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Effective evaluation of autonomous taxi fleets
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.
Cited literature [19 references]
https://hal.inria.fr/hal-02143005
Contributor : Cristal Equipe Smac Connect in order to contact the contributor
Submitted on : Thursday, November 5, 2020 - 2:44:12 PM
Last modification on : Tuesday, January 4, 2022 - 5:32:24 AM
Long-term archiving on: : Saturday, February 6, 2021 - 7:29:50 PM
Contributor : Cristal Equipe Smac Connect in order to contact the contributor
Submitted on : Thursday, November 5, 2020 - 2:44:12 PM
Last modification on : Tuesday, January 4, 2022 - 5:32:24 AM
Long-term archiving on: : Saturday, February 6, 2021 - 7:29:50 PM
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