We address the question of whether opinion dynamics models can be exploited in novel scenarios, such as traffic flow on highway lanes. In this paper, we design a Markovian model and compare its predictions with those obtained from the widely recognized Cell Transmission Model (CTM) for the same traffic scenario. We identify potential challenges that may arise and propose strategies to address them. Furthermore, we present a concise demonstration showcasing the predictive capabilities of our proposed model through a small-scale example

Modelling Traffic Scenarios via Markovian Opinion Dynamics / Gaetan, Elisa; Giarre, Laura; Sacone, Simona; Falcone, Paolo; Heiker, Carl-Johan. - (2023), pp. 1072-1077. (Intervento presentato al convegno 26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023 tenutosi a bilbao, spain nel 23-25 setembre 2023) [10.1109/itsc57777.2023.10422274].

Modelling Traffic Scenarios via Markovian Opinion Dynamics

Gaetan, Elisa
;
Giarre, Laura;Falcone, Paolo;
2023

Abstract

We address the question of whether opinion dynamics models can be exploited in novel scenarios, such as traffic flow on highway lanes. In this paper, we design a Markovian model and compare its predictions with those obtained from the widely recognized Cell Transmission Model (CTM) for the same traffic scenario. We identify potential challenges that may arise and propose strategies to address them. Furthermore, we present a concise demonstration showcasing the predictive capabilities of our proposed model through a small-scale example
2023
2023
26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023
bilbao, spain
23-25 setembre 2023
1072
1077
Gaetan, Elisa; Giarre, Laura; Sacone, Simona; Falcone, Paolo; Heiker, Carl-Johan
Modelling Traffic Scenarios via Markovian Opinion Dynamics / Gaetan, Elisa; Giarre, Laura; Sacone, Simona; Falcone, Paolo; Heiker, Carl-Johan. - (2023), pp. 1072-1077. (Intervento presentato al convegno 26th IEEE International Conference on Intelligent Transportation Systems, ITSC 2023 tenutosi a bilbao, spain nel 23-25 setembre 2023) [10.1109/itsc57777.2023.10422274].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/1332866
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