A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS

Beyzanur Cayir Ervural; S. Ceren Oner; Veysel Coban; Cengiz Kahraman

doi:10.1109/FUZZ-IEEE.2015.7338119

A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS

Beyzanur Cayir Ervural, S. Ceren Oner, Veysel Coban, Cengiz Kahraman

Endüstri Mühendisliği Bölümü

Istanbul Technical University

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

9 Atıf (Scopus)

Özet

Intuitionistic Fuzzy TOPSIS (IFT) is an effective decision making technique for fuzziness nature of linguistic assessments. This paper proposes a novel methodology for Multiple Attribute Group Decision Making (MAGDM) problems in intuitionistic fuzzy environment. The proposed methodology is based on utilizing the hesitancy degree to determine decision makers' weights distinctively and, a non-linear programming (NLP) model additionally is formed for assigning weights to the related criteria in fuzzy environment. The developed approach is precise and practical for solving MCDM problems. Finally, to show the applicability of the proposed method, an illustrative example is used at the end of this paper.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	FUZZ-IEEE 2015 - IEEE International Conference on Fuzzy Systems
Editörler	Adnan Yazici, Nikhil R. Pal, Hisao Ishibuchi, Bulent Tutmez, Chin-Teng Lin, Joao M. C. Sousa, Uzay Kaymak, Trevor Martin
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
ISBN (Elektronik)	9781467374286
DOI'lar	https://doi.org/10.1109/FUZZ-IEEE.2015.7338119
Yayın durumu	Yayınlandı - 25 Kas 2015
Etkinlik	IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015 - Istanbul, Turkey Süre: 2 Ağu 2015 → 5 Ağu 2015

Yayın serisi

Adı	IEEE International Conference on Fuzzy Systems
Hacim	2015-November
ISSN (Basılı)	1098-7584

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	2/08/15 → 5/08/15

Bibliyografik not

Publisher Copyright:
© 2015 IEEE.

Belgeye Erişim

10.1109/FUZZ-IEEE.2015.7338119

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Ervural, B. C., Oner, S. C., Coban, V., & Kahraman, C. (2015). A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS. In A. Yazici, N. R. Pal, H. Ishibuchi, B. Tutmez, C.-T. Lin, J. M. C. Sousa, U. Kaymak, & T. Martin (Eds.), FUZZ-IEEE 2015 - IEEE International Conference on Fuzzy Systems Makale 7338119 (IEEE International Conference on Fuzzy Systems; Hac. 2015-November). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/FUZZ-IEEE.2015.7338119

Ervural, Beyzanur Cayir ; Oner, S. Ceren ; Coban, Veysel et al. / A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS. FUZZ-IEEE 2015 - IEEE International Conference on Fuzzy Systems. editör / Adnan Yazici ; Nikhil R. Pal ; Hisao Ishibuchi ; Bulent Tutmez ; Chin-Teng Lin ; Joao M. C. Sousa ; Uzay Kaymak ; Trevor Martin. Institute of Electrical and Electronics Engineers Inc., 2015. (IEEE International Conference on Fuzzy Systems).

@inproceedings{bce382633de24225b9db041bb78fd741,

title = "A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS",

abstract = "Intuitionistic Fuzzy TOPSIS (IFT) is an effective decision making technique for fuzziness nature of linguistic assessments. This paper proposes a novel methodology for Multiple Attribute Group Decision Making (MAGDM) problems in intuitionistic fuzzy environment. The proposed methodology is based on utilizing the hesitancy degree to determine decision makers' weights distinctively and, a non-linear programming (NLP) model additionally is formed for assigning weights to the related criteria in fuzzy environment. The developed approach is precise and practical for solving MCDM problems. Finally, to show the applicability of the proposed method, an illustrative example is used at the end of this paper.",

keywords = "Multiple attribute, TOPSIS, group decision making, hesitancy, intuitionistic fuzzy sets, non-linear programming",

author = "Ervural, {Beyzanur Cayir} and Oner, {S. Ceren} and Veysel Coban and Cengiz Kahraman",

note = "Publisher Copyright: {\textcopyright} 2015 IEEE.; IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015 ; Conference date: 02-08-2015 Through 05-08-2015",

year = "2015",

month = nov,

day = "25",

doi = "10.1109/FUZZ-IEEE.2015.7338119",

language = "English",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

editor = "Adnan Yazici and Pal, {Nikhil R.} and Hisao Ishibuchi and Bulent Tutmez and Chin-Teng Lin and Sousa, {Joao M. C.} and Uzay Kaymak and Trevor Martin",

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Ervural, BC, Oner, SC, Coban, V & Kahraman, C 2015, A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS. in A Yazici, NR Pal, H Ishibuchi, B Tutmez, C-T Lin, JMC Sousa, U Kaymak & T Martin (eds), FUZZ-IEEE 2015 - IEEE International Conference on Fuzzy Systems., 7338119, IEEE International Conference on Fuzzy Systems, hac. 2015-November, Institute of Electrical and Electronics Engineers Inc., IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015, Istanbul, Turkey, 2/08/15. https://doi.org/10.1109/FUZZ-IEEE.2015.7338119

A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS. / Ervural, Beyzanur Cayir; Oner, S. Ceren; Coban, Veysel et al.
FUZZ-IEEE 2015 - IEEE International Conference on Fuzzy Systems. ed. / Adnan Yazici; Nikhil R. Pal; Hisao Ishibuchi; Bulent Tutmez; Chin-Teng Lin; Joao M. C. Sousa; Uzay Kaymak; Trevor Martin. Institute of Electrical and Electronics Engineers Inc., 2015. 7338119 (IEEE International Conference on Fuzzy Systems; Hac. 2015-November).

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

TY - GEN

T1 - A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS

AU - Ervural, Beyzanur Cayir

AU - Oner, S. Ceren

AU - Coban, Veysel

AU - Kahraman, Cengiz

PY - 2015/11/25

Y1 - 2015/11/25

N2 - Intuitionistic Fuzzy TOPSIS (IFT) is an effective decision making technique for fuzziness nature of linguistic assessments. This paper proposes a novel methodology for Multiple Attribute Group Decision Making (MAGDM) problems in intuitionistic fuzzy environment. The proposed methodology is based on utilizing the hesitancy degree to determine decision makers' weights distinctively and, a non-linear programming (NLP) model additionally is formed for assigning weights to the related criteria in fuzzy environment. The developed approach is precise and practical for solving MCDM problems. Finally, to show the applicability of the proposed method, an illustrative example is used at the end of this paper.

AB - Intuitionistic Fuzzy TOPSIS (IFT) is an effective decision making technique for fuzziness nature of linguistic assessments. This paper proposes a novel methodology for Multiple Attribute Group Decision Making (MAGDM) problems in intuitionistic fuzzy environment. The proposed methodology is based on utilizing the hesitancy degree to determine decision makers' weights distinctively and, a non-linear programming (NLP) model additionally is formed for assigning weights to the related criteria in fuzzy environment. The developed approach is precise and practical for solving MCDM problems. Finally, to show the applicability of the proposed method, an illustrative example is used at the end of this paper.

KW - Multiple attribute

KW - TOPSIS

KW - group decision making

KW - hesitancy

KW - intuitionistic fuzzy sets

KW - non-linear programming

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DO - 10.1109/FUZZ-IEEE.2015.7338119

M3 - Conference contribution

AN - SCOPUS:84975774391

T3 - IEEE International Conference on Fuzzy Systems

BT - FUZZ-IEEE 2015 - IEEE International Conference on Fuzzy Systems

A2 - Yazici, Adnan

A2 - Pal, Nikhil R.

A2 - Ishibuchi, Hisao

A2 - Tutmez, Bulent

A2 - Lin, Chin-Teng

A2 - Sousa, Joao M. C.

A2 - Kaymak, Uzay

A2 - Martin, Trevor

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2015

Y2 - 2 August 2015 through 5 August 2015

ER -

Ervural BC, Oner SC, Coban V, Kahraman C. A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS. In Yazici A, Pal NR, Ishibuchi H, Tutmez B, Lin CT, Sousa JMC, Kaymak U, Martin T, editörler, FUZZ-IEEE 2015 - IEEE International Conference on Fuzzy Systems. Institute of Electrical and Electronics Engineers Inc. 2015. 7338119. (IEEE International Conference on Fuzzy Systems). doi: 10.1109/FUZZ-IEEE.2015.7338119

A novel Multiple Attribute Group Decision Making methodology based on Intuitionistic Fuzzy TOPSIS

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