RT Journal Article
T1 Infrastructure Deployment in Vehicular Communication Networks Using a Parallel Multiobjective Evolutionary Algorithm.
A1 Massobrio, Renzo
A1 Toutouh-el-Alamin, Jamal
A1 Nesmachnow, Sergio
A1 Alba-Torres, Enrique
K1 Sistemas inteligentes de transporte
K1 Computación evolutiva
AB 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.
PB Wiley
YR 2017
FD 2017-03-07
LK https://hdl.handle.net/10630/32570
UL https://hdl.handle.net/10630/32570
LA eng
NO 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.
NO Política de acceso abierto tomada de: https://v2.sherpa.ac.uk/id/publication/14768
DS RIUMA. Repositorio Institucional de la Universidad de Málaga
RD 20 ene 2026