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Authors: C. De Castro 1 ; G. Leonardi 2 ; B. M. Masini 1 and P. Toppan 1

Affiliations: 1 University of Bologna, Italy ; 2 IEIIT-BO/CNR, Italy

ISBN: 978-989-8425-31-7

Keyword(s): Intelligent transportation systems, Real-time route planning, Virus-evolutionary genetic algorithms.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Computational Intelligence ; Evolutionary Computing ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: In the field of Intelligent Transportation Systems, a key role is played by efficient route planning services. Such systems have been evolving rapidly, but they still have some restricting drawbacks, such as the lack of a full support of real-time traffic monitoring and the consequent real-time update of the best route suggested. In this paper, an architecture is proposed for the management of dynamic path planning and limitations of traditional search algorithms in these kinds of applications discussed. A variant of the proposed approach is consequently presented, based on the joint use of virus-evolutionary genetic algorithms for real-time route planning and traffic forecasting.

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Paper citation in several formats:
De Castro, C.; Leonardi, G.; M. Masini, B. and Toppan, P. (2010). AN INTEGRATED ARCHITECTURE FOR INFOMOBILITY SERVICES - Advantages of Genetic Algorithms in Real-time Route Planning.In Proceedings of the International Conference on Evolutionary Computation - Volume 1: ICEC, (IJCCI 2010) ISBN 978-989-8425-31-7, pages 300-305. DOI: 10.5220/0003057803000305

@conference{icec10,
author={C. De Castro. and G. Leonardi. and B. M. Masini. and P. Toppan.},
title={AN INTEGRATED ARCHITECTURE FOR INFOMOBILITY SERVICES - Advantages of Genetic Algorithms in Real-time Route Planning},
booktitle={Proceedings of the International Conference on Evolutionary Computation - Volume 1: ICEC, (IJCCI 2010)},
year={2010},
pages={300-305},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003057803000305},
isbn={978-989-8425-31-7},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation - Volume 1: ICEC, (IJCCI 2010)
TI - AN INTEGRATED ARCHITECTURE FOR INFOMOBILITY SERVICES - Advantages of Genetic Algorithms in Real-time Route Planning
SN - 978-989-8425-31-7
AU - De Castro, C.
AU - Leonardi, G.
AU - M. Masini, B.
AU - Toppan, P.
PY - 2010
SP - 300
EP - 305
DO - 10.5220/0003057803000305

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