Online Vehicle Routing : The Edge of Optimization in Large-Scale Applications

@inproceedings{Bertsimas2018OnlineVR,
  title={Online Vehicle Routing : The Edge of Optimization in Large-Scale Applications},
  author={Dimitris Bertsimas and Patrick Jaillet and S{\'e}bastien Martin},
  year={2018}
}
With the emergence of ride-sharing companies that offer transportation on demand at a large scale and the increasing availability of corresponding demand datasets, new challenges arise to develop routing optimization algorithms that can solve massive problems in real time. In this paper, we develop an optimization framework, coupled with a novel and generalizable backbone algorithm, that allows us to dispatch in real time thousands of taxis serving more than 25,000 customers per hour. We… CONTINUE READING

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