Multiagent Routing Simulation with Partial Smart Vehicles Penetration
Joint Authors
Kamiński, Bogumił
Kraiński, Łukasz
Mashatan, Atefeh
Prałat, Paweł
Szufel, Przemysław
Source
Journal of Advanced Transportation
Issue
Vol. 2020, Issue 2020 (31 Dec. 2020), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2020-03-03
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
The invention and implementation of smart connected cars will change the way how the transportation networks in cities around the world operate.
This technological shift will not happen instantaneously—for many years, both human-driven and smart connected vehicles will coexist.
In this paper, using a multiagent simulation framework, we model a complex urban transportation system that involves heterogeneous participants.
Vehicles are assigned into two groups: the first one consists of smart cars and the second one involves regular ones.
Vehicles in the former group are capable of rerouting in response to changes in the observed traffic while regular ones rely on historical information only.
The goal of the paper is to analyze the effect of changing smart cars penetration on system characteristics, in particular, the total travelling time.
The smart car routing algorithm proposed in this paper reduced travelling time up to 30%.
Analysis has shown that the behaviour of the system and optimal configuration of underlying algorithms change dynamically with smart vehicles penetration level.
American Psychological Association (APA)
Kamiński, Bogumił& Kraiński, Łukasz& Mashatan, Atefeh& Prałat, Paweł& Szufel, Przemysław. 2020. Multiagent Routing Simulation with Partial Smart Vehicles Penetration. Journal of Advanced Transportation،Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1175501
Modern Language Association (MLA)
Kamiński, Bogumił…[et al.]. Multiagent Routing Simulation with Partial Smart Vehicles Penetration. Journal of Advanced Transportation No. 2020 (2020), pp.1-11.
https://search.emarefa.net/detail/BIM-1175501
American Medical Association (AMA)
Kamiński, Bogumił& Kraiński, Łukasz& Mashatan, Atefeh& Prałat, Paweł& Szufel, Przemysław. Multiagent Routing Simulation with Partial Smart Vehicles Penetration. Journal of Advanced Transportation. 2020. Vol. 2020, no. 2020, pp.1-11.
https://search.emarefa.net/detail/BIM-1175501
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1175501