Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem

Erdem Akın; Başar Öztayşi

doi:10.1007/978-3-031-39774-5_37

Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem

Erdem Akın, Başar Öztayşi^*

^*Bu çalışma için yazışmadan sorumlu yazar

Endüstri Mühendisliği Bölümü

Istanbul Tech. Un.

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

1 Atıf (Scopus)

Özet

When travelers try to make a travel plan they face a decision problem about selecting their flights, in the literature this problem is defined as flight selection problem (FSP). The problem occurs since there are numerous companies and flight options and the options makes it hard to select the best alternative. The factors which are generally involved in FSP are cost of the flight, the duration of the flight, the number of connected flights, the departure and arrival times, and the convenience of the airports. Flight selection problem can be considered as a multi-criteria decision making problem since it involves various criteria. COmbinative Distance-based ASsessment (CODAS) is a multi-criteria decision making method which is based on distance of alternatives to ideal solutions. Interval Type-2 Fuzzy Sets (IT2FS) are extensions of fuzzy sets which can handle more uncertainty in decision problems. In this study, we propose IT2F-CODAS method which incorporates IT2FS and CODAS method and apply the method to solve flight selection problem.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference
Editörler	Cengiz Kahraman, Irem Ucal Sari, Basar Oztaysi, Sezi Cevik Onar, Selcuk Cebi, A. Çağrı Tolga
Yayınlayan	Springer Science and Business Media Deutschland GmbH
Sayfalar	307-317
Sayfa sayısı	11
ISBN (Basılı)	9783031397738
DOI'lar	https://doi.org/10.1007/978-3-031-39774-5_37
Yayın durumu	Yayınlandı - 2023
Etkinlik	Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference - Istanbul, Turkey Süre: 22 Ağu 2023 → 24 Ağu 2023

Yayın serisi

Adı	Lecture Notes in Networks and Systems
Hacim	758 LNNS
ISSN (Basılı)	2367-3370
ISSN (Elektronik)	2367-3389

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference
Ülke/Bölge	Turkey
Şehir	Istanbul
Periyot	22/08/23 → 24/08/23

Bibliyografik not

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Belgeye Erişim

10.1007/978-3-031-39774-5_37

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Akın, E., & Öztayşi, B. (2023). Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem. In C. Kahraman, I. U. Sari, B. Oztaysi, S. Cevik Onar, S. Cebi, & A. Ç. Tolga (Eds.), Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference (pp. 307-317). (Lecture Notes in Networks and Systems; Hac. 758 LNNS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-39774-5_37

Akın, Erdem ; Öztayşi, Başar. / Interval Type-2 Fuzzy CODAS : An Application in Flight Selection Problem. Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference. editör / Cengiz Kahraman ; Irem Ucal Sari ; Basar Oztaysi ; Sezi Cevik Onar ; Selcuk Cebi ; A. Çağrı Tolga. Springer Science and Business Media Deutschland GmbH, 2023. pp. 307-317 (Lecture Notes in Networks and Systems).

@inproceedings{3c91b6dc42bc400a88ebf2af26a196e0,

title = "Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem",

abstract = "When travelers try to make a travel plan they face a decision problem about selecting their flights, in the literature this problem is defined as flight selection problem (FSP). The problem occurs since there are numerous companies and flight options and the options makes it hard to select the best alternative. The factors which are generally involved in FSP are cost of the flight, the duration of the flight, the number of connected flights, the departure and arrival times, and the convenience of the airports. Flight selection problem can be considered as a multi-criteria decision making problem since it involves various criteria. COmbinative Distance-based ASsessment (CODAS) is a multi-criteria decision making method which is based on distance of alternatives to ideal solutions. Interval Type-2 Fuzzy Sets (IT2FS) are extensions of fuzzy sets which can handle more uncertainty in decision problems. In this study, we propose IT2F-CODAS method which incorporates IT2FS and CODAS method and apply the method to solve flight selection problem.",

keywords = "CODAS, Flight Selection, Interval Type-2 Fuzzy Sets",

author = "Erdem Akın and Ba{\c s}ar {\"O}ztay{\c s}i",

note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference ; Conference date: 22-08-2023 Through 24-08-2023",

year = "2023",

doi = "10.1007/978-3-031-39774-5_37",

language = "English",

isbn = "9783031397738",

series = "Lecture Notes in Networks and Systems",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "307--317",

editor = "Cengiz Kahraman and Sari, {Irem Ucal} and Basar Oztaysi and {Cevik Onar}, Sezi and Selcuk Cebi and Tolga, {A. {\c C}ağrı}",

booktitle = "Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference",

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Akın, E & Öztayşi, B 2023, Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem. in C Kahraman, IU Sari, B Oztaysi, S Cevik Onar, S Cebi & AÇ Tolga (eds), Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference. Lecture Notes in Networks and Systems, hac. 758 LNNS, Springer Science and Business Media Deutschland GmbH, pp. 307-317, Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference, Istanbul, Turkey, 22/08/23. https://doi.org/10.1007/978-3-031-39774-5_37

Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem. / Akın, Erdem; Öztayşi, Başar.
Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference. ed. / Cengiz Kahraman; Irem Ucal Sari; Basar Oztaysi; Sezi Cevik Onar; Selcuk Cebi; A. Çağrı Tolga. Springer Science and Business Media Deutschland GmbH, 2023. p. 307-317 (Lecture Notes in Networks and Systems; Hac. 758 LNNS).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Interval Type-2 Fuzzy CODAS

T2 - Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference

AU - Akın, Erdem

AU - Öztayşi, Başar

PY - 2023

Y1 - 2023

N2 - When travelers try to make a travel plan they face a decision problem about selecting their flights, in the literature this problem is defined as flight selection problem (FSP). The problem occurs since there are numerous companies and flight options and the options makes it hard to select the best alternative. The factors which are generally involved in FSP are cost of the flight, the duration of the flight, the number of connected flights, the departure and arrival times, and the convenience of the airports. Flight selection problem can be considered as a multi-criteria decision making problem since it involves various criteria. COmbinative Distance-based ASsessment (CODAS) is a multi-criteria decision making method which is based on distance of alternatives to ideal solutions. Interval Type-2 Fuzzy Sets (IT2FS) are extensions of fuzzy sets which can handle more uncertainty in decision problems. In this study, we propose IT2F-CODAS method which incorporates IT2FS and CODAS method and apply the method to solve flight selection problem.

AB - When travelers try to make a travel plan they face a decision problem about selecting their flights, in the literature this problem is defined as flight selection problem (FSP). The problem occurs since there are numerous companies and flight options and the options makes it hard to select the best alternative. The factors which are generally involved in FSP are cost of the flight, the duration of the flight, the number of connected flights, the departure and arrival times, and the convenience of the airports. Flight selection problem can be considered as a multi-criteria decision making problem since it involves various criteria. COmbinative Distance-based ASsessment (CODAS) is a multi-criteria decision making method which is based on distance of alternatives to ideal solutions. Interval Type-2 Fuzzy Sets (IT2FS) are extensions of fuzzy sets which can handle more uncertainty in decision problems. In this study, we propose IT2F-CODAS method which incorporates IT2FS and CODAS method and apply the method to solve flight selection problem.

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A2 - Sari, Irem Ucal

A2 - Oztaysi, Basar

A2 - Cevik Onar, Sezi

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PB - Springer Science and Business Media Deutschland GmbH

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ER -

Akın E, Öztayşi B. Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem. In Kahraman C, Sari IU, Oztaysi B, Cevik Onar S, Cebi S, Tolga AÇ, editörler, Intelligent and Fuzzy Systems - Intelligence and Sustainable Future Proceedings of the INFUS 2023 Conference. Springer Science and Business Media Deutschland GmbH. 2023. p. 307-317. (Lecture Notes in Networks and Systems). doi: 10.1007/978-3-031-39774-5_37

Interval Type-2 Fuzzy CODAS: An Application in Flight Selection Problem

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Belgeye Erişim

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