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Fuzzy Logic based Microscopic Traffic Simulation Model: Simulation of Vehicles and Commuters on Urban Road Network to Evaluate Transport Policies - Couverture souple

Madhu, Dr. Errampalli; M. Okushima, Dr.; T. Akiyama, Prof.

 
9783639355024: Fuzzy Logic based Microscopic Traffic Simulation Model: Simulation of Vehicles and Commuters on Urban Road Network to Evaluate Transport Policies
Couverture souple
ISBN 10 : 3639355024 ISBN 13 : 9783639355024
Editeur : VDM Verlag Dr. Müller, 2011

Synopsis

In order to evaluate transport policies realistically, it is necessary to analyse the commuter behaviour right from the start of the trip at origin to reaching destination and microscopic traffic simulation (MTS) is most suitable for this purpose as it analyzes individual vehicle/ driver behaviour more precisely and realistically than other methods. MTS is nothing but series of human decisions under various traffic situations. Since human element is involved at many stages of simulation, the possibility of approximation/ uncertainty in the decisions would be high and most of the simulation models ignore this. In this direction, fuzzy logic technique appropriately considers such approximations into account while modelling drivers' decisions. In the present study, a Fuzzy Logic based Microscopic Traffic Simulation Model (FLoMiTSiM) to describe human behaviour on urban road network at many possible situations (eg. partial lane change) is proposed and appropriately validated using observed data from the city of Gifu, Japan. To demonstrate the applicability of the proposed FLoMiTSiM, various transport policies are evaluated.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

In order to evaluate transport policies realistically, it is necessary to analyse the commuter behaviour right from the start of the trip at origin to reaching destination and microscopic traffic simulation (MTS) is most suitable for this purpose as it analyzes individual vehicle/ driver behaviour more precisely and realistically than other methods. MTS is nothing but series of human decisions under various traffic situations. Since human element is involved at many stages of simulation, the possibility of approximation/ uncertainty in the decisions would be high and most of the simulation models ignore this. In this direction, fuzzy logic technique appropriately considers such approximations into account while modelling drivers' decisions. In the present study, a Fuzzy Logic based Microscopic Traffic Simulation Model (FLoMiTSiM) to describe human behaviour on urban road network at many possible situations (eg. partial lane change) is proposed and appropriately validated using observed data from the city of Gifu, Japan. To demonstrate the applicability of the proposed FLoMiTSiM, various transport policies are evaluated.

Biographie de l'auteur

Dr. Errampalli Madhu is a Scientist in Central Road Research Institute, New Delhi, India and has an experience of 13 years. He did his PhD in Transportation Engineering from Gifu University, Gifu, Japan. His research Interests are Traffic flow modeling and microscopic traffic simulation applying fuzzy logic and published 55 technical papers.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
VDM Verlag Dr. Müller
Date d'édition
2011
Langue
anglais
ISBN 10 
3639355024
ISBN 13 
9783639355024
Reliure
Broché
Nombre de pages
288
Coordonnées du fabricant
non disponible
Personne responsable
non disponible