Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System
For the developed system of public transport, the passengers, as the customers, have a variety of alternatives when choosing the transport mode or even the route for the given mode of public transport. The estimation of the passengers' preference is the key task for transportation planners for...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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University of Žilina
2021-07-01
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| Series: | Communications |
| Subjects: | |
| Online Access: | https://komunikacie.uniza.sk/artkey/csl-202103-0019_fuzzy-logic-approach-to-estimate-the-passengers-preference-when-choosing-a-bus-line-within-the-public-transpor.php |
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| author | Vitalii Naumov Baurzhan Zhamanbayev Dinara Agabekova Zhumazhan Zhanbirov Igor Taran |
| author_facet | Vitalii Naumov Baurzhan Zhamanbayev Dinara Agabekova Zhumazhan Zhanbirov Igor Taran |
| author_sort | Vitalii Naumov |
| collection | DOAJ |
| description | For the developed system of public transport, the passengers, as the customers, have a variety of alternatives when choosing the transport mode or even the route for the given mode of public transport. The estimation of the passengers' preference is the key task for transportation planners for solving the wide range of optimization problems in the field of public transport. A methodology for estimation of the passengers' preference when choosing the bus line within a public transport system is developed in this paper. The proposed approach is based on the fuzzy-logic mathematical apparatus and uses the surveys' data to calculate the membership functions defining the passengers' preference. The case study of the passengers' survey, held in Talas (Kazakhstan), is used to illustrate the developed methodology. |
| first_indexed | 2024-04-09T18:01:28Z |
| format | Article |
| id | doaj.art-9d4051ceec5845d8bf701e945d4f370f |
| institution | Directory Open Access Journal |
| issn | 1335-4205 2585-7878 |
| language | English |
| last_indexed | 2024-04-09T18:01:28Z |
| publishDate | 2021-07-01 |
| publisher | University of Žilina |
| record_format | Article |
| series | Communications |
| spelling | doaj.art-9d4051ceec5845d8bf701e945d4f370f2023-04-14T06:32:12ZengUniversity of ŽilinaCommunications1335-42052585-78782021-07-01233A150A15710.26552/com.C.2021.3.A150-A157csl-202103-0019Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport SystemVitalii Naumov0Baurzhan Zhamanbayev1Dinara Agabekova2Zhumazhan Zhanbirov3Igor Taran4Faculty of Civil Engineering, Cracow University of Technology, Cracow, PolandKazakh Academy of Transport and Communications, Almaty, KazakhstanEurasian Technological University, Almaty, KazakhstanCentral-Asian University, Almaty, KazakhstanDepartment of Transport Management, Dnipro University of Technology, Dnipro, UkraineFor the developed system of public transport, the passengers, as the customers, have a variety of alternatives when choosing the transport mode or even the route for the given mode of public transport. The estimation of the passengers' preference is the key task for transportation planners for solving the wide range of optimization problems in the field of public transport. A methodology for estimation of the passengers' preference when choosing the bus line within a public transport system is developed in this paper. The proposed approach is based on the fuzzy-logic mathematical apparatus and uses the surveys' data to calculate the membership functions defining the passengers' preference. The case study of the passengers' survey, held in Talas (Kazakhstan), is used to illustrate the developed methodology.https://komunikacie.uniza.sk/artkey/csl-202103-0019_fuzzy-logic-approach-to-estimate-the-passengers-preference-when-choosing-a-bus-line-within-the-public-transpor.phppublic transportpreference estimationfuzzy setsmembership function |
| spellingShingle | Vitalii Naumov Baurzhan Zhamanbayev Dinara Agabekova Zhumazhan Zhanbirov Igor Taran Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System Communications public transport preference estimation fuzzy sets membership function |
| title | Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System |
| title_full | Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System |
| title_fullStr | Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System |
| title_full_unstemmed | Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System |
| title_short | Fuzzy-Logic Approach to Estimate the Passengers' Preference when Choosing a Bus Line within the Public Transport System |
| title_sort | fuzzy logic approach to estimate the passengers preference when choosing a bus line within the public transport system |
| topic | public transport preference estimation fuzzy sets membership function |
| url | https://komunikacie.uniza.sk/artkey/csl-202103-0019_fuzzy-logic-approach-to-estimate-the-passengers-preference-when-choosing-a-bus-line-within-the-public-transpor.php |
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