Interval-valued neutrosophic extension of EDAS method

Ali Karaşan; Cengiz Kahraman

doi:10.1007/978-3-319-66824-6_31

Interval-valued neutrosophic extension of EDAS method

Ali Karaşan^*, Cengiz Kahraman

^*Corresponding author for this work

Department of Industrial Engineering

Yildiz Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

31 Citations (Scopus)

Abstract

EDAS (Evaluation Based on Distance from Average Solution) is based on the distances of each alternative from the average solution with respect to each criterion. This method is similar to distance based multi-attribute decision making methods such as TOPSIS and VIKOR. It simplifies the calculation of distances to ideal solution and determines the final decision rapidly. EDAS method has been already extended to its ordinary fuzzy, intuitionistic fuzzy and Type-2 fuzzy versions. In this paper, we extend EDAS method to its interval-valued neutrosophic version with the advantage of considering a decision maker’s truthiness, falsity and indeterminacy simultaneously. The proposed method has been applied to a multi-criteria and multi-expert supplier selection problem and a sensitivity analysis is conducted to check the robustness of the given decisions, also the deneutrosophicated decision matrix and weight of the criteria are applied to crisp EDAS and crisp TOPSIS method to check the robustness of our method.

Original language	English
Title of host publication	Advances in Fuzzy Logic and Technology 2017 - Proceedings of
Subtitle of host publication	EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets
Editors	Maciej Krawczak, Krassimir T. Atanassov, Janusz Kacprzyk, Eulalia Szmidt, Slawomir Zadrozny, Maciej Krawczak
Publisher	Springer Verlag
Pages	343-357
Number of pages	15
ISBN (Print)	9783319668239
DOIs	https://doi.org/10.1007/978-3-319-66824-6_31
Publication status	Published - 2018
Event	Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017 - Warsaw, Poland Duration: 11 Sept 2017 → 15 Sept 2017

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	642
ISSN (Print)	2194-5357

Conference

Conference	Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017
Country/Territory	Poland
City	Warsaw
Period	11/09/17 → 15/09/17

Bibliographical note

Publisher Copyright:
© 2018, Springer International Publishing AG.

Keywords

Aggregation
Deneutrosophication
EDAS
Interval-valued neutrosophic sets
Multi-criteria
Supplier selection

Access to Document

10.1007/978-3-319-66824-6_31

Cite this

Karaşan, A., & Kahraman, C. (2018). Interval-valued neutrosophic extension of EDAS method. In M. Krawczak, K. T. Atanassov, J. Kacprzyk, E. Szmidt, S. Zadrozny, & M. Krawczak (Eds.), Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets (pp. 343-357). (Advances in Intelligent Systems and Computing; Vol. 642). Springer Verlag. https://doi.org/10.1007/978-3-319-66824-6_31

Karaşan, Ali ; Kahraman, Cengiz. / Interval-valued neutrosophic extension of EDAS method. Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. editor / Maciej Krawczak ; Krassimir T. Atanassov ; Janusz Kacprzyk ; Eulalia Szmidt ; Slawomir Zadrozny ; Maciej Krawczak. Springer Verlag, 2018. pp. 343-357 (Advances in Intelligent Systems and Computing).

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title = "Interval-valued neutrosophic extension of EDAS method",

abstract = "EDAS (Evaluation Based on Distance from Average Solution) is based on the distances of each alternative from the average solution with respect to each criterion. This method is similar to distance based multi-attribute decision making methods such as TOPSIS and VIKOR. It simplifies the calculation of distances to ideal solution and determines the final decision rapidly. EDAS method has been already extended to its ordinary fuzzy, intuitionistic fuzzy and Type-2 fuzzy versions. In this paper, we extend EDAS method to its interval-valued neutrosophic version with the advantage of considering a decision maker{\textquoteright}s truthiness, falsity and indeterminacy simultaneously. The proposed method has been applied to a multi-criteria and multi-expert supplier selection problem and a sensitivity analysis is conducted to check the robustness of the given decisions, also the deneutrosophicated decision matrix and weight of the criteria are applied to crisp EDAS and crisp TOPSIS method to check the robustness of our method.",

keywords = "Aggregation, Deneutrosophication, EDAS, Interval-valued neutrosophic sets, Multi-criteria, Supplier selection",

author = "Ali Kara{\c s}an and Cengiz Kahraman",

note = "Publisher Copyright: {\textcopyright} 2018, Springer International Publishing AG.; Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017 ; Conference date: 11-09-2017 Through 15-09-2017",

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pages = "343--357",

editor = "Maciej Krawczak and Atanassov, {Krassimir T.} and Janusz Kacprzyk and Eulalia Szmidt and Slawomir Zadrozny and Maciej Krawczak",

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Karaşan, A & Kahraman, C 2018, Interval-valued neutrosophic extension of EDAS method. in M Krawczak, KT Atanassov, J Kacprzyk, E Szmidt, S Zadrozny & M Krawczak (eds), Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. Advances in Intelligent Systems and Computing, vol. 642, Springer Verlag, pp. 343-357, Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2017 and 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets, IWIFSGN 2017, Warsaw, Poland, 11/09/17. https://doi.org/10.1007/978-3-319-66824-6_31

Interval-valued neutrosophic extension of EDAS method. / Karaşan, Ali; Kahraman, Cengiz.
Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. ed. / Maciej Krawczak; Krassimir T. Atanassov; Janusz Kacprzyk; Eulalia Szmidt; Slawomir Zadrozny; Maciej Krawczak. Springer Verlag, 2018. p. 343-357 (Advances in Intelligent Systems and Computing; Vol. 642).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Interval-valued neutrosophic extension of EDAS method

AU - Karaşan, Ali

AU - Kahraman, Cengiz

PY - 2018

Y1 - 2018

N2 - EDAS (Evaluation Based on Distance from Average Solution) is based on the distances of each alternative from the average solution with respect to each criterion. This method is similar to distance based multi-attribute decision making methods such as TOPSIS and VIKOR. It simplifies the calculation of distances to ideal solution and determines the final decision rapidly. EDAS method has been already extended to its ordinary fuzzy, intuitionistic fuzzy and Type-2 fuzzy versions. In this paper, we extend EDAS method to its interval-valued neutrosophic version with the advantage of considering a decision maker’s truthiness, falsity and indeterminacy simultaneously. The proposed method has been applied to a multi-criteria and multi-expert supplier selection problem and a sensitivity analysis is conducted to check the robustness of the given decisions, also the deneutrosophicated decision matrix and weight of the criteria are applied to crisp EDAS and crisp TOPSIS method to check the robustness of our method.

AB - EDAS (Evaluation Based on Distance from Average Solution) is based on the distances of each alternative from the average solution with respect to each criterion. This method is similar to distance based multi-attribute decision making methods such as TOPSIS and VIKOR. It simplifies the calculation of distances to ideal solution and determines the final decision rapidly. EDAS method has been already extended to its ordinary fuzzy, intuitionistic fuzzy and Type-2 fuzzy versions. In this paper, we extend EDAS method to its interval-valued neutrosophic version with the advantage of considering a decision maker’s truthiness, falsity and indeterminacy simultaneously. The proposed method has been applied to a multi-criteria and multi-expert supplier selection problem and a sensitivity analysis is conducted to check the robustness of the given decisions, also the deneutrosophicated decision matrix and weight of the criteria are applied to crisp EDAS and crisp TOPSIS method to check the robustness of our method.

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KW - Interval-valued neutrosophic sets

KW - Multi-criteria

KW - Supplier selection

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DO - 10.1007/978-3-319-66824-6_31

M3 - Conference contribution

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SN - 9783319668239

T3 - Advances in Intelligent Systems and Computing

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BT - Advances in Fuzzy Logic and Technology 2017 - Proceedings of

A2 - Krawczak, Maciej

A2 - Atanassov, Krassimir T.

A2 - Kacprzyk, Janusz

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A2 - Zadrozny, Slawomir

A2 - Krawczak, Maciej

PB - Springer Verlag

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Karaşan A, Kahraman C. Interval-valued neutrosophic extension of EDAS method. In Krawczak M, Atanassov KT, Kacprzyk J, Szmidt E, Zadrozny S, Krawczak M, editors, Advances in Fuzzy Logic and Technology 2017 - Proceedings of: EUSFLAT-2017 – The 10th Conference of the European Society for Fuzzy Logic and Technology, IWIFSGN’2017 – The 16th International Workshop on Intuitionistic Fuzzy Sets and Generalized Nets. Springer Verlag. 2018. p. 343-357. (Advances in Intelligent Systems and Computing). doi: 10.1007/978-3-319-66824-6_31

Interval-valued neutrosophic extension of EDAS method

Abstract

Publication series

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Bibliographical note

Keywords

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