Mixed fuzzy-logic and game-theoretical approach to justify vehicle models for servicing the public bus line
Authors:
- Vitalii Naumov,
- Laura Bekmagambetova,
- Zukhra Bitileuova,
- Zhumazhan Zhanbirov,
- Igor Taran
Abstract
One of the main problems to be solved by the transport operators is the substantiation of the vehicle models servicing the transport lines. A game-theoretical approach is proposed in this paper to justify the bus model choice based on the passengers’ preferences and the structure of the passenger flows. To estimate the customers’ preferences, the membership functions for fuzzy sets of the optimal vehicle models were defined. The simulation experiment aiming to estimate the city fleet structure in terms of the vehicles’ capacity was conducted for the Talas city (Kazakhstan) based on the proposed approach with the use of the corresponding software implementation of the developed mathematical models. As a result of the experimental studies, the impact of the passengers’ flow structure and the number of carriers on the rational structure of the city bus fleet was studied in the paper.
- Record ID
- CUTd9b993fec8da4cd6b75dee5a63f63a15
- Publication categories
- ;
- Author
- Journal series
- Communications , ISSN 1335-4205
- Issue year
- 2022
- Vol
- 24
- No
- 1
- Pages
- A26-A34
- Other elements of collation
- tab.; Bibliografia (na s.) - A32-A34; Bibliografia (liczba pozycji) - 24; Oznaczenie streszczenia - Res.; Numeracja w czasopiśmie - Vol. 24, No 1
- Substantive notes
- Section: Operation and Economics in Transport
- Keywords in English
- public transport, game theory, fuzzy logic, fleet optimization
- ASJC Classification
- DOI
- DOI:10.26552/com.C.2022.1.A26-A34 Opening in a new tab
- URL
- http://komunikacie.uniza.sk/index.php/communications/article/view/1780 Opening in a new tab
- Language
- eng (en) English
- License
- Score (nominal)
- 70
- Score source
- journalList
- Score
- Publication indicators
- Additional fields
- Indeksowana w: Scopus
- Uniform Resource Identifier
- https://cris.pk.edu.pl/info/article/CUTd9b993fec8da4cd6b75dee5a63f63a15/
- URN
urn:pkr-prod:CUTd9b993fec8da4cd6b75dee5a63f63a15
* presented citation count is obtained through Internet information analysis, and it is close to the number calculated by the Publish or PerishOpening in a new tab system.