Towards an Multilevel Agent-based Model for Traffic Simulation
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Titre | Towards an Multilevel Agent-based Model for Traffic Simulation |
Type de publication | Conference Paper |
Year of Publication | 2017 |
Auteurs | Haman ITchappi, Kamla VCorneille, Galland S, Kamgang JClaude |
Editor | Shakshuki E |
Conference Name | 8TH INTERNATIONAL CONFERENCE ON AMBIENT SYSTEMS, NETWORKS AND TECHNOLOGIES (ANT-2017) AND THE 7TH INTERNATIONAL CONFERENCE ON SUSTAINABLE ENERGY INFORMATION TECHNOLOGY (SEIT 2017) |
Publisher | ELSEVIER SCIENCE BV |
Conference Location | SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS |
Mots-clés | agent based modeling, Holon, large scale, Multilevel model, organisational model, traffic |
Résumé | Large scale road traffic is a complex system that could be modelled with a multilevel approach. Most of the multilevel models from the literature have fixed a priori the two levels of detail (micro-meso, micro-macro, meso-macro). This paper has two goals: it presents the state of the art related to large scale traffic models, and it gives the main research direction to create a novel multilevel model that support dynamic selection of the level during the simulation. Our proposal is based on an organizational modelling approach and the use of the concept of holon (agent composed of agents). (C) 2017 The Authors. Published by Elsevier B.V. |
DOI | 10.1016/j.procs.2017.05.416 |