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Authors: Arthur T. Gómez ; Luan C. Nesi ; Marcio G. Martins and Leonardo D. Chiwiacowsky

Affiliation: University of the Sinos Valley, Brazil

ISBN: 978-989-758-039-0

Keyword(s): Content Transmission, Metaheuristics, Hybrid Algorithm, Genetic Algorithm, Tabu Search.

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

Abstract: The advent of the digital television in Brazil has allowed users to access interactive channels. Once interactive channels are available, the users are able to find multimedia content such as movies and breaking news programs, to send and/or receive emails, to access interactive applications and also other contents. In this context, a high demand of requests from users is expected. Therefore, from the content provider's point of view, the determination of transmission parameters is needed in order to ensure the best quality of transmission to every user. The aforementioned identification problem is modelled as an optimization problem and a solution procedure based on metaheuristic techniques is proposed. Genetic Algorithm and Tabu Search metaheuristics are employed separately and coupled in a hybrid scheme to define the best transmission policy, optimizing the transmission parameters, such as audio and video transmission rates. Based on the experimental results, the hybrid algorithm h as produced better solutions which meet the quality requirements. (More)

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Paper citation in several formats:
Gómez, A.; Nesi, L.; Martins, M. and Chiwiacowsky, L. (2014). A Hybrid Metaheuristic Approach to Optimize the Content Transmission in Multimedia Systems.In Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, ISBN 978-989-758-039-0, pages 77-84. DOI: 10.5220/0005063500770084

@conference{icinco14,
author={Arthur T. Gómez. and Luan C. Nesi. and Marcio G. Martins. and Leonardo D. Chiwiacowsky.},
title={A Hybrid Metaheuristic Approach to Optimize the Content Transmission in Multimedia Systems},
booktitle={Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,},
year={2014},
pages={77-84},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005063500770084},
isbn={978-989-758-039-0},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO,
TI - A Hybrid Metaheuristic Approach to Optimize the Content Transmission in Multimedia Systems
SN - 978-989-758-039-0
AU - Gómez, A.
AU - Nesi, L.
AU - Martins, M.
AU - Chiwiacowsky, L.
PY - 2014
SP - 77
EP - 84
DO - 10.5220/0005063500770084

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