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Authors: Sevket Gökay ; Andreas Heuvels and Karl-Heinz Krempels

Affiliation: RWTH Aachen University and Fraunhofer FIT, Germany

Keyword(s): Demand-Responsive Transport, Dial-a-Ride Problem with Time Windows, Ride-Sharing.

Related Ontology Subjects/Areas/Topics: Industrial Engineering ; Informatics in Control, Automation and Robotics ; Systems Modeling and Simulation

Abstract: On-demand ride-sharing services are emerging alternatives to classical transport modes. Combined with self-driving vehicles, this movement has potential to shape the future of our mobility. To make full use of the potential, such services need to be scalable with growing demand. Assigning real-time trip requests to vehicles such that the driving costs are minimized is computationally expensive, but has to be done fast. This work proposes an approach to reduce the processing time it takes to assign a trip request to a vehicle. The solution is a trip-vehicle fitness estimation framework that is flexible enough to utilize any fitness measure and is self-adjusting through feedback loops. We analyze the placement of a trip request within a vehicle schedule, present and implement three fitness measures. The resulting system is evaluated based on performance, customer satisfaction and vehicle costs criteria by running simulations. The evaluation results indicate significant performance impr ovement and noticeable improvements in terms of customer satisfaction and vehicle costs. (More)

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Paper citation in several formats:
Gökay, S.; Heuvels, A. and Krempels, K. (2018). Heuristics for Improving Trip-Vehicle Fitness in On-demand Ride-Sharing Systems. In Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-293-6; ISSN 2184-495X, SciTePress, pages 323-334. DOI: 10.5220/0006690203230334

@conference{vehits18,
author={Sevket Gökay. and Andreas Heuvels. and Karl{-}Heinz Krempels.},
title={Heuristics for Improving Trip-Vehicle Fitness in On-demand Ride-Sharing Systems},
booktitle={Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2018},
pages={323-334},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006690203230334},
isbn={978-989-758-293-6},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 4th International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Heuristics for Improving Trip-Vehicle Fitness in On-demand Ride-Sharing Systems
SN - 978-989-758-293-6
IS - 2184-495X
AU - Gökay, S.
AU - Heuvels, A.
AU - Krempels, K.
PY - 2018
SP - 323
EP - 334
DO - 10.5220/0006690203230334
PB - SciTePress

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