Research Article

Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation

Volume: 12 Number: 4 December 28, 2023
EN

Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation

Abstract

This study underscores the importance of prioritizing transportation modes in Ankara, particularly given the pivotal role transportation holds in contemporary urban societies. Transportation directly shapes the socio-economic framework of metropolitan areas. To address the complexities of transportation in Ankara, the study introduces a hybrid approach by integrating the Fuzzy CRITIC (Criteria Importance Through Inter-Criteria Correlation) method with the novel Pythagorean Fuzzy Weighted Sum Method. This novel approach assesses the various transportation modes available in Ankara, taking into account pivotal criteria such as cost, duration, reliability, comfort, and flexibility. The hybridized methodology offers a systematic way to determine the weights of each criterion. Then, leveraging these weights, the performance of each transportation mode is calculated and ranked. This integrated approach proves to be a powerful analytical tool for addressing multi-criteria decision-making challenges, especially when confronted with uncertainty and intricate details. The outcomes of this research aim to serve as a cornerstone for the Ankara Ministry of Transportation and other key stakeholders. The insights derived can be pivotal for enhancing the existing transportation infrastructure or for the initiation of new, more efficient projects. Beyond its direct applications, this study emphasizes the versatility and robustness of hybrid multi-criteria decision-making methods, positioning itself as a benchmark for analogous urban transportation challenges. In essence, this research proposes an advanced, scientific strategy to streamline transportation modes in Ankara. It recognizes the intertwined complexities of urban transport and offers a comprehensive analytical approach that can drive transformative decisions in the city's transportation landscape.

Keywords

References

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Details

Primary Language

English

Subjects

Multiple Criteria Decision Making

Journal Section

Research Article

Early Pub Date

December 25, 2023

Publication Date

December 28, 2023

Submission Date

October 30, 2023

Acceptance Date

December 15, 2023

Published in Issue

Year 2023 Volume: 12 Number: 4

APA
Etyemez, M., Yıldız, K., & Yerlikaya, M. A. (2023). Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, 12(4), 1298-1309. https://doi.org/10.17798/bitlisfen.1383231
AMA
1.Etyemez M, Yıldız K, Yerlikaya MA. Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2023;12(4):1298-1309. doi:10.17798/bitlisfen.1383231
Chicago
Etyemez, Murat, Kürşat Yıldız, and Mehmet Akif Yerlikaya. 2023. “Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 12 (4): 1298-1309. https://doi.org/10.17798/bitlisfen.1383231.
EndNote
Etyemez M, Yıldız K, Yerlikaya MA (December 1, 2023) Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 12 4 1298–1309.
IEEE
[1]M. Etyemez, K. Yıldız, and M. A. Yerlikaya, “Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation”, Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol. 12, no. 4, pp. 1298–1309, Dec. 2023, doi: 10.17798/bitlisfen.1383231.
ISNAD
Etyemez, Murat - Yıldız, Kürşat - Yerlikaya, Mehmet Akif. “Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi 12/4 (December 1, 2023): 1298-1309. https://doi.org/10.17798/bitlisfen.1383231.
JAMA
1.Etyemez M, Yıldız K, Yerlikaya MA. Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2023;12:1298–1309.
MLA
Etyemez, Murat, et al. “Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation”. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi, vol. 12, no. 4, Dec. 2023, pp. 1298-09, doi:10.17798/bitlisfen.1383231.
Vancouver
1.Murat Etyemez, Kürşat Yıldız, Mehmet Akif Yerlikaya. Novel Application of Pythagorean Fuzzy MCDM in Prioritizing Transportation Alternatives: Insights from Ankara for the Ministry of Transportation. Bitlis Eren Üniversitesi Fen Bilimleri Dergisi. 2023 Dec. 1;12(4):1298-309. doi:10.17798/bitlisfen.1383231

Cited By

Bitlis Eren University
Journal of Science Editor
Bitlis Eren University Graduate Institute
Bes Minare Mah. Ahmet Eren Bulvari, Merkez Kampus, 13000 BITLIS