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Authors: Philippe Mathieu and Antoine Nongaillard

Affiliation: Univ. Lille, France

Keyword(s): Simulation, Multiagent Systems, Complex Systems, Collective Strategies, Trafic Management Systems.

Related Ontology Subjects/Areas/Topics: Agents ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Bioinformatics ; Biomedical Engineering ; Distributed and Mobile Software Systems ; Distributed Problem Solving ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Methodologies and Technologies ; Multi-Agent Systems ; Operational Research ; Simulation ; Software Engineering ; Symbolic Systems

Abstract: With the advent of autonomous vehicles, self-management of taxis fleet becomes an important issue for the automotive industry. Designing strategies for taxis turns out to be a difficult task due to a large number of parameters and metrics involved. Performance evaluation of these strategies is also a complex problem since effectiveness in some configurations may become inefficiency in others. After formalizing this problem we propose several strategies based on swarm-computing techniques. Finally, we show that metric unification is necessary and that only a multi-criterion approach illustrated by an economic analysis allows a comparison. We conclude with a description of the simulator implemented and some examples showing the measurements made with the proposed strategies.

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Paper citation in several formats:
Mathieu, P. and Nongaillard, A. (2018). Effective Evaluation of Autonomous Taxi Fleets. In Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART; ISBN 978-989-758-275-2; ISSN 2184-433X, SciTePress, pages 297-304. DOI: 10.5220/0006720002970304

@conference{icaart18,
author={Philippe Mathieu. and Antoine Nongaillard.},
title={Effective Evaluation of Autonomous Taxi Fleets},
booktitle={Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART},
year={2018},
pages={297-304},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006720002970304},
isbn={978-989-758-275-2},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 10th International Conference on Agents and Artificial Intelligence - Volume 2: ICAART
TI - Effective Evaluation of Autonomous Taxi Fleets
SN - 978-989-758-275-2
IS - 2184-433X
AU - Mathieu, P.
AU - Nongaillard, A.
PY - 2018
SP - 297
EP - 304
DO - 10.5220/0006720002970304
PB - SciTePress

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