Boudali, Imen and Ouada, Meriam Ben (2017) Smart Parking Reservation System Based on Distributed Multicriteria Approach. Applied Artificial Intelligence, 31 (5-6). pp. 518-537. ISSN 0883-9514
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Abstract
In metropolitan area, finding a parking space is a difficult task for drivers especially in rush hours. This causes waste of time and fuel and results in traffic congestion. We propose a smart parking system based on multi-agent approach to provide a real-time decision-aid for drivers by handling their preferences. The system ensures an online space allocation based on real-time information by optimizing drivers’ preferences with respect to operational constraints. The online allocation problem is considered as a multicriteria decision-aid problem for which we present a mathematical formulation: multicriteria parking reservation problem. The solution is an optimal compromise from the set of efficient solutions which is determined by means of a multicriteria ranking method ELECTRE III. An update of resource allocation is performed to avoid reservation conflict and to ensure constraints satisfaction. After the reservation process, the driver is assisted via a guidance module to reach the reserved place through the shortest path. Simulation results show the wide applicability of the approach in real cases.
Item Type: | Article |
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Subjects: | STM Library Press > Computer Science |
Depositing User: | Unnamed user with email support@stmlibrarypress.com |
Date Deposited: | 07 Jul 2023 03:52 |
Last Modified: | 04 Jun 2024 11:11 |
URI: | http://journal.scienceopenlibraries.com/id/eprint/1748 |