Classification Approach to Traffic Flow Simulation

A new approach to a microscopic traffic flow simulation is presented. The approach is based on application of data mining techniques. Key moments of constructing process are considered and main advantages in comparison with classical models are provided.

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AFFIC AND GRANULAR FLOW ’11

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Traffic and Granular Flow ’11

Valery V. Kozlov • Alexander P. Buslaev Alexander S. Bugaev • Marina V. Yashina Andreas Schadschneider • Michael Schreckenberg Editors

Traffic and Granular Flow ’11

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Editors Valery V. Kozlov Steklov Mathematical Institute Russian Academy of Sciences Moscow, Russia

Alexander P. Buslaev Moscow State Automobile Road Technical University Moscow, Russia

Alexander S. Bugaev Electronics Institute and Kotel’nikov Radioengineeering Russian Academy of Sciences Moscow, Russia

Marina V. Yashina Mathematical Cybernetics Department Moscow Technical University of Communications and Informatics Moscow, Russia

Andreas Schadschneider Institut für Theoretische Physik Universität zu Köln KRoln, Germany

Michael Schreckenberg Physik von Transport und Verkehr UniversitRat Duisburg-Essen Duisburg, Germany

ISBN 978-3-642-39668-7 ISBN 978-3-642-39669-4 (eBook) DOI 10.1007/978-3-642-39669-4 Springer Heidelberg New York Dordrecht London Mathematics Subject Classification (2010): 00B20, 60G99, 68U20, 70K99, 82C22, 82C31, 82D99, 91F99 © Springer-Verlag Berlin Heidelberg 2013 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher’s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein. Printed on acid-free paper Springer is part of Springer Science+Business Media (www.springer.com)

Preface

The conference series Traffic and Granular Flow has been established in 1995 when the f