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Data-Driven System for Optimal Vehicle Fleet Dimensioning and Real-Time Dispatching Based on Shareability Networks
Data-Driven System for Optimal Vehicle Fleet Dimensioning and Real-Time Dispatching Based on Shareability Networks
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机译:基于可共享性网络的最优车队规模确定与实时调度数据驱动系统
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摘要
Real-time, point-to-point, on-demand ride dispatching system. The system provides for optimal operation including a fleet dimensioning module for determining an optimal number of vehicles in a fleet needed to serve a collection of trip requests, and a vehicle dispatching module for dispatching the fleet of vehicles to serve a selected number of trip requests. The fleet dimensioning module employs a shareability network to model trip requests that can be served by a same vehicle to find the minimum number of vehicles in the fleet to serve all trip requests in the collection of trip requests.
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