What is it about?
Metaheuristics has great potential to find good quick solution to optimizing the vehicle assignments in Ride Hailing Services. However, they include lots of parameters that needs to be optimized. In this paper we suggest using Neural Network for picking right values for these parameters.
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Why is it important?
In the dynamic vehicle assignments in Ride Hailing services, the nature of problem keeps changing throughout the day. Therefore, using a scheme that would pick right metaheuristic parameters for the current time and problem instance is of utmost importance for finding good vehicle assignments.
Read the Original
This page is a summary of: Neural Network-Based Metaheuristic Parameterization with Application to the Vehicle Matching Problem in Ride-Hailing Services, Transportation Research Record Journal of the Transportation Research Board, May 2019, SAGE Publications,
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