Interval type-2 hesitant fuzzy Entropy-based WASPAS approach for aircraft type selection

• Published in: Applied soft computing Vol. 114; p. 108076
• Main Authors: Deveci, Muhammet, Öner, Sultan Ceren, Ciftci, Muharrem Enis, Özcan, Ender, Pamucar, Dragan
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.01.2022
• Subjects: Airline; Hybrid fuzzy method; Multi-criteria decision making; Hybrid fuzzy method; Multi-criteria decision making; Airline
• ISSN: 1568-4946; 1872-9681
• DOI: 10.1016/j.asoc.2021.108076

Choosing the most appropriate aircraft type for a given route is one of the crucial issues that the decision makers at airline companies have to address under uncertainty based on various commercial, marketing and operational criteria. A novel multi-criteria decision making approach integrating Entropy-based Weighted Aggregated Sum Product Assessment (WASPAS) method and interval type-2 hesitant fuzzy sets (IT2HFS) is introduced for tackling this problem and tested using a particular case study obtained from a full service carrier in Turkey. This study contributes to representing and handling degrees of uncertainty in the decision making process of aircraft type selection based on the IT2HFS. The results showed that Airbus 32C is the suitable alternative for a given route in between Kuwait and Istanbul airports. The experts evaluated the results and confirmed that the proposed approach is the most suitable one when compared to four other IT2HFS based approaches. •We study fuzzy multi-criteria decision-making methods for aircraft type selection.•An approach integrating Entropy-based WASPAS and Interval type-2 hesitant fuzzy sets is proposed.•Its performance is compared to various other fuzzy methods on a real-world problem.•The experts confirmed the viability and effectiveness of the proposed approach.