	https://doi.org/10.1007/978-3-030-98872-2_6
Yayın durumu	Yayınlandı - 2022

Yayın serisi

Adı	Multiple Criteria Decision Making
ISSN (Basılı)	2366-0023
ISSN (Elektronik)	2366-0031

Bibliyografik not

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Belgeye Erişim

10.1007/978-3-030-98872-2_6

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

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abstract = "Entropy Weight Method (EWM) aims at weighting the criteria by measuring value dispersion. The greater dispersion and greater degree of differentiation mean more information in this method. Humans generally prefer linguistic assessments in multi criteria decision-making, which involves some degree of uncertainty. This uncertainty is handled by interval-valued Pythagorean fuzzy (IVPF) sets in this chapter. Multi decision makers{\textquoteright} evaluations are aggregated by IVPF weighted geometric (IVPFWG) operator. The proposed method is applied to a supplier selection problem and compared with IVPF-CRITIC method. The obtained results are presented, and future research suggestions are given.",

keywords = "CRITIC method, Entropy weight method, Interval-valued Pythagorean fuzzy sets, Supplier selection",

author = "Elif Haktanır and Cengiz Kahraman",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Switzerland AG.",

year = "2022",

doi = "10.1007/978-3-030-98872-2\_6",

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TY - CHAP

T1 - Interval-Valued Pythagorean Fuzzy Entropy Weight Method and Its Application to Supplier Selection

AU - Haktanır, Elif

AU - Kahraman, Cengiz

PY - 2022

Y1 - 2022

N2 - Entropy Weight Method (EWM) aims at weighting the criteria by measuring value dispersion. The greater dispersion and greater degree of differentiation mean more information in this method. Humans generally prefer linguistic assessments in multi criteria decision-making, which involves some degree of uncertainty. This uncertainty is handled by interval-valued Pythagorean fuzzy (IVPF) sets in this chapter. Multi decision makers’ evaluations are aggregated by IVPF weighted geometric (IVPFWG) operator. The proposed method is applied to a supplier selection problem and compared with IVPF-CRITIC method. The obtained results are presented, and future research suggestions are given.

AB - Entropy Weight Method (EWM) aims at weighting the criteria by measuring value dispersion. The greater dispersion and greater degree of differentiation mean more information in this method. Humans generally prefer linguistic assessments in multi criteria decision-making, which involves some degree of uncertainty. This uncertainty is handled by interval-valued Pythagorean fuzzy (IVPF) sets in this chapter. Multi decision makers’ evaluations are aggregated by IVPF weighted geometric (IVPFWG) operator. The proposed method is applied to a supplier selection problem and compared with IVPF-CRITIC method. The obtained results are presented, and future research suggestions are given.

KW - CRITIC method

KW - Entropy weight method

KW - Interval-valued Pythagorean fuzzy sets

KW - Supplier selection

UR - https://www.scopus.com/pages/publications/85139043771

U2 - 10.1007/978-3-030-98872-2_6

DO - 10.1007/978-3-030-98872-2_6

M3 - Chapter

AN - SCOPUS:85139043771

T3 - Multiple Criteria Decision Making

SP - 83

EP - 100

BT - Multiple Criteria Decision Making

PB - Springer Science and Business Media Deutschland GmbH

ER -

Interval-Valued Pythagorean Fuzzy Entropy Weight Method and Its Application to Supplier Selection

Özet

Yayın serisi

Bibliyografik not

Belgeye Erişim

Diğer Dosyalar ve Linkler

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