Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS

Cengiz Kahraman; Sezi Cevik Onar; Basar Oztaysi

doi:10.1007/978-3-031-09173-5_59

Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS

Cengiz Kahraman^*, Sezi Cevik Onar, Basar Oztaysi

^*Corresponding author for this work

Department of Industrial Engineering

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

6 Citations (Scopus)

Abstract

Cloud Service Provider selection is a multi-criteria decision making problem involving many criteria, which some of them may be conflicting. Alternatives under these criteria are generally assessed by using linguistic terms such as very high, excellent and absolutely low, which includes vagueness and impreciseness. In this paper, the uncertainties in the assessments are handled by interval-valued picture fuzzy sets, and alternative cloud service providers are evaluated by TOPSIS method. Comparative and sensitivity analyses are also applied to show the validity of the proposed method and the robustness of the given decisions. Finally, the paper is completed by conclusions including discussions and future research suggestions.

Original language	English
Title of host publication	Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference
Editors	Cengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, A. Cagri Tolga, Selcuk Cebi
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	498-507
Number of pages	10
ISBN (Print)	9783031091728
DOIs	https://doi.org/10.1007/978-3-031-09173-5_59
Publication status	Published - 2022
Event	International Conference on Intelligent and Fuzzy Systems, INFUS 2022 - Izmir, Turkey Duration: 19 Jul 2022 → 21 Jul 2022

Publication series

Name	Lecture Notes in Networks and Systems
Volume	504 LNNS
ISSN (Print)	2367-3370
ISSN (Electronic)	2367-3389

Conference

Conference	International Conference on Intelligent and Fuzzy Systems, INFUS 2022
Country/Territory	Turkey
City	Izmir
Period	19/07/22 → 21/07/22

Bibliographical note

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

Keywords

Interval-valued
Multi-criteria
Picture fuzzy sets
Supplier selection
TOPSIS

Access to Document

10.1007/978-3-031-09173-5_59

Cite this

Kahraman, C., Cevik Onar, S., & Oztaysi, B. (2022). Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS. In C. Kahraman, S. Cevik Onar, B. Oztaysi, I. U. Sari, A. C. Tolga, & S. Cebi (Eds.), Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference (pp. 498-507). (Lecture Notes in Networks and Systems; Vol. 504 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-09173-5_59

Kahraman, Cengiz ; Cevik Onar, Sezi ; Oztaysi, Basar. / Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS. Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. editor / Cengiz Kahraman ; Sezi Cevik Onar ; Basar Oztaysi ; Irem Ucal Sari ; A. Cagri Tolga ; Selcuk Cebi. Springer Science and Business Media Deutschland GmbH, 2022. pp. 498-507 (Lecture Notes in Networks and Systems).

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abstract = "Cloud Service Provider selection is a multi-criteria decision making problem involving many criteria, which some of them may be conflicting. Alternatives under these criteria are generally assessed by using linguistic terms such as very high, excellent and absolutely low, which includes vagueness and impreciseness. In this paper, the uncertainties in the assessments are handled by interval-valued picture fuzzy sets, and alternative cloud service providers are evaluated by TOPSIS method. Comparative and sensitivity analyses are also applied to show the validity of the proposed method and the robustness of the given decisions. Finally, the paper is completed by conclusions including discussions and future research suggestions.",

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author = "Cengiz Kahraman and {Cevik Onar}, Sezi and Basar Oztaysi",

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Kahraman, C , Cevik Onar, S & Oztaysi, B 2022, Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS. in C Kahraman, S Cevik Onar, B Oztaysi, IU Sari, AC Tolga & S Cebi (eds), Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. Lecture Notes in Networks and Systems, vol. 504 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 498-507, International Conference on Intelligent and Fuzzy Systems, INFUS 2022, Izmir, Turkey, 19/07/22. https://doi.org/10.1007/978-3-031-09173-5_59

Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS. / Kahraman, Cengiz ; Cevik Onar, Sezi ; Oztaysi, Basar.
Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. ed. / Cengiz Kahraman; Sezi Cevik Onar; Basar Oztaysi; Irem Ucal Sari; A. Cagri Tolga; Selcuk Cebi. Springer Science and Business Media Deutschland GmbH, 2022. p. 498-507 (Lecture Notes in Networks and Systems; Vol. 504 LNNS).

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

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AU - Kahraman, Cengiz

AU - Cevik Onar, Sezi

AU - Oztaysi, Basar

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N2 - Cloud Service Provider selection is a multi-criteria decision making problem involving many criteria, which some of them may be conflicting. Alternatives under these criteria are generally assessed by using linguistic terms such as very high, excellent and absolutely low, which includes vagueness and impreciseness. In this paper, the uncertainties in the assessments are handled by interval-valued picture fuzzy sets, and alternative cloud service providers are evaluated by TOPSIS method. Comparative and sensitivity analyses are also applied to show the validity of the proposed method and the robustness of the given decisions. Finally, the paper is completed by conclusions including discussions and future research suggestions.

AB - Cloud Service Provider selection is a multi-criteria decision making problem involving many criteria, which some of them may be conflicting. Alternatives under these criteria are generally assessed by using linguistic terms such as very high, excellent and absolutely low, which includes vagueness and impreciseness. In this paper, the uncertainties in the assessments are handled by interval-valued picture fuzzy sets, and alternative cloud service providers are evaluated by TOPSIS method. Comparative and sensitivity analyses are also applied to show the validity of the proposed method and the robustness of the given decisions. Finally, the paper is completed by conclusions including discussions and future research suggestions.

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Kahraman C , Cevik Onar S , Oztaysi B. Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS. In Kahraman C, Cevik Onar S, Oztaysi B, Sari IU, Tolga AC, Cebi S, editors, Intelligent and Fuzzy Systems - Digital Acceleration and The New Normal - Proceedings of the INFUS 2022 Conference. Springer Science and Business Media Deutschland GmbH. 2022. p. 498-507. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-031-09173-5_59

Cloud Service Provider Selection Using Interval-Valued Picture Fuzzy TOPSIS

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Keywords

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