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Authors: Charlène Bridge-Nduwimana 1 ; Abdessamad Malaoui 1 and Jilali Antari 2

Affiliations: 1 Polydisciplinary Faculty of Beni Mellal, Sultan Moulay Slimane University, Morocco ; 2 Polydisciplinary Faculty of Taroudant, Ibn Zohr University, Morocco

Keyword(s): Road traffic, fuzzy system, artificial intelligence, combination.

Abstract: An approach based on the artificial intelligence is proposed for the management of road traffic. By a fuzzy system, we are looking for purely numerical parametric characteristics and those that influence its structure. In fact, we use input and output data from a portion of the road traffic to identify a fuzzy model which makes possible the evaluation of the results of the estimated parameters obtained. This has been achievable through the combination of parametric and structural adjustment algorithms with the backpropagation algorithm. Consequently, the obtained results show that adaptive models are successfully used in the analysis and the management of road traffic through the efficiency of this combination.

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Paper citation in several formats:
Bridge-Nduwimana, C.; Malaoui, A. and Antari, J. (2020). Application of Artificial Intelligence Approach for Optimizing Management of Road Traffic. In Proceedings of the 1st International Conference of Computer Science and Renewable Energies - ICCSRE; ISBN 978-989-758-431-2, SciTePress, pages 5-10. DOI: 10.5220/0009771200050010

@conference{iccsre20,
author={Charlène Bridge{-}Nduwimana. and Abdessamad Malaoui. and Jilali Antari.},
title={Application of Artificial Intelligence Approach for Optimizing Management of Road Traffic},
booktitle={Proceedings of the 1st International Conference of Computer Science and Renewable Energies - ICCSRE},
year={2020},
pages={5-10},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009771200050010},
isbn={978-989-758-431-2},
}

TY - CONF

JO - Proceedings of the 1st International Conference of Computer Science and Renewable Energies - ICCSRE
TI - Application of Artificial Intelligence Approach for Optimizing Management of Road Traffic
SN - 978-989-758-431-2
AU - Bridge-Nduwimana, C.
AU - Malaoui, A.
AU - Antari, J.
PY - 2020
SP - 5
EP - 10
DO - 10.5220/0009771200050010
PB - SciTePress

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