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oai:riuma.uma.es:10630/325702026-02-03T11:08:18Zcom_10630_2254col_10630_37953

Massobrio, Renzo Toutouh-el-Alamin, Jamal Nesmachnow, Sergio Alba-Torres, Enrique 2024-09-16T12:44:14Z 2024-09-16T12:44:14Z 2017-03-07 Massobrio, R., Toutouh, J., Nesmachnow, S., & Alba, E. (2017). Infrastructure deployment in vehicular communication networks using a parallel multiobjective evolutionary algorithm. International Journal of Intelligent Systems, 32(8), 801-829. https://hdl.handle.net/10630/32570 10.1002/int.21890 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 Málaga, 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. eng open access Sistemas inteligentes de transporte Computación evolutiva Infrastructure Deployment in Vehicular Communication Networks Using a Parallel Multiobjective Evolutionary Algorithm. journal article