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Title
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Infrastructure deployment in vehicular communication networks using a parallel multiobjective evolutionary algorithm
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Author
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Abstract
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| This article describes the application of a multiobjective evolutionary algorithm for locating roadside infrastructure for vehicular communication networks over realistic urban areas. A multiobjective formulation of the problem is introduced, considering quality-of-service and cost objectives. The experimental analysis is performed over a real map of Malaga, using real traffic information and antennas, and scenarios that model different combinations of traffic patterns and applications (text/audio/video) in the communications. The proposed multiobjective evolutionary algorithm computes accurate trade-off solutions, significantly improving over state-of-the-art algorithms previously applied to the problem. |
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Language
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English
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Source (journal)
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International journal of intelligent systems. - New York
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Publication
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Hoboken
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2017
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ISSN
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0884-8173
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DOI
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10.1002/INT.21890
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Volume/pages
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32
:8
(2017)
, p. 801-829
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ISI
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000403021200004
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Full text (Publisher's DOI)
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