| Autor: |
Seyed Mehdi Meshkani, Bilal Farooq |
| Jazyk: |
angličtina |
| Rok vydání: |
2023 |
| Předmět: |
|
| Zdroj: |
EURO Journal on Transportation and Logistics, Vol 12, Iss , Pp 100106- (2023) |
| Druh dokumentu: |
article |
| ISSN: |
2192-4384 |
| DOI: |
10.1016/j.ejtl.2023.100106 |
| Popis: |
In the context of on-demand ridehailing, we propose a heuristic matching algorithm where a passenger can share their ride with one more passenger while experiencing a high-quality service with a minimal increase in travel time. To evaluate the performance, we implemented the algorithm in a traffic microsimulator and compared it with a ride-matching algorithm developed by Simonetto et al. (2019) at IBM. Moreover, to enhance efficiency and reduce computational time, we proposed a decentralized version that is based on vehicle-to-infrastructure (V2I) and infrastructure-to-infrastructure (I2I) communication. Application on the downtown Toronto road network demonstrated that the service rate in the centralized version improved by 24%, compared to the IBM algorithm. The decentralized version demonstrated a 25.53 times speedup and the service rate improved by 19%, compared to the IBM algorithm. Furthermore, a sensitivity analysis was conducted over both centralized and decentralized versions to address how different variables and parameters can affect the system’s performance. |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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