Multi-Objective Predictive Taxi Dispatch via Network Flow Optimization

Multi-Objective Predictive Taxi Dispatch via Network Flow Optimization

In this paper, we discuss a large-scale fleet management problem in a multi-objective setting. We aim to seek a receding horizon taxi dispatch solution that serves as many ride requests as possible while minimizing the cost of relocating vehicles. To obtain the desired solution, we first convert the...

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Bibliographic Details
Main Authors: Beomjun Kim, Jeongho Kim, Subin Huh, Seungil You, Insoon Yang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Taxi dispatch
fleet management
mobility on demand
network optimization
linear programming
model predictive control
Online Access:https://ieeexplore.ieee.org/document/8970355/

Internet

https://ieeexplore.ieee.org/document/8970355/

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