Dynamic Routing in Urban Transport Logistics under Limited Traffic Information
A method for online dynamic routing of freight delivery under limited traffic information using an ant colony algorithm, has been proposed. This method leverages real-time IoT data on traffic flow (TF) intensity from traffic sensors on urban road network (URN) sections, combined with averaged histor...
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| Format: | Article |
| Language: | English |
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University of Žilina
2025-04-01
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| Series: | Communications |
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| Online Access: | https://komunikacie.uniza.sk/artkey/csl-202502-0006_dynamic-routing-in-urban-transport-logistics-under-limited-traffic-information.php |
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| author | Viktor Danchuk Oleksandr Hutarevych Serhii Taraban |
| author_facet | Viktor Danchuk Oleksandr Hutarevych Serhii Taraban |
| author_sort | Viktor Danchuk |
| collection | DOAJ |
| description | A method for online dynamic routing of freight delivery under limited traffic information using an ant colony algorithm, has been proposed. This method leverages real-time IoT data on traffic flow (TF) intensity from traffic sensors on urban road network (URN) sections, combined with averaged historical data on TF parameters (speed, density, intensity) obtained from traffic sensors on representative sections of homogeneous clusters within the URN. The procedure for forming homogeneous clusters within the URN and identifying representative sections is described. The results of simulation studies using the URN of Kyiv as an example indicate the potential of this method for urban transport logistics in conditions of complex traffic. |
| format | Article |
| id | doaj-art-cee8dd743aab4498981de1f746b7ad86 |
| institution | OA Journals |
| issn | 1335-4205 2585-7878 |
| language | English |
| publishDate | 2025-04-01 |
| publisher | University of Žilina |
| record_format | Article |
| series | Communications |
| spelling | doaj-art-cee8dd743aab4498981de1f746b7ad862025-08-20T02:08:15ZengUniversity of ŽilinaCommunications1335-42052585-78782025-04-01272E21E3410.26552/com.C.2025.021csl-202502-0006Dynamic Routing in Urban Transport Logistics under Limited Traffic InformationViktor Danchuk0Oleksandr Hutarevych1Serhii Taraban2Department of Information Analysis and Information Security, Faculty of Transport and Information Technologies, National Transport University, Kyiv, UkraineDepartment of Information Analysis and Information Security, Faculty of Transport and Information Technologies, National Transport University, Kyiv, UkraineDepartment of Transport Safety Research, Issues of Normalization, Standardization and Metrology, State Enterprise "State Road Transport Research Institute", Kyiv, UkraineA method for online dynamic routing of freight delivery under limited traffic information using an ant colony algorithm, has been proposed. This method leverages real-time IoT data on traffic flow (TF) intensity from traffic sensors on urban road network (URN) sections, combined with averaged historical data on TF parameters (speed, density, intensity) obtained from traffic sensors on representative sections of homogeneous clusters within the URN. The procedure for forming homogeneous clusters within the URN and identifying representative sections is described. The results of simulation studies using the URN of Kyiv as an example indicate the potential of this method for urban transport logistics in conditions of complex traffic.https://komunikacie.uniza.sk/artkey/csl-202502-0006_dynamic-routing-in-urban-transport-logistics-under-limited-traffic-information.phpadaptive information systemai methods of discrete optimizationdynamic routingtransport logisticsurban road networkiot technologiesdynamic traveling salesman problem |
| spellingShingle | Viktor Danchuk Oleksandr Hutarevych Serhii Taraban Dynamic Routing in Urban Transport Logistics under Limited Traffic Information Communications adaptive information system ai methods of discrete optimization dynamic routing transport logistics urban road network iot technologies dynamic traveling salesman problem |
| title | Dynamic Routing in Urban Transport Logistics under Limited Traffic Information |
| title_full | Dynamic Routing in Urban Transport Logistics under Limited Traffic Information |
| title_fullStr | Dynamic Routing in Urban Transport Logistics under Limited Traffic Information |
| title_full_unstemmed | Dynamic Routing in Urban Transport Logistics under Limited Traffic Information |
| title_short | Dynamic Routing in Urban Transport Logistics under Limited Traffic Information |
| title_sort | dynamic routing in urban transport logistics under limited traffic information |
| topic | adaptive information system ai methods of discrete optimization dynamic routing transport logistics urban road network iot technologies dynamic traveling salesman problem |
| url | https://komunikacie.uniza.sk/artkey/csl-202502-0006_dynamic-routing-in-urban-transport-logistics-under-limited-traffic-information.php |
| work_keys_str_mv | AT viktordanchuk dynamicroutinginurbantransportlogisticsunderlimitedtrafficinformation AT oleksandrhutarevych dynamicroutinginurbantransportlogisticsunderlimitedtrafficinformation AT serhiitaraban dynamicroutinginurbantransportlogisticsunderlimitedtrafficinformation |