Online Large-Scale Taxi Assignment: Optimization and Learning
We propose a solution method for online vehicle routing, which integrates a machine learning routine to improve tours’ quality. Our optimization model is based on the Bertsimas et al. (2019) re-optimization approach. Two separate routines are developed. The first one uses a neural network to produce...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Findings Press
2023-05-01
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| Series: | Findings |
| Online Access: | https://doi.org/10.32866/001c.74765 |
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