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Authors: M. Antón-Rodríguez ; D. Boto-Giralda ; F. J. Díaz Pernas and J. F. Díez Higuera

Affiliation: ETSIT, University of Valladolid, Spain

Keyword(s): Route calculation, resource allocation, ACO meta-heuristic, optimization.

Related Ontology Subjects/Areas/Topics: Informatics in Control, Automation and Robotics ; Intelligent Transportation Technologies and Systems ; Robotics and Automation

Abstract: Road Transport enterprises do have the need of fleet management applications in order to upgrade their efficiency; the fulfilment of that need takes us in the search of optimization algorithms whose performance better suits not only the optimal route search problem, but the resource allocation too. ACO (Ant Colony Optimization) meta-heuristic has proven to be very useful when solving similar problems, but as ACO comes in several different flavours, to make the right algorithm choice is the first step in the search for a solution. This document presents a performance study made upon several ACO algorithms over the fleet management problem, with the objective of determining which one is the best finding the optimal solution in a reasonable amount of time.

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Paper citation in several formats:
Antón-Rodríguez, M.; Boto-Giralda, D.; J. Díaz Pernas, F. and F. Díez Higuera, J. (2006). ACO BASED METHOD COMPARATION APPLIED TO FLEET MANAGEMENT PROBLEM. In Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 978-972-8865-60-3; ISSN 2184-2809, SciTePress, pages 535-539. DOI: 10.5220/0001216105350539

@conference{icinco06,
author={M. Antón{-}Rodríguez. and D. Boto{-}Giralda. and F. {J. Díaz Pernas}. and J. {F. Díez Higuera}.},
title={ACO BASED METHOD COMPARATION APPLIED TO FLEET MANAGEMENT PROBLEM},
booktitle={Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2006},
pages={535-539},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001216105350539},
isbn={978-972-8865-60-3},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the Third International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - ACO BASED METHOD COMPARATION APPLIED TO FLEET MANAGEMENT PROBLEM
SN - 978-972-8865-60-3
IS - 2184-2809
AU - Antón-Rodríguez, M.
AU - Boto-Giralda, D.
AU - J. Díaz Pernas, F.
AU - F. Díez Higuera, J.
PY - 2006
SP - 535
EP - 539
DO - 10.5220/0001216105350539
PB - SciTePress

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