Finding the Weights of the Criteria in the Flight Selection Problem Using Fuzzy Linear Programming

Erdem Akın*, Basar Oztaysi, Özgür Kabak

*Bu çalışma için yazışmadan sorumlu yazar

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde BölümKonferans katkısıbilirkişi

Özet

The Flight Selection Problem (FSP), inherent in the multitude of choices offered by airlines for a given origin-destination (O&D) city pair, presents a challenge for travelers in making informed decisions. Various factors like cost, duration, number of transfers, wait times, baggage allowance, and airline reputation make the decision-making process complex. This study aims to address the complexities of the FSP by using Fuzzy Linear Programming (FLP) to determine optimal weights for different criteria. FLP, known for its ability to handle ambiguity and uncertainty, is applied here to carefully establish customized weights for each criterion, catering to the specific needs of each O&D pair. This approach recognizes the dynamic and subjective nature of traveler preferences and offers a framework for effectively ranking flight options during user searches. By employing FLP, a comprehensive and adaptable approach is taken to optimize decision-making in the travel industry, enabling the provision of personalized flight recommendations tailored to individual preferences.

Orijinal dilİngilizce
Ana bilgisayar yayını başlığıIntelligent and Fuzzy Systems - Intelligent Industrial Informatics and Efficient Networks Proceedings of the INFUS 2024 Conference
EditörlerCengiz Kahraman, Sezi Cevik Onar, Basar Oztaysi, Irem Ucal Sari, Selcuk Cebi, A. Cagri Tolga
YayınlayanSpringer Science and Business Media Deutschland GmbH
Sayfalar411-419
Sayfa sayısı9
ISBN (Basılı)9783031671944
DOI'lar
Yayın durumuYayınlandı - 2024
EtkinlikInternational Conference on Intelligent and Fuzzy Systems, INFUS 2024 - Canakkale, Turkey
Süre: 16 Tem 202418 Tem 2024

Yayın serisi

AdıLecture Notes in Networks and Systems
Hacim1089 LNNS
ISSN (Basılı)2367-3370
ISSN (Elektronik)2367-3389

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???event.eventtypes.event.conference???International Conference on Intelligent and Fuzzy Systems, INFUS 2024
Ülke/BölgeTurkey
ŞehirCanakkale
Periyot16/07/2418/07/24

Bibliyografik not

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

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