1. Mathematical modeling for vehicle assignment problem in online transportation.
- Author
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Supian, Sudradjat and Megantara, Tubagus Robbi
- Subjects
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URBAN transportation , *ASSIGNMENT problems (Programming) , *VEHICLE models , *MATHEMATICAL models , *RIDESHARING services , *PUBLIC transit , *RIDESHARING - Abstract
The general public often uses local public transportation to travel from one place to another without having to have a vehicle first. Innovations supported by science and technology can make local transportation accessible via smartphones connected to the internet, often called online transportation. Online transportation makes it easy for users to identify drivers and find smartphone service rates. Online transportation is divided into two types based on the vehicle-shared scheme: ride-hailing and ride-sharing. Ride-hailing does not allow one group of passengers to share rides and incentives with another, while ride-sharing allows it. Ride-hailing is the development of motorcycle taxis and taxis, while ride-sharing is the development of urban transportation. Online transportation companies in Indonesia more often use the ride-hailing scheme because it provides convenience in privacy. Ride-hailing has several essential components, including the assignment of vehicles to pick up groups of passengers, distribution of vehicles to balance supply and demand, and the provision of service rates. This study describes the mathematical modelling for strategy vehicle assignment in ride-hailing. The assignment is allocating resources to meet demand as efficiently as possible. Numerical simulation is used to evaluate models' performance reactively against real-world request data. Percentage serviced requests, travel delay time, and pick-up distance are shown based on each model's numerical simulation results. The model selection for the ride-hailing system can be determined based on the numerical simulation results. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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