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Authors: Francis Chang and Hari K. Garg

Affiliation: National University of Singapore, Singapore

Keyword(s): Multi-Objective Evolutionary Algorithm, Genetic Algorithm, Intelligent Transport System.

Abstract: Transportation systems of the future need to be adaptive, adoptive, and responsive in order to meet the diverse challenges and ever-evolving demands. Conventional method of adding more resources on the road does not enhance its utility, rather it creates traffic congestion. Optimization of the usage of existing resources has been found to be one of the most effective solution to manage traffic congestion. The method we propose consists in increasing the occupancy rate of each vehicle and utilize other untapped resources in existing infrastructure. The resource optimization problem studied in this paper is NP hard, due to the vehicle routing and resource matching problem. In this paper, we are focused on developing a Multi-Objective Evolutionary Algorithm to optimize the use of taxi service not just as a carrier for people but also as a transport system for parcel delivery. Preliminary experiment with real-world data shows that our approach is able to quickly produce satisfactory solu tions and the algorithm is able to provide an average of 17.7% improvement over conventional methods. (More)

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Paper citation in several formats:
Chang, F. and Garg, H. K. (2017). Design of Next Generation Smart Surface Transportation System. In Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS; ISBN 978-989-758-242-4; ISSN 2184-495X, SciTePress, pages 359-365. DOI: 10.5220/0006376603590365

@conference{vehits17,
author={Francis Chang and Hari K. Garg},
title={Design of Next Generation Smart Surface Transportation System},
booktitle={Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS},
year={2017},
pages={359-365},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006376603590365},
isbn={978-989-758-242-4},
issn={2184-495X},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Vehicle Technology and Intelligent Transport Systems - VEHITS
TI - Design of Next Generation Smart Surface Transportation System
SN - 978-989-758-242-4
IS - 2184-495X
AU - Chang, F.
AU - Garg, H.
PY - 2017
SP - 359
EP - 365
DO - 10.5220/0006376603590365
PB - SciTePress

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