A JOINT HIERARCHICAL FUZZY-MULTIAGENT MODEL DEALING WITH ROUTE CHOICE PROBLEM - RoSFuzMAS

Habib M. Kammoun, Ilhem Kallel, Adel M. Alimi

2007

Abstract

Nowadays, multiagent architectures and traffic simulation agent-based are the most promising strategies for intelligent transportation systems. This paper presents a road supervision model based on fuzzy-multiagent system and simulation, called RoSFuzMAS. Thanks to agentification of all components of the transportation system, dynamic agents interact to provide real time information and a preliminary choice of advised routes. To ensure the model rationality, and to improve the route choice make decision, we propose to use a hierarchical Fuzzy inference including some pertinent criteria handling the environment as well as the driver behavior. A multiagent simulator with graphic interface has been achieved to visualize, test and discuss our road supervision system. Experimental results demonstrate the capability of RoSFuzMAS to perform a dynamic path choice minimizing traffic jam occurrences by combining multiagent technology and real time fuzzy behaviors.

Paper Citation

in Harvard Style

M. Kammoun H., Kallel I. and M. Alimi A. (2007). A JOINT HIERARCHICAL FUZZY-MULTIAGENT MODEL DEALING WITH ROUTE CHOICE PROBLEM - RoSFuzMAS . In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-972-8865-82-5, pages 394-397. DOI: 10.5220/0001629503940397

in Bibtex Style

@conference{icinco07,
author={Habib M. Kammoun and Ilhem Kallel and Adel M. Alimi},
title={A JOINT HIERARCHICAL FUZZY-MULTIAGENT MODEL DEALING WITH ROUTE CHOICE PROBLEM - RoSFuzMAS},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2007},
pages={394-397},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001629503940397},
isbn={978-972-8865-82-5},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - A JOINT HIERARCHICAL FUZZY-MULTIAGENT MODEL DEALING WITH ROUTE CHOICE PROBLEM - RoSFuzMAS
SN - 978-972-8865-82-5
AU - M. Kammoun H.
AU - Kallel I.
AU - M. Alimi A.
PY - 2007
SP - 394
EP - 397
DO - 10.5220/0001629503940397