Multilevel Modelling of Urban Transport Infrastructure

Oleg Saprykin, Olga Saprykina

Abstract

This article covers the transportation processes modeling in the Intelligent Transportation System environment. The combined microscopic and mesoscopic simulation is included. This article is dedicated to solving the problem of data preservation during the transition from a microscopic to a mesoscopic model. The solution suggests modifying the multi-agent transportation system, and using artificial neural networks, considering implementation of the unique architecture of an intelligent agent which collects additional information to be forwarded to the next simulation level. The article describes the microsimulation process implementation in the multi-agent system MATSim. A Ward neural network (trained using the data transferred from the microscopic level) is used for the processing for the mesoscopic level.

References

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Paper Citation


in Harvard Style

Saprykin O. and Saprykina O. (2015). Multilevel Modelling of Urban Transport Infrastructure . In Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS, ISBN 978-989-758-109-0, pages 78-82. DOI: 10.5220/0005458300780082


in Bibtex Style

@conference{vehits15,
author={Oleg Saprykin and Olga Saprykina},
title={Multilevel Modelling of Urban Transport Infrastructure},
booktitle={Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,},
year={2015},
pages={78-82},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005458300780082},
isbn={978-989-758-109-0},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,
TI - Multilevel Modelling of Urban Transport Infrastructure
SN - 978-989-758-109-0
AU - Saprykin O.
AU - Saprykina O.
PY - 2015
SP - 78
EP - 82
DO - 10.5220/0005458300780082