Effective evaluation of autonomous taxi fleets - Archive ouverte HAL Access content directly
Conference Papers Year :

Effective evaluation of autonomous taxi fleets

(1, 2) , (1, 2)
1
2

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.
Fichier principal
Vignette du fichier
effectiveEvaluationTaxiFleet.pdf (671.03 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-02143005 , version 1 (05-11-2020)

Identifiers

  • HAL Id : hal-02143005 , version 1

Cite

Philippe Mathieu, Antoine Nongaillard. Effective evaluation of autonomous taxi fleets. ICAART 2018 - 10th International Conference on Agents and Artificial Intelligence, Jan 2018, Funchal, Portugal. ⟨hal-02143005⟩
48 View
30 Download

Share

Gmail Facebook Twitter LinkedIn More